PEP8 compliance

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Mia Herkt 2024-09-27 17:39:18 +02:00
parent a2147cc964
commit de19212a71
No known key found for this signature in database
18 changed files with 376 additions and 299 deletions

View file

@ -5,4 +5,4 @@ print("Instead, please run")
print("")
print(" $ FLASK_APP=fhost flask prune")
print("")
exit(1);
exit(1)

250
fhost.py
View file

@ -1,8 +1,7 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Copyright © 2020 Mia Herkt
Copyright © 2024 Mia Herkt
Licensed under the EUPL, Version 1.2 or - as soon as approved
by the European Commission - subsequent versions of the EUPL
(the "License");
@ -19,7 +18,8 @@
and limitations under the License.
"""
from flask import Flask, abort, make_response, redirect, request, send_from_directory, url_for, Response, render_template, Request
from flask import Flask, abort, make_response, redirect, render_template, \
Request, request, Response, send_from_directory, url_for
from flask_sqlalchemy import SQLAlchemy
from flask_migrate import Migrate
from sqlalchemy import and_, or_
@ -46,38 +46,41 @@ from pathlib import Path
app = Flask(__name__, instance_relative_config=True)
app.config.update(
SQLALCHEMY_TRACK_MODIFICATIONS = False,
PREFERRED_URL_SCHEME = "https", # nginx users: make sure to have 'uwsgi_param UWSGI_SCHEME $scheme;' in your config
MAX_CONTENT_LENGTH = 256 * 1024 * 1024,
MAX_URL_LENGTH = 4096,
USE_X_SENDFILE = False,
FHOST_USE_X_ACCEL_REDIRECT = True, # expect nginx by default
FHOST_STORAGE_PATH = "up",
FHOST_MAX_EXT_LENGTH = 9,
FHOST_SECRET_BYTES = 16,
FHOST_EXT_OVERRIDE = {
"audio/flac" : ".flac",
"image/gif" : ".gif",
"image/jpeg" : ".jpg",
"image/png" : ".png",
"image/svg+xml" : ".svg",
"video/webm" : ".webm",
"video/x-matroska" : ".mkv",
"application/octet-stream" : ".bin",
"text/plain" : ".log",
"text/plain" : ".txt",
"text/x-diff" : ".diff",
SQLALCHEMY_TRACK_MODIFICATIONS=False,
PREFERRED_URL_SCHEME="https", # nginx users: make sure to have
# 'uwsgi_param UWSGI_SCHEME $scheme;' in
# your config
MAX_CONTENT_LENGTH=256 * 1024 * 1024,
MAX_URL_LENGTH=4096,
USE_X_SENDFILE=False,
FHOST_USE_X_ACCEL_REDIRECT=True, # expect nginx by default
FHOST_STORAGE_PATH="up",
FHOST_MAX_EXT_LENGTH=9,
FHOST_SECRET_BYTES=16,
FHOST_EXT_OVERRIDE={
"audio/flac": ".flac",
"image/gif": ".gif",
"image/jpeg": ".jpg",
"image/png": ".png",
"image/svg+xml": ".svg",
"video/webm": ".webm",
"video/x-matroska": ".mkv",
"application/octet-stream": ".bin",
"text/plain": ".log",
"text/plain": ".txt",
"text/x-diff": ".diff",
},
NSFW_DETECT = False,
NSFW_THRESHOLD = 0.92,
VSCAN_SOCKET = None,
VSCAN_QUARANTINE_PATH = "quarantine",
VSCAN_IGNORE = [
NSFW_DETECT=False,
NSFW_THRESHOLD=0.92,
VSCAN_SOCKET=None,
VSCAN_QUARANTINE_PATH="quarantine",
VSCAN_IGNORE=[
"Eicar-Test-Signature",
"PUA.Win.Packer.XmMusicFile",
],
VSCAN_INTERVAL = datetime.timedelta(days=7),
URL_ALPHABET = "DEQhd2uFteibPwq0SWBInTpA_jcZL5GKz3YCR14Ulk87Jors9vNHgfaOmMXy6Vx-",
VSCAN_INTERVAL=datetime.timedelta(days=7),
URL_ALPHABET="DEQhd2uFteibPwq0SWBInTpA_jcZL5GKz3YCR14Ulk87Jors9vNHgfaOmMX"
"y6Vx-",
)
app.config.from_pyfile("config.py")
@ -95,7 +98,7 @@ if app.config["NSFW_DETECT"]:
try:
mimedetect = Magic(mime=True, mime_encoding=False)
except:
except TypeError:
print("""Error: You have installed the wrong version of the 'magic' module.
Please install python-magic.""")
sys.exit(1)
@ -103,10 +106,11 @@ Please install python-magic.""")
db = SQLAlchemy(app)
migrate = Migrate(app, db)
class URL(db.Model):
__tablename__ = "URL"
id = db.Column(db.Integer, primary_key = True)
url = db.Column(db.UnicodeText, unique = True)
id = db.Column(db.Integer, primary_key=True)
url = db.Column(db.UnicodeText, unique=True)
def __init__(self, url):
self.url = url
@ -117,6 +121,7 @@ class URL(db.Model):
def geturl(self):
return url_for("get", path=self.getname(), _external=True) + "\n"
@staticmethod
def get(url):
u = URL.query.filter_by(url=url).first()
@ -127,6 +132,7 @@ class URL(db.Model):
return u
class IPAddress(types.TypeDecorator):
impl = types.LargeBinary
cache_ok = True
@ -150,8 +156,8 @@ class IPAddress(types.TypeDecorator):
class File(db.Model):
id = db.Column(db.Integer, primary_key = True)
sha256 = db.Column(db.String, unique = True)
id = db.Column(db.Integer, primary_key=True)
sha256 = db.Column(db.String, unique=True)
ext = db.Column(db.UnicodeText)
mime = db.Column(db.UnicodeText)
addr = db.Column(IPAddress(16))
@ -175,18 +181,19 @@ class File(db.Model):
@property
def is_nsfw(self) -> bool:
return self.nsfw_score and self.nsfw_score > app.config["NSFW_THRESHOLD"]
if self.nsfw_score:
return self.nsfw_score > app.config["NSFW_THRESHOLD"]
return False
def getname(self):
return u"{0}{1}".format(su.enbase(self.id), self.ext)
def geturl(self):
n = self.getname()
a = "nsfw" if self.is_nsfw else None
if self.is_nsfw:
return url_for("get", path=n, secret=self.secret, _external=True, _anchor="nsfw") + "\n"
else:
return url_for("get", path=n, secret=self.secret, _external=True) + "\n"
return url_for("get", path=n, secret=self.secret,
_external=True, _anchor=a) + "\n"
def getpath(self) -> Path:
return Path(app.config["FHOST_STORAGE_PATH"]) / self.sha256
@ -197,33 +204,37 @@ class File(db.Model):
self.removed = permanent
self.getpath().unlink(missing_ok=True)
# Returns the epoch millisecond that a file should expire
#
# Uses the expiration time provided by the user (requested_expiration)
# upper-bounded by an algorithm that computes the size based on the size of the
# file.
#
# That is, all files are assigned a computed expiration, which can voluntarily
# shortened by the user either by providing a timestamp in epoch millis or a
# duration in hours.
"""
Returns the epoch millisecond that a file should expire
Uses the expiration time provided by the user (requested_expiration)
upper-bounded by an algorithm that computes the size based on the size of
the file.
That is, all files are assigned a computed expiration, which can be
voluntarily shortened by the user either by providing a timestamp in
milliseconds since epoch or a duration in hours.
"""
@staticmethod
def get_expiration(requested_expiration, size) -> int:
current_epoch_millis = time.time() * 1000;
current_epoch_millis = time.time() * 1000
# Maximum lifetime of the file in milliseconds
this_files_max_lifespan = get_max_lifespan(size);
max_lifespan = get_max_lifespan(size)
# The latest allowed expiration date for this file, in epoch millis
this_files_max_expiration = this_files_max_lifespan + 1000 * time.time();
max_expiration = max_lifespan + 1000 * time.time()
if requested_expiration is None:
return this_files_max_expiration
return max_expiration
elif requested_expiration < 1650460320000:
# Treat the requested expiration time as a duration in hours
requested_expiration_ms = requested_expiration * 60 * 60 * 1000
return min(this_files_max_expiration, current_epoch_millis + requested_expiration_ms)
return min(max_expiration,
current_epoch_millis + requested_expiration_ms)
else:
# Treat the requested expiration time as a timestamp in epoch millis
return min(this_files_max_expiration, requested_expiration)
# Treat expiration time as a timestamp in epoch millis
return min(max_expiration, requested_expiration)
"""
requested_expiration can be:
@ -231,18 +242,23 @@ class File(db.Model):
- a duration (in hours) that the file should live for
- a timestamp in epoch millis that the file should expire at
Any value greater that the longest allowed file lifespan will be rounded down to that
value.
Any value greater that the longest allowed file lifespan will be rounded
down to that value.
"""
def store(file_, requested_expiration: typing.Optional[int], addr, ua, secret: bool):
@staticmethod
def store(file_, requested_expiration: typing.Optional[int], addr, ua,
secret: bool):
data = file_.read()
digest = sha256(data).hexdigest()
def get_mime():
guess = mimedetect.from_buffer(data)
app.logger.debug(f"MIME - specified: '{file_.content_type}' - detected: '{guess}'")
app.logger.debug(f"MIME - specified: '{file_.content_type}' - "
f"detected: '{guess}'")
if not file_.content_type or not "/" in file_.content_type or file_.content_type == "application/octet-stream":
if (not file_.content_type
or "/" not in file_.content_type
or file_.content_type == "application/octet-stream"):
mime = guess
else:
mime = file_.content_type
@ -254,7 +270,7 @@ class File(db.Model):
if flt.check(guess):
abort(403, flt.reason)
if mime.startswith("text/") and not "charset" in mime:
if mime.startswith("text/") and "charset" not in mime:
mime += "; charset=utf-8"
return mime
@ -266,7 +282,8 @@ class File(db.Model):
gmime = mime.split(";")[0]
guess = guess_extension(gmime)
app.logger.debug(f"extension - specified: '{ext}' - detected: '{guess}'")
app.logger.debug(f"extension - specified: '{ext}' - detected: "
f"'{guess}'")
if not ext:
if gmime in app.config["FHOST_EXT_OVERRIDE"]:
@ -309,7 +326,8 @@ class File(db.Model):
if isnew:
f.secret = None
if secret:
f.secret = secrets.token_urlsafe(app.config["FHOST_SECRET_BYTES"])
f.secret = \
secrets.token_urlsafe(app.config["FHOST_SECRET_BYTES"])
storage = Path(app.config["FHOST_STORAGE_PATH"])
storage.mkdir(parents=True, exist_ok=True)
@ -451,7 +469,7 @@ class UAFilter(HasRegex, RequestFilter):
class UrlEncoder(object):
def __init__(self,alphabet, min_length):
def __init__(self, alphabet, min_length):
self.alphabet = alphabet
self.min_length = min_length
@ -471,17 +489,21 @@ class UrlEncoder(object):
result += self.alphabet.index(c) * (n ** i)
return result
su = UrlEncoder(alphabet=app.config["URL_ALPHABET"], min_length=1)
def fhost_url(scheme=None):
if not scheme:
return url_for(".fhost", _external=True).rstrip("/")
else:
return url_for(".fhost", _external=True, _scheme=scheme).rstrip("/")
def is_fhost_url(url):
return url.startswith(fhost_url()) or url.startswith(fhost_url("https"))
def shorten(url):
if len(url) > app.config["MAX_URL_LENGTH"]:
abort(414)
@ -493,16 +515,18 @@ def shorten(url):
return u.geturl()
"""
requested_expiration can be:
- None, to use the longest allowed file lifespan
- a duration (in hours) that the file should live for
- a timestamp in epoch millis that the file should expire at
Any value greater that the longest allowed file lifespan will be rounded down to that
value.
Any value greater that the longest allowed file lifespan will be rounded down
to that value.
"""
def store_file(f, requested_expiration: typing.Optional[int], addr, ua, secret: bool):
def store_file(f, requested_expiration: typing.Optional[int], addr, ua,
secret: bool):
sf, isnew = File.store(f, requested_expiration, addr, ua, secret)
response = make_response(sf.geturl())
@ -513,11 +537,12 @@ def store_file(f, requested_expiration: typing.Optional[int], addr, ua, secret:
return response
def store_url(url, addr, ua, secret: bool):
if is_fhost_url(url):
abort(400)
h = { "Accept-Encoding" : "identity" }
h = {"Accept-Encoding": "identity"}
r = requests.get(url, stream=True, verify=False, headers=h)
try:
@ -526,13 +551,14 @@ def store_url(url, addr, ua, secret: bool):
return str(e) + "\n"
if "content-length" in r.headers:
l = int(r.headers["content-length"])
length = int(r.headers["content-length"])
if l <= app.config["MAX_CONTENT_LENGTH"]:
if length <= app.config["MAX_CONTENT_LENGTH"]:
def urlfile(**kwargs):
return type('',(),kwargs)()
return type('', (), kwargs)()
f = urlfile(read=r.raw.read, content_type=r.headers["content-type"], filename="")
f = urlfile(read=r.raw.read,
content_type=r.headers["content-type"], filename="")
return store_file(f, None, addr, ua, secret)
else:
@ -540,10 +566,9 @@ def store_url(url, addr, ua, secret: bool):
else:
abort(411)
def manage_file(f):
try:
assert(request.form["token"] == f.mgmt_token)
except:
if request.form["token"] != f.mgmt_token:
abort(401)
if "delete" in request.form:
@ -562,6 +587,7 @@ def manage_file(f):
abort(400)
@app.route("/<path:path>", methods=["GET", "POST"])
@app.route("/s/<secret>/<path:path>", methods=["GET", "POST"])
def get(path, secret=None):
@ -598,7 +624,9 @@ def get(path, secret=None):
response.headers["Content-Length"] = f.size
response.headers["X-Accel-Redirect"] = "/" + str(fpath)
else:
response = send_from_directory(app.config["FHOST_STORAGE_PATH"], f.sha256, mimetype = f.mime)
response = send_from_directory(
app.config["FHOST_STORAGE_PATH"], f.sha256,
mimetype=f.mime)
response.headers["X-Expires"] = f.expiration
return response
@ -616,6 +644,7 @@ def get(path, secret=None):
abort(404)
@app.route("/", methods=["GET", "POST"])
def fhost():
if request.method == "POST":
@ -665,12 +694,14 @@ def fhost():
else:
return render_template("index.html")
@app.route("/robots.txt")
def robots():
return """User-agent: *
Disallow: /
"""
@app.errorhandler(400)
@app.errorhandler(401)
@app.errorhandler(403)
@ -682,20 +713,23 @@ Disallow: /
@app.errorhandler(451)
def ehandler(e):
try:
return render_template(f"{e.code}.html", id=id, request=request, description=e.description), e.code
return render_template(f"{e.code}.html", id=id, request=request,
description=e.description), e.code
except TemplateNotFound:
return "Segmentation fault\n", e.code
@app.cli.command("prune")
def prune():
"""
Clean up expired files
Deletes any files from the filesystem which have hit their expiration time. This
doesn't remove them from the database, only from the filesystem. It's recommended
that server owners run this command regularly, or set it up on a timer.
Deletes any files from the filesystem which have hit their expiration time.
This doesn't remove them from the database, only from the filesystem.
It is recommended that server owners run this command regularly, or set it
up on a timer.
"""
current_time = time.time() * 1000;
current_time = time.time() * 1000
# The path to where uploaded files are stored
storage = Path(app.config["FHOST_STORAGE_PATH"])
@ -709,7 +743,7 @@ def prune():
)
)
files_removed = 0;
files_removed = 0
# For every expired file...
for file in expired_files:
@ -722,31 +756,33 @@ def prune():
# Remove it from the file system
try:
os.remove(file_path)
files_removed += 1;
files_removed += 1
except FileNotFoundError:
pass # If the file was already gone, we're good
pass # If the file was already gone, we're good
except OSError as e:
print(e)
print(
"\n------------------------------------"
"Encountered an error while trying to remove file {file_path}. Double"
"check to make sure the server is configured correctly, permissions are"
"okay, and everything is ship shape, then try again.")
return;
"Encountered an error while trying to remove file {file_path}."
"Make sure the server is configured correctly, permissions "
"are okay, and everything is ship shape, then try again.")
return
# Finally, mark that the file was removed
file.expiration = None;
file.expiration = None
db.session.commit()
print(f"\nDone! {files_removed} file(s) removed")
""" For a file of a given size, determine the largest allowed lifespan of that file
Based on the current app's configuration: Specifically, the MAX_CONTENT_LENGTH, as well
as FHOST_{MIN,MAX}_EXPIRATION.
"""
For a file of a given size, determine the largest allowed lifespan of that file
This lifespan may be shortened by a user's request, but no files should be allowed to
expire at a point after this number.
Based on the current app's configuration:
Specifically, the MAX_CONTENT_LENGTH, as well as FHOST_{MIN,MAX}_EXPIRATION.
This lifespan may be shortened by a user's request, but no files should be
allowed to expire at a point after this number.
Value returned is a duration in milliseconds.
"""
@ -756,11 +792,13 @@ def get_max_lifespan(filesize: int) -> int:
max_size = app.config.get("MAX_CONTENT_LENGTH", 256 * 1024 * 1024)
return min_exp + int((-max_exp + min_exp) * (filesize / max_size - 1) ** 3)
def do_vscan(f):
if f["path"].is_file():
with open(f["path"], "rb") as scanf:
try:
f["result"] = list(app.config["VSCAN_SOCKET"].instream(scanf).values())[0]
res = list(app.config["VSCAN_SOCKET"].instream(scanf).values())
f["result"] = res[0]
except:
f["result"] = ("SCAN FAILED", None)
else:
@ -768,11 +806,12 @@ def do_vscan(f):
return f
@app.cli.command("vscan")
def vscan():
if not app.config["VSCAN_SOCKET"]:
print("""Error: Virus scanning enabled but no connection method specified.
Please set VSCAN_SOCKET.""")
print("Error: Virus scanning enabled but no connection method "
"specified.\nPlease set VSCAN_SOCKET.")
sys.exit(1)
qp = Path(app.config["VSCAN_QUARANTINE_PATH"])
@ -786,9 +825,11 @@ Please set VSCAN_SOCKET.""")
File.last_vscan == None),
File.removed == False)
else:
res = File.query.filter(File.last_vscan == None, File.removed == False)
res = File.query.filter(File.last_vscan == None,
File.removed == False)
work = [{"path" : f.getpath(), "name" : f.getname(), "id" : f.id} for f in res]
work = [{"path": f.getpath(), "name": f.getname(), "id": f.id}
for f in res]
results = []
for i, r in enumerate(p.imap_unordered(do_vscan, work)):
@ -802,9 +843,10 @@ Please set VSCAN_SOCKET.""")
found = True
results.append({
"id" : r["id"],
"last_vscan" : None if r["result"][0] == "SCAN FAILED" else datetime.datetime.now(),
"removed" : found})
"id": r["id"],
"last_vscan": None if r["result"][0] == "SCAN FAILED"
else datetime.datetime.now(),
"removed": found})
db.session.bulk_update_mappings(File, results)
db.session.commit()

View file

@ -81,6 +81,7 @@ def run_migrations_online():
finally:
connection.close()
if context.is_offline_mode():
run_migrations_offline()
else:

View file

@ -15,12 +15,8 @@ import sqlalchemy as sa
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.add_column('file', sa.Column('mgmt_token', sa.String(), nullable=True))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_column('file', 'mgmt_token')
# ### end Alembic commands ###

View file

@ -15,28 +15,22 @@ import sqlalchemy as sa
def upgrade():
### commands auto generated by Alembic - please adjust! ###
op.create_table('URL',
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('url', sa.UnicodeText(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('url')
)
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('url', sa.UnicodeText(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('url'))
op.create_table('file',
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('sha256', sa.String(), nullable=True),
sa.Column('ext', sa.UnicodeText(), nullable=True),
sa.Column('mime', sa.UnicodeText(), nullable=True),
sa.Column('addr', sa.UnicodeText(), nullable=True),
sa.Column('removed', sa.Boolean(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('sha256')
)
### end Alembic commands ###
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('sha256', sa.String(), nullable=True),
sa.Column('ext', sa.UnicodeText(), nullable=True),
sa.Column('mime', sa.UnicodeText(), nullable=True),
sa.Column('addr', sa.UnicodeText(), nullable=True),
sa.Column('removed', sa.Boolean(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('sha256'))
def downgrade():
### commands auto generated by Alembic - please adjust! ###
op.drop_table('file')
op.drop_table('URL')
### end Alembic commands ###

View file

@ -19,6 +19,7 @@ from pathlib import Path
Base = automap_base()
def upgrade():
op.add_column('file', sa.Column('size', sa.BigInteger(), nullable=True))
bind = op.get_bind()
@ -34,8 +35,8 @@ def upgrade():
p = storage / f.sha256
if p.is_file():
updates.append({
"id" : f.id,
"size" : p.stat().st_size
"id": f.id,
"size": p.stat().st_size
})
session.bulk_update_mappings(File, updates)

View file

@ -19,47 +19,48 @@ import ipaddress
Base = automap_base()
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.create_table('request_filter',
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('type', sa.String(length=20), nullable=False),
sa.Column('comment', sa.UnicodeText(), nullable=True),
sa.Column('addr', sa.LargeBinary(length=16), nullable=True),
sa.Column('net', sa.Text(), nullable=True),
sa.Column('regex', sa.UnicodeText(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('addr')
)
with op.batch_alter_table('request_filter', schema=None) as batch_op:
batch_op.create_index(batch_op.f('ix_request_filter_type'), ['type'], unique=False)
# ### end Alembic commands ###
def upgrade():
op.create_table('request_filter',
sa.Column('id', sa.Integer(), nullable=False),
sa.Column('type', sa.String(length=20), nullable=False),
sa.Column('comment', sa.UnicodeText(), nullable=True),
sa.Column('addr', sa.LargeBinary(length=16),
nullable=True),
sa.Column('net', sa.Text(), nullable=True),
sa.Column('regex', sa.UnicodeText(), nullable=True),
sa.PrimaryKeyConstraint('id'),
sa.UniqueConstraint('addr'))
with op.batch_alter_table('request_filter', schema=None) as batch_op:
batch_op.create_index(batch_op.f('ix_request_filter_type'), ['type'],
unique=False)
bind = op.get_bind()
Base.prepare(autoload_with=bind)
RequestFilter = Base.classes.request_filter
session = Session(bind=bind)
if "FHOST_UPLOAD_BLACKLIST" in current_app.config:
if current_app.config["FHOST_UPLOAD_BLACKLIST"]:
with current_app.open_instance_resource(current_app.config["FHOST_UPLOAD_BLACKLIST"], "r") as bl:
for l in bl.readlines():
if not l.startswith("#"):
l = l.strip()
if l.endswith(":"):
# old implementation uses str.startswith,
# which does not translate to networks
current_app.logger.warning(f"Ignored address: {l}")
continue
blp = current_app.config.get("FHOST_UPLOAD_BLACKLIST")
if blp:
with current_app.open_instance_resource(blp, "r") as bl:
for line in bl.readlines():
if not line.startswith("#"):
line = line.strip()
if line.endswith(":"):
# old implementation uses str.startswith,
# which does not translate to networks
current_app.logger.warning(
f"Ignored address: {line}")
continue
flt = RequestFilter(type="addr", addr=ipaddress.ip_address(l).packed)
session.add(flt)
addr = ipaddress.ip_address(line).packed
flt = RequestFilter(type="addr", addr=addr)
session.add(flt)
if "FHOST_MIME_BLACKLIST" in current_app.config:
for mime in current_app.config["FHOST_MIME_BLACKLIST"]:
flt = RequestFilter(type="mime", regex=mime)
session.add(flt)
for mime in current_app.config.get("FHOST_MIME_BLACKLIST", []):
flt = RequestFilter(type="mime", regex=mime)
session.add(flt)
session.commit()
@ -72,9 +73,7 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
with op.batch_alter_table('request_filter', schema=None) as batch_op:
batch_op.drop_index(batch_op.f('ix_request_filter_type'))
op.drop_table('request_filter')
# ### end Alembic commands ###

View file

@ -15,12 +15,9 @@ import sqlalchemy as sa
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.add_column('file', sa.Column('last_vscan', sa.DateTime(), nullable=True))
# ### end Alembic commands ###
op.add_column('file', sa.Column('last_vscan', sa.DateTime(),
nullable=True))
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_column('file', 'last_vscan')
# ### end Alembic commands ###

View file

@ -15,12 +15,8 @@ import sqlalchemy as sa
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.add_column('file', sa.Column('nsfw_score', sa.Float(), nullable=True))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_column('file', 'nsfw_score')
# ### end Alembic commands ###

View file

@ -21,24 +21,29 @@ from sqlalchemy.orm import Session
import os
import time
""" For a file of a given size, determine the largest allowed lifespan of that file
Based on the current app's configuration: Specifically, the MAX_CONTENT_LENGTH, as well
as FHOST_{MIN,MAX}_EXPIRATION.
"""
For a file of a given size, determine the largest allowed lifespan of that file
This lifespan may be shortened by a user's request, but no files should be allowed to
expire at a point after this number.
Based on the current app's configuration:
Specifically, the MAX_CONTENT_LENGTH, as well as FHOST_{MIN,MAX}_EXPIRATION.
This lifespan may be shortened by a user's request, but no files should be
allowed to expire at a point after this number.
Value returned is a duration in milliseconds.
"""
def get_max_lifespan(filesize: int) -> int:
min_exp = current_app.config.get("FHOST_MIN_EXPIRATION", 30 * 24 * 60 * 60 * 1000)
max_exp = current_app.config.get("FHOST_MAX_EXPIRATION", 365 * 24 * 60 * 60 * 1000)
max_size = current_app.config.get("MAX_CONTENT_LENGTH", 256 * 1024 * 1024)
cfg = current_app.config
min_exp = cfg.get("FHOST_MIN_EXPIRATION", 30 * 24 * 60 * 60 * 1000)
max_exp = cfg.get("FHOST_MAX_EXPIRATION", 365 * 24 * 60 * 60 * 1000)
max_size = cfg.get("MAX_CONTENT_LENGTH", 256 * 1024 * 1024)
return min_exp + int((-max_exp + min_exp) * (filesize / max_size - 1) ** 3)
Base = automap_base()
def upgrade():
op.add_column('file', sa.Column('expiration', sa.BigInteger()))
@ -48,14 +53,14 @@ def upgrade():
session = Session(bind=bind)
storage = Path(current_app.config["FHOST_STORAGE_PATH"])
current_time = time.time() * 1000;
current_time = time.time() * 1000
# List of file hashes which have not expired yet
# This could get really big for some servers
try:
unexpired_files = os.listdir(storage)
except FileNotFoundError:
return # There are no currently unexpired files
return # There are no currently unexpired files
# Calculate an expiration date for all existing files
@ -65,7 +70,7 @@ def upgrade():
sa.not_(File.removed)
)
)
updates = [] # We coalesce updates to the database here
updates = [] # We coalesce updates to the database here
# SQLite has a hard limit on the number of variables so we
# need to do this the slow way
@ -74,13 +79,18 @@ def upgrade():
for file in files:
file_path = storage / file.sha256
stat = os.stat(file_path)
max_age = get_max_lifespan(stat.st_size) # How long the file is allowed to live, in ms
file_birth = stat.st_mtime * 1000 # When the file was created, in ms
updates.append({'id': file.id, 'expiration': int(file_birth + max_age)})
# How long the file is allowed to live, in ms
max_age = get_max_lifespan(stat.st_size)
# When the file was created, in ms
file_birth = stat.st_mtime * 1000
updates.append({
'id': file.id,
'expiration': int(file_birth + max_age)})
# Apply coalesced updates
session.bulk_update_mappings(File, updates)
session.commit()
def downgrade():
op.drop_column('file', 'expiration')

View file

@ -15,16 +15,10 @@ import sqlalchemy as sa
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
with op.batch_alter_table('file', schema=None) as batch_op:
batch_op.add_column(sa.Column('ua', sa.UnicodeText(), nullable=True))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
with op.batch_alter_table('file', schema=None) as batch_op:
batch_op.drop_column('ua')
# ### end Alembic commands ###

View file

@ -15,12 +15,8 @@ import sqlalchemy as sa
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.add_column('file', sa.Column('secret', sa.String(), nullable=True))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_column('file', 'secret')
# ### end Alembic commands ###

101
mod.py
View file

@ -14,10 +14,11 @@ from jinja2.filters import do_filesizeformat
import ipaddress
from fhost import db, File, AddrFilter, su, app as fhost_app
from modui import *
from modui import FileTable, mime, MpvWidget, Notification
fhost_app.app_context().push()
class NullptrMod(Screen):
BINDINGS = [
("q", "quit_app", "Quit"),
@ -67,53 +68,58 @@ class NullptrMod(Screen):
self.finput.display = False
ftable = self.query_one("#ftable")
ftable.focus()
q = ftable.base_query
if len(message.value):
match self.filter_col:
case 1:
try: ftable.query = ftable.base_query.filter(File.id == su.debase(message.value))
except ValueError: pass
try:
q = q.filter(File.id == su.debase(message.value))
except ValueError:
return
case 2:
try:
addr = ipaddress.ip_address(message.value)
if type(addr) is ipaddress.IPv6Address:
addr = addr.ipv4_mapped or addr
q = ftable.base_query.filter(File.addr == addr)
ftable.query = q
except ValueError: pass
case 3: ftable.query = ftable.base_query.filter(File.mime.like(message.value))
case 4: ftable.query = ftable.base_query.filter(File.ext.like(message.value))
case 5: ftable.query = ftable.base_query.filter(File.ua.like(message.value))
else:
ftable.query = ftable.base_query
q = q.filter(File.addr == addr)
except ValueError:
return
case 3: q = q.filter(File.mime.like(message.value))
case 4: q = q.filter(File.ext.like(message.value))
case 5: q = q.filter(File.ua.like(message.value))
ftable.query = q
def action_remove_file(self, permanent: bool) -> None:
if self.current_file:
self.current_file.delete(permanent)
db.session.commit()
self.mount(Notification(f"{'Banned' if permanent else 'Removed'} file {self.current_file.getname()}"))
self.mount(Notification(f"{'Banned' if permanent else 'Removed'}"
f"file {self.current_file.getname()}"))
self.action_refresh()
def action_ban_ip(self, nuke: bool) -> None:
if self.current_file:
if AddrFilter.query.filter(AddrFilter.addr ==
self.current_file.addr).scalar():
txt = f"{self.current_file.addr.compressed} is already banned"
addr = self.current_file.addr
if AddrFilter.query.filter(AddrFilter.addr == addr).scalar():
txt = f"{addr.compressed} is already banned"
else:
db.session.add(AddrFilter(self.current_file.addr))
db.session.add(AddrFilter(addr))
db.session.commit()
txt = f"Banned {self.current_file.addr.compressed}"
txt = f"Banned {addr.compressed}"
if nuke:
tsize = 0
trm = 0
for f in File.query.filter(File.addr == self.current_file.addr):
for f in File.query.filter(File.addr == addr):
if f.getpath().is_file():
tsize += f.size or f.getpath().stat().st_size
trm += 1
f.delete(True)
db.session.commit()
txt += f", removed {trm} {'files' if trm != 1 else 'file'} totaling {do_filesizeformat(tsize, True)}"
txt += f", removed {trm} {'files' if trm != 1 else 'file'} " \
f"totaling {do_filesizeformat(tsize, True)}"
self.mount(Notification(txt))
self._refresh_layout()
ftable = self.query_one("#ftable")
@ -131,7 +137,7 @@ class NullptrMod(Screen):
DataTable(id="finfo", show_header=False, cursor_type="none"),
MpvWidget(id="mpv"),
RichLog(id="ftextlog", auto_scroll=False),
id="infopane"))
id="infopane"))
yield Input(id="filter_input")
yield Footer()
@ -150,11 +156,14 @@ class NullptrMod(Screen):
self.finput = self.query_one("#filter_input")
self.mimehandler = mime.MIMEHandler()
self.mimehandler.register(mime.MIMECategory.Archive, self.handle_libarchive)
self.mimehandler.register(mime.MIMECategory.Archive,
self.handle_libarchive)
self.mimehandler.register(mime.MIMECategory.Text, self.handle_text)
self.mimehandler.register(mime.MIMECategory.AV, self.handle_mpv)
self.mimehandler.register(mime.MIMECategory.Document, self.handle_mupdf)
self.mimehandler.register(mime.MIMECategory.Fallback, self.handle_libarchive)
self.mimehandler.register(mime.MIMECategory.Document,
self.handle_mupdf)
self.mimehandler.register(mime.MIMECategory.Fallback,
self.handle_libarchive)
self.mimehandler.register(mime.MIMECategory.Fallback, self.handle_mpv)
self.mimehandler.register(mime.MIMECategory.Fallback, self.handle_raw)
@ -166,7 +175,7 @@ class NullptrMod(Screen):
def handle_text(self, cat):
with open(self.current_file.getpath(), "r") as sf:
data = sf.read(1000000).replace("\033","")
data = sf.read(1000000).replace("\033", "")
self.ftlog.write(data)
return True
@ -181,7 +190,8 @@ class NullptrMod(Screen):
self.mpvw.styles.height = "40%"
self.mpvw.start_mpv("hex://" + imgdata, 0)
self.ftlog.write(Text.from_markup(f"[bold]Pages:[/bold] {doc.page_count}"))
self.ftlog.write(
Text.from_markup(f"[bold]Pages:[/bold] {doc.page_count}"))
self.ftlog.write(Text.from_markup("[bold]Metadata:[/bold]"))
for k, v in doc.metadata.items():
self.ftlog.write(Text.from_markup(f" [bold]{k}:[/bold] {v}"))
@ -206,7 +216,8 @@ class NullptrMod(Screen):
for k, v in c.metadata.items():
self.ftlog.write(f" {k}: {v}")
for s in c.streams:
self.ftlog.write(Text(f"Stream {s.index}:", style="bold"))
self.ftlog.write(
Text(f"Stream {s.index}:", style="bold"))
self.ftlog.write(f" Type: {s.type}")
if s.base_rate:
self.ftlog.write(f" Frame rate: {s.base_rate}")
@ -225,24 +236,31 @@ class NullptrMod(Screen):
else:
c = chr(s)
s = c
if c.isalpha(): return f"\0[chartreuse1]{s}\0[/chartreuse1]"
if c.isdigit(): return f"\0[gold1]{s}\0[/gold1]"
if c.isalpha():
return f"\0[chartreuse1]{s}\0[/chartreuse1]"
if c.isdigit():
return f"\0[gold1]{s}\0[/gold1]"
if not c.isprintable():
g = "grey50" if c == "\0" else "cadet_blue"
return f"\0[{g}]{s if len(s) == 2 else '.'}\0[/{g}]"
return s
return Text.from_markup("\n".join(f"{' '.join(map(fmt, map(''.join, zip(*[iter(c.hex())] * 2))))}"
f"{' ' * (16 - len(c))}"
f" {''.join(map(fmt, c))}"
for c in map(lambda x: bytes([n for n in x if n != None]),
zip_longest(*[iter(binf.read(min(length, 16 * 10)))] * 16))))
return Text.from_markup(
"\n".join(' '.join(
map(fmt, map(''.join, zip(*[iter(c.hex())] * 2)))) +
f"{' ' * (16 - len(c))} {''.join(map(fmt, c))}"
for c in
map(lambda x: bytes([n for n in x if n is not None]),
zip_longest(
*[iter(binf.read(min(length, 16 * 10)))] * 16))))
with open(self.current_file.getpath(), "rb") as binf:
self.ftlog.write(hexdump(binf, self.current_file.size))
if self.current_file.size > 16*10*2:
binf.seek(self.current_file.size-16*10)
self.ftlog.write(" [...] ".center(64, ''))
self.ftlog.write(hexdump(binf, self.current_file.size - binf.tell()))
self.ftlog.write(hexdump(binf,
self.current_file.size - binf.tell()))
return True
@ -253,7 +271,9 @@ class NullptrMod(Screen):
self.finfo.add_rows([
("ID:", str(f.id)),
("File name:", f.getname()),
("URL:", f.geturl() if fhost_app.config["SERVER_NAME"] else "⚠ Set SERVER_NAME in config.py to display"),
("URL:", f.geturl()
if fhost_app.config["SERVER_NAME"]
else "⚠ Set SERVER_NAME in config.py to display"),
("File size:", do_filesizeformat(f.size, True)),
("MIME type:", f.mime),
("SHA256 checksum:", f.sha256),
@ -261,9 +281,14 @@ class NullptrMod(Screen):
("User agent:", Text(f.ua or "")),
("Management token:", f.mgmt_token),
("Secret:", f.secret),
("Is NSFW:", ("Yes" if f.is_nsfw else "No") + (f" (Score: {f.nsfw_score:0.4f})" if f.nsfw_score else " (Not scanned)")),
("Is NSFW:", ("Yes" if f.is_nsfw else "No") +
(f" (Score: {f.nsfw_score:0.4f})"
if f.nsfw_score else " (Not scanned)")),
("Is banned:", "Yes" if f.removed else "No"),
("Expires:", time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime(File.get_expiration(f.expiration, f.size)/1000)))
("Expires:",
time.strftime("%Y-%m-%d %H:%M:%S",
time.gmtime(File.get_expiration(f.expiration,
f.size)/1000)))
])
self.mpvw.stop_mpv(True)
@ -273,6 +298,7 @@ class NullptrMod(Screen):
self.mimehandler.handle(f.mime, f.ext)
self.ftlog.scroll_to(x=0, y=0, animate=False)
class NullptrModApp(App):
CSS_PATH = "mod.css"
@ -282,6 +308,7 @@ class NullptrModApp(App):
self.install_screen(self.main_screen, name="main")
self.push_screen("main")
if __name__ == "__main__":
app = NullptrModApp()
app.run()

View file

@ -7,12 +7,14 @@ from jinja2.filters import do_filesizeformat
from fhost import File
from modui import mime
class FileTable(DataTable):
query = Reactive(None)
order_col = Reactive(0)
order_desc = Reactive(True)
limit = 10000
colmap = [File.id, File.removed, File.nsfw_score, None, File.ext, File.size, File.mime]
colmap = [File.id, File.removed, File.nsfw_score, None, File.ext,
File.size, File.mime]
def __init__(self, **kwargs):
super().__init__(**kwargs)
@ -33,6 +35,8 @@ class FileTable(DataTable):
def watch_query(self, old, value) -> None:
def fmt_file(f: File) -> tuple:
mimemoji = mime.mimemoji.get(f.mime.split('/')[0],
mime.mimemoji.get(f.mime)) or ' '
return (
str(f.id),
"🔴" if f.removed else " ",
@ -40,14 +44,15 @@ class FileTable(DataTable):
"👻" if not f.getpath().is_file() else " ",
f.getname(),
do_filesizeformat(f.size, True),
f"{mime.mimemoji.get(f.mime.split('/')[0], mime.mimemoji.get(f.mime)) or ' '} " + f.mime,
f"{mimemoji} {f.mime}",
)
if (self.query):
order = FileTable.colmap[self.order_col]
q = self.query
if order: q = q.order_by(order.desc() if self.order_desc else order, File.id)
if order:
q = q.order_by(order.desc() if self.order_desc
else order, File.id)
qres = list(map(fmt_file, q.limit(self.limit)))
ri = 0

View file

@ -2,46 +2,46 @@ from enum import Enum
from textual import log
mimemoji = {
"audio" : "🔈",
"video" : "🎞",
"text" : "📄",
"image" : "🖼",
"application/zip" : "🗜️",
"application/x-zip-compressed" : "🗜️",
"application/x-tar" : "🗄",
"application/x-cpio" : "🗄",
"application/x-xz" : "🗜️",
"application/x-7z-compressed" : "🗜️",
"application/gzip" : "🗜️",
"application/zstd" : "🗜️",
"application/x-rar" : "🗜️",
"application/x-rar-compressed" : "🗜️",
"application/vnd.ms-cab-compressed" : "🗜️",
"application/x-bzip2" : "🗜️",
"application/x-lzip" : "🗜️",
"application/x-iso9660-image" : "💿",
"application/pdf" : "📕",
"application/epub+zip" : "📕",
"application/mxf" : "🎞",
"application/vnd.android.package-archive" : "📦",
"application/vnd.debian.binary-package" : "📦",
"application/x-rpm" : "📦",
"application/x-dosexec" : "",
"application/x-execuftable" : "",
"application/x-sharedlib" : "",
"application/java-archive" : "",
"application/x-qemu-disk" : "🖴",
"application/pgp-encrypted" : "🔏",
"audio": "🔈",
"video": "🎞",
"text": "📄",
"image": "🖼",
"application/zip": "🗜️",
"application/x-zip-compressed": "🗜️",
"application/x-tar": "🗄",
"application/x-cpio": "🗄",
"application/x-xz": "🗜️",
"application/x-7z-compressed": "🗜️",
"application/gzip": "🗜️",
"application/zstd": "🗜️",
"application/x-rar": "🗜️",
"application/x-rar-compressed": "🗜️",
"application/vnd.ms-cab-compressed": "🗜️",
"application/x-bzip2": "🗜️",
"application/x-lzip": "🗜️",
"application/x-iso9660-image": "💿",
"application/pdf": "📕",
"application/epub+zip": "📕",
"application/mxf": "🎞",
"application/vnd.android.package-archive": "📦",
"application/vnd.debian.binary-package": "📦",
"application/x-rpm": "📦",
"application/x-dosexec": "",
"application/x-execuftable": "",
"application/x-sharedlib": "",
"application/java-archive": "",
"application/x-qemu-disk": "🖴",
"application/pgp-encrypted": "🔏",
}
MIMECategory = Enum("MIMECategory",
["Archive", "Text", "AV", "Document", "Fallback"]
)
MIMECategory = Enum("MIMECategory", ["Archive", "Text", "AV", "Document",
"Fallback"])
class MIMEHandler:
def __init__(self):
self.handlers = {
MIMECategory.Archive : [[
MIMECategory.Archive: [[
"application/zip",
"application/x-zip-compressed",
"application/x-tar",
@ -62,31 +62,31 @@ class MIMEHandler:
"application/java-archive",
"application/vnd.openxmlformats"
], []],
MIMECategory.Text : [[
MIMECategory.Text: [[
"text",
"application/json",
"application/xml",
], []],
MIMECategory.AV : [[
MIMECategory.AV: [[
"audio", "video", "image",
"application/mxf"
], []],
MIMECategory.Document : [[
MIMECategory.Document: [[
"application/pdf",
"application/epub",
"application/x-mobipocket-ebook",
], []],
MIMECategory.Fallback : [[], []]
MIMECategory.Fallback: [[], []]
}
self.exceptions = {
MIMECategory.Archive : {
".cbz" : MIMECategory.Document,
".xps" : MIMECategory.Document,
".epub" : MIMECategory.Document,
MIMECategory.Archive: {
".cbz": MIMECategory.Document,
".xps": MIMECategory.Document,
".epub": MIMECategory.Document,
},
MIMECategory.Text : {
".fb2" : MIMECategory.Document,
MIMECategory.Text: {
".fb2": MIMECategory.Document,
}
}
@ -115,12 +115,14 @@ class MIMEHandler:
cat = getcat(mime)
for handler in self.handlers[cat][1]:
try:
if handler(cat): return
if handler(cat):
return
except: pass
for handler in self.handlers[MIMECategory.Fallback][1]:
try:
if handler(None): return
if handler(None):
return
except: pass
raise RuntimeError(f"Unhandled MIME type category: {cat}")

View file

@ -1,5 +1,9 @@
import time
import fcntl, struct, termios
import fcntl
import struct
import termios
from sys import stdout
from textual import events, log
@ -7,6 +11,7 @@ from textual.widgets import Static
from fhost import app as fhost_app
class MpvWidget(Static):
def __init__(self, **kwargs):
super().__init__(**kwargs)
@ -14,8 +19,10 @@ class MpvWidget(Static):
self.mpv = None
self.vo = fhost_app.config.get("MOD_PREVIEW_PROTO")
if not self.vo in ["sixel", "kitty"]:
self.update("⚠ Previews not enabled. \n\nSet MOD_PREVIEW_PROTO to 'sixel' or 'kitty' in config.py,\nwhichever is supported by your terminal.")
if self.vo not in ["sixel", "kitty"]:
self.update("⚠ Previews not enabled. \n\nSet MOD_PREVIEW_PROTO "
"to 'sixel' or 'kitty' in config.py,\nwhichever is "
"supported by your terminal.")
else:
try:
import mpv
@ -27,28 +34,35 @@ class MpvWidget(Static):
self.mpv[f"vo-sixel-buffered"] = True
self.mpv["audio"] = False
self.mpv["loop-file"] = "inf"
self.mpv["image-display-duration"] = 0.5 if self.vo == "sixel" else "inf"
self.mpv["image-display-duration"] = 0.5 \
if self.vo == "sixel" else "inf"
except Exception as e:
self.mpv = None
self.update(f"⚠ Previews require python-mpv with libmpv 0.36.0 or later \n\nError was:\n{type(e).__name__}: {e}")
self.update("⚠ Previews require python-mpv with libmpv "
"0.36.0 or later \n\nError was:\n"
f"{type(e).__name__}: {e}")
def start_mpv(self, f: str|None = None, pos: float|str|None = None) -> None:
def start_mpv(self, f: str | None = None,
pos: float | str | None = None) -> None:
self.display = True
self.screen._refresh_layout()
if self.mpv:
if self.content_region.x:
r, c, w, h = struct.unpack('hhhh', fcntl.ioctl(0, termios.TIOCGWINSZ, '12345678'))
winsz = fcntl.ioctl(0, termios.TIOCGWINSZ, '12345678')
r, c, w, h = struct.unpack('hhhh', winsz)
width = int((w / c) * self.content_region.width)
height = int((h / r) * (self.content_region.height + (1 if self.vo == "sixel" else 0)))
height = int((h / r) * (self.content_region.height +
(1 if self.vo == "sixel" else 0)))
self.mpv[f"vo-{self.vo}-left"] = self.content_region.x + 1
self.mpv[f"vo-{self.vo}-top"] = self.content_region.y + 1
self.mpv[f"vo-{self.vo}-rows"] = self.content_region.height + (1 if self.vo == "sixel" else 0)
self.mpv[f"vo-{self.vo}-rows"] = self.content_region.height + \
(1 if self.vo == "sixel" else 0)
self.mpv[f"vo-{self.vo}-cols"] = self.content_region.width
self.mpv[f"vo-{self.vo}-width"] = width
self.mpv[f"vo-{self.vo}-height"] = height
if pos != None:
if pos is not None:
self.mpv["start"] = pos
if f:

View file

@ -1,5 +1,6 @@
from textual.widgets import Static
class Notification(Static):
def on_mount(self) -> None:
self.set_timer(3, self.remove)

View file

@ -18,32 +18,34 @@
and limitations under the License.
"""
import os
import sys
from pathlib import Path
import av
from transformers import pipeline
class NSFWDetector:
def __init__(self):
self.classifier = pipeline("image-classification", model="giacomoarienti/nsfw-classifier")
self.classifier = pipeline("image-classification",
model="giacomoarienti/nsfw-classifier")
def detect(self, fpath):
try:
with av.open(fpath) as container:
try: container.seek(int(container.duration / 2))
try:
container.seek(int(container.duration / 2))
except: container.seek(0)
frame = next(container.decode(video=0))
img = frame.to_image()
res = self.classifier(img)
return max([x["score"] for x in res if x["label"] not in ["neutral", "drawings"]])
return max([x["score"] for x in res
if x["label"] not in ["neutral", "drawings"]])
except: pass
return -1.0
if __name__ == "__main__":
n = NSFWDetector()