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Repository: yaroslaff/nudecrawler
Branch: master
Commit: 0b194382a91f
Files: 32
Total size: 370.4 KB
Directory structure:
gitextract_9rue9blj/
├── .gitignore
├── CHANGELOG.md
├── README.md
├── bin/
│ └── refresh-nsfw-api.sh
├── build-docker.sh
├── docker/
│ ├── DevDockerfile
│ └── Dockerfile
├── nudecrawler/
│ ├── __init__.py
│ ├── cache.py
│ ├── config.py
│ ├── exceptions.py
│ ├── localimage.py
│ ├── nudenet.py
│ ├── page.py
│ ├── remoteimage.py
│ ├── scripts/
│ │ ├── detect_image_aid.py
│ │ ├── detect_image_nsfw_api.py
│ │ ├── detect_image_nudenet.py
│ │ ├── detect_server_nudenet.py
│ │ ├── nudecrawler.py
│ │ └── nudecrawler_makeurls.py
│ ├── tgru.py
│ ├── unbuffered.py
│ ├── verbose.py
│ └── version.py
├── nudecrawler.toml
├── pyproject.toml
├── requirements.txt
├── setup.py
├── tests/
│ └── test_nudecrawler.py
├── urls.txt
└── wordlist.txt
================================================
FILE CONTENTS
================================================
================================================
FILE: .gitignore
================================================
build/
dist/
nudecrawler.egg-info/
__pycache__/
*.pyc
.local/
poetry.lock
.venv
================================================
FILE: CHANGELOG.md
================================================
# 0.2.4 (2023-04-03)
- Count number of new (not found in cache) total/nude/nonnude images
- init stats keys if loaded from stats file of older version
- urls.txt converted to lowercase (and about duplicates are removed)
- unified verbose (-v) print (vprint)
# 0.3.3 (2023-04-03)
- evalidate support
- persistent cache
- new built-in fake detectors true and false
- very basic pytest test added
- fixed bug in transliteration RU->EN
- detect-server-nudenet.py can work as daemon now
- autostart(/stop) nudenet server
- dotenv
# 0.3.4
- --bugreport
# 0.3.6
- Dockerfile
- --workdir option
- --max-pictures
- built-in optional nudenetb detector (if nudenet is installed)
# 0.3.7
- NUDE_TOTAL
# 0.3.8
- typo fixed, README
# 0.3.11
- fixed --workdir / --resume in docker image
# 0.3.13
- Catch errors (and not crash) with broken images
- Load nudenet classifier only when needed
# 0.3.14
- suppress logging from nudenetb
# 0.3.16
- conditionally print number of new images
# 0.3.17
- Better cache saving: save cache to tmp file and rename, nice error if json damaged, --cache-save option
# 0.3.19
- JSONL support for output log
================================================
FILE: README.md
================================================
# nude crawler
Nude crawler crawls all pages on telegra.ph for today and N past days for specific words, checks number of nude, non-nude images, videos (not analysed) and reports pages which looks interesting (e.g. has more then 10 nude images, or has one video)
## Ineffective intriguing warning
No matter how old you are, no matter how tolerant you are, no matter what your sexual orientation is, no matter what your favorite perversion is, no matter how big your sexual horizons are, with NudeCrawler you will find a lot of things that **you will NOT like**.
I wrote this warning because I have seen some shit. LITERALLY.
Please use it only for legal and ethical purposes. And it's 18+ surely.
## Install
Recommended (and most secure) way is using docker:
```
mkdir /tmp/run
sudo docker run --rm -v /tmp/run:/work yaroslaff/nudecrawler nudecrawler -a Eva "Sasha Grey" "Belle Delphine" Amouranth
```
See below how to refine your searching and filtering.
### Alternative install
```
pipx install nudecrawler
```
or, install right from git repo:
```
pipx install git+https://github.com/yaroslaff/nudecrawler
```
on old Linux without pipx, you may use pip3 (and better to install in virtualenv).
## Launch Nude Crawler!
(I intentionally changed links in results, do not want to violate github policy)
~~~
$ nudecrawler sasha-grey
INTERESTING https://telegra.ph/sasha-grey-XXXXXXXX
Nude: 0 non-nude: 0
Total video: 1
INTERESTING https://telegra.ph/sasha-grey-XXXXX
Nude: 9 non-nude: 6
INTERESTING https://telegra.ph/sasha-grey-XXXXX
Nude: 9 non-nude: 6
INTERESTING https://telegra.ph/sasha-grey-XXXXX
Nude: 6 non-nude: 3
~~~
By default, built-in [NudeNet](https://github.com/notAI-tech/NudeNet) detection (`--detect nudenetb`) is used (but nudecrawler has open architecture, natively supports few other detectors and you can easily connect it to any other detectors).
For very impatient, add `-a` (skip nudity detection, print all found pages) and `-v` (verbose) options to skip detections.
## Config file
Most of nudecrawler options could be configured from config file [nudecrawler.toml](https://raw.githubusercontent.com/yaroslaff/nudecrawler/master/nudecrawler.toml). Nudecrawler looks for config file in following locations (first found file is used):
- `NUDECRAWLER_CONFIG` environment variable or `-c` / `--config` option
- `/work/nudecrawler.toml` (This used when working inside docker contaner and host directory mounted as `/work`)
- `nudecrawler.toml` in current working directory
- `~/nudecrawler.toml`
- `/etc/nudecrawler.toml`
options given in command line has higher priority.
## Advanced usage
### How to get only most interesting results
Nudecrawler uses [evalidate](https://github.com/yaroslaff/evalidate) to filter results with python expression (`--expr`). With `-h` help will list all avaliable variables, like: `total_images`, `nude_images`, `nonnude_images`, `new_nude_images`, `new_nonnude_images`, `new_total_images`, `total_video`. `new_` variables are about new images (not found in cache). e.g. `--expr 'total_images>20 and new_nude_images>5'` will print only pages with more then 20 images and 5 nude images (not found in cache). This is good method to skip pages with duplicated content.
Default value: `nude_images > 0`.
Use `-a`/`--all` to get some results ASAP (but later you may want to make some filtering)
Consider using `--days`, `--total` to narrow/wider search.
See also "How to use JSON log files".
### How to search faster
#### How to search faster: use cache
Nudecrawler use very simple cache in JSON format (with two mappings: image url to SHA1 hash of image, and hash to verdict). Sometimes this can speed-up searching greatly, because often some pages are very similar to each other and we can reuse verdict from cache, not doing heavy AI analysis of image and sometimes not even downloading image.
config section
~~~toml
[cache]
# Path to cache file
cache = "/tmp/nccache.json"
cache-save = 1
~~~
`cache-save` is how often we should save in-memory cache to file. With 1 it will be saved after each new file is added to cache. Set it to higher value like 100 or 1000 for very long runs, because saving big cache is slow.
#### How to search faster: use prefiltering for images
To speed-up processing, nudecrawler uses pre-filtering, HTTP HEAD request is performed for any image, and further processing is performed only if images passes basic check:
- Image URL must return status 200
- If server responds with Content-Length in response headers (telegra.ph uses Content-Length), it must be more then `--minsize` (minsize specified in Kb, and default value is 10Kb). This saves us from downloading/filtering icons or other very small images.
#### How to search faster: discard useless pages before analysis
Use argument `--total N` (section `[filter]`, option `total`) to analyse only pages which has more then N images (images discarded on pre-filtered stage do not count). So, if total is 20, images which has less then 20 big images will be discarded quickly.
`--max-pictures` (section `[filter]`, option `max-pictures`) will analyse only first N prefiltered images. So, if page has 1000 images, but `max-pictures` is 10, only first 10 images will be analysed. (and variables like `nude_images` will never be higher then N)
`--max-errors` (section `[filter]`, option `max-errors`) limits number of errors on page (like broken image links), if N errors happened, page is discarded and not processed further.
`--min-content-length` (section `[filter]`, option `max-content-length`) skips pages with too small content-length.
### How to search very fast (without detection)
If you want just to find existing pages in telegra.ph (and do not want to detect nudity on images there or any other filtering) you can use `nudecrawler-makeurls` utility in combination with [bulk-http-check](https://github.com/yaroslaff/bulk-http-check)
~~~
$ time nudecrawler-makeurls "sasha grey" -c 10 | bulk-http-check -n 100 |grep "200$"
https://telegra.ph/sasha-grey-01-12 OK 200
https://telegra.ph/sasha-grey-01-14 OK 200
...
https://telegra.ph/sasha-grey-12-12 OK 200
real 0m5.089s
user 0m1.079s
sys 0m0.444s
~~~
5 seconds to find all (61) telegra.ph pages with title "Sasha Grey".
### Long-time run
#### Stop/Resume
When working with worklists an --stats file, current status is periodically saved to this file. If you need to resume it, just use command `nudecrawler --resume PATH/TO/stats.json`
#### Memory leaking in containers (if using detectors in docker containers)
You may check container memory usage with `sudo docker stats` or `sudo docker stats --no-stream`. Often containers consume more and more memory with time, leading to out-of-memory in the end. To prevent this problem use combination of `--stop` and `--refresh` like `--stop 1000 --refresh refresh-nsfw-api.sh` this will call refresh script every 1000 images. Refresh script should stop current container and start it again. See source of [refresh-nsfw-api.sh](https://raw.githubusercontent.com/yaroslaff/nudecrawler/master/run/refresh-nsfw-api.sh) for example, it's very simple. This shell script is not installed when you install nudecrawler python package.
### Benchmarking/test
Tested on same page, different technologies (default thresholds) gives different results.
Page A: *belle delphine from 16th Jan* (64 lite sexy images, mostly underwear, nude breast on few)
Page B: *sasha grey* from 18 Apr (16 images, 12 clearly nsfw, 4 are clearly safe )
| filtering technology | A time | A nudes | B time | B nudes |
|--- |--- | -- |--- |--- |
|:nude (bilt-in) | 127s | 63 | 34s | 14 (false positives/negatives) |
|detect-image-nsfw_api (docker) | 90s | 49 | 23s | 12 |
|detect-image-aid (docker) | 124s | 10 | 28s | 6 (false negatives) |
|detect-image-nudenet (scripts) | 90s | 57 | 24s | 12 |
### Working with wordlists
While you can run nudecrawler to search few words like `nudecrawler "sasha grey" "Belle Delphine" Amouranth`, you may want to run it for long time with very long wordlist from file.
In simplest case (not so big wordlist), just use `-w`, like:
~~~shell
# verbose, no-filtering (report all pages), use wordlist
nudecrawler -v -a -w wordlist.txt
~~~
If you have very large wordlist, better to pre-check it with faster tool like [bulk-http-check](https://github.com/yaroslaff/bulk-http-check), it's much faster, doing simple check (we need only filter-out 200 vs 404 pages) millions of page per hour on smallest VPS server.
Convert wordlist to urllist
~~~shell
# only generate URLs
nudecrawler-makeurls -w wordlist.txt > urls.txt
~~~
Verify it with [bulk-http-check](https://github.com/yaroslaff/bulk-http-check) and get output file with this format:
~~~
https://telegra.ph/abazhurah-02-26 OK 404
https://telegra.ph/ab-03-01 OK 200
https://telegra.ph/aaronov-02-22 OK 404
https://telegra.ph/abazhurami-02-25 OK 404
~~~
Filter it, to leave only existing pages, and strip date from it:
~~~
grep "OK 200" .local/urls-status.log | cut -f 1 -d" "| sed 's/-[0-9]\+-[0-9]\+$//g' | sort | uniq > .local/urs.txt
~~~
List (urls.txt) will look like:
~~~
https://telegra.ph/
https://telegra.ph/a
https://telegra.ph/ab
https://telegra.ph/aba
https://telegra.ph/Abakan
....
~~~
This list (~300Kb, 11k urls) created from 1.5M words russian wordlist. There are only words which had at least one page with this title for last 10 days. So it has words 'Анжелика' or 'Анфиса' (beautiful woman names), but has no words 'Абажурами' or 'Абажуродержателем' (Because there are no pages with these titles on telegra.ph).
Now you can use this file as wordlist (nudecrawler will detect it's already base URL, and will only append date to URL).
### How to use JSON log files
If `--log` filename ends with `.json` or `.jsonl`, nudecrawler will save log in JSONL format (each line is JSON for a page). Example:
~~~
{"status": "INTERESTING", "url": "https://telegra.ph/Masha-NN-NN-N", "total_images": 29, "nude_images": 17, "new_nude_images": 17, "nonnude_images": 12, "new_nonnude_images": 12, "total_video": 0}
{"status": "INTERESTING", "url": "https://telegra.ph/Masha-NN-NN-N", "total_images": 3, "nude_images": 3, "new_nude_images": 3, "nonnude_images": 0, "new_nonnude_images": 0, "total_video": 0}
~~~
You can save almost all pages and then filter it with jq (get only interesting records, only interesting fields):
~~~
jq 'select(.nude_images>1 and .total_images>1) | {"url": .url, "total": .total_images}' < /tmp/n.json
~~~
### Working with different nudity detectors
NudeCrawler can work with different nudity detectors and very easy to extend. Option `-a`/`--all` will disable detection totally, and it will report all pages.
Bult-in filter `:nude` based on [nude.py](https://github.com/hhatto/nude.py), (python port of [nude.js](https://github.com/pa7/nude.js)) is mostly good and used by default (and does not needs to install many dependecties as with keras/tensorflow detectors, which better to use as Docker images), but it's slower
There are two options to connect user filters, `--detect-image SCRIPT` and `--detect-url SCRIPT`, first one will call script and pass it filename of downloaded image to analyse, and second one will call script and pass it URL of image to analyse. Script should return with either 0 return code (image is SFW) or 1 (image is NSFW). Mnemonic: return code is number of *interesting* images.
if you will use `/bin/true` as script, it will detect all images as nude, and `/bin/false` will detect all images as non-nude.
Scripts are usually installed to /usr/local/bin and if it's in $PATH, you do not need to specify full path to script, nudecrawler will find it in $PATH.
#### detector: nsfw_api (recommended)
To use [nsfw_api](https://github.com/arnidan/nsfw-api):
Start:
~~~
sudo docker run --rm --name nsfw-api -d -p 3000:3000 ghcr.io/arnidan/nsfw-api:latest
~~~
Use option `--detect nsfwapi`
This detector understands DETECTOR_VERBOSE, and special threshold for each of NSFW classes (porn, sexy, hentai),
also, DETECTOR_THRESHOLD sets default threshold for all classes.
~~~
DETECTOR_VERBOSE=1 DETECTOR_THRESHOLD_HENTAI=0.9 bin/detect-image-nsfw-api.py /tmp/sketch-girl.jpg ; echo $?
Safe /tmp/sketch-girl.jpg: {'hentai': 0.57, 'drawing': 0.4, 'porn': 0.02, 'neutral': 0.01, 'sexy': 0.0}
0
~~~
#### detector: adult-image-detector
To use [adult-image-detector](https://github.com/open-dating/adult-image-detector):
~~~
sudo docker run --rm -d -p 9191:9191 --name aid --memory=1G opendating/adult-image-detector
~~~
And use option `--detect aid`
adult-image-detector works good and fast for me, but has memory leaking so needs more and more RAM. It's good for short-time run
#### detector: NudeNet
##### Installing NudeNet (little trick needed)
Using NudeNet does not requires docker, but you need to install `pip3 install -U flask nudenet python-daemon` (consider using virtualenv, because nudenet has many dependencies). Also, NudeNet requires model in file `~/.NudeNet/classifier_model.onnx`, if file is missing, NudeNet (unsuccessfully) *tries* to download file from https://github.com/notAI-tech/NudeNet/releases/download/v0/classifier_model.onnx but there is problem, github may display warning page instead of real .onnx file, so this page is downloaded (which is certainly wrong).
Right way workaround is simple - after you will install NudeNet download model *manually* (no wget!) and place it to `~/.NudeNet/`
Or you can download from my temporary site: `wget -O ~/.NudeNet/classifier_model.onnx https://nudecrawler.netlify.app/classifier_model.onnx` (But I cannot promise it will be there forever) and put it to ~/.NudeNet .
##### Using NudeNet with NudeCrawler
[NudeNet](https://github.com/notAI-tech/NudeNet) filtering is implemented as client-server. Start server (PATH_TO/detect-server-nudenet.py) on other terminal (or screen/tmux) and add option `--detect nudenet` to NudeCrawler.
#### Writing your own detector
If you want to write your own detector, explore current detector scripts as example, but here is main rules:
- Image URL or PATH passed as argv[1]
- Return 0 if image is safe and boring, return 1 if image is interesting
- Return 0 if there are any technical problems (timeout or 404)
- Additional configuration could be specified via environment, NudeCrawler will pass environment to your script
- NudeCrawler also sets env variables `NUDECRAWLER_PAGE_URL` and `NUDECRAWLER_IMAGE_URL`
### Building docker container
Repository includes Dockerfile. Use `sudo docker build --build-arg VERSION=0.3.10 -t yaroslaff/nudecrawler:0.3.10 -f docker/Dockerfile .` to build it.
Running docker container (example):
~~~
mkdir /tmp/run
sudo docker run --name nudecrawler --rm -v /tmp/run:/work yaroslaff/nudecrawler nudecrawler -a Eva "Sasha Grey" "Belle Delphine" Amouranth
~~~
If you specify files for docker (like `-w`, `--stats`, `--resume`, `--log`, `--cache`) path will be modified starting from /work. e.g. `-w urls.txt` will be `-w /work/urls.txt` which is /tmp/run/urls.txt on host.
================================================
FILE: bin/refresh-nsfw-api.sh
================================================
#!/bin/bash
IMAGE=ghcr.io/arnidan/nsfw-api:latest
NAME=nsfw-api
echo stop current container....
sudo docker stop $NAME
echo start new container....
sudo docker run --rm --name $NAME -d -p 3000:3000 $IMAGE
sleep 2
================================================
FILE: build-docker.sh
================================================
#!/bin/bash
MODE=${1:-dev}
# sudo docker build --build-arg VERSION=0.3.10 -t yaroslaff/nudecrawler:0.3.10 -f docker/Dockerfile .
VERSION=`python -c 'import nudecrawler.version; print(nudecrawler.version.version)'`
echo $MODE version: $VERSION
if [ "$MODE" == "dev" ]
then
echo build development mode
sudo docker build -t yaroslaff/nudecrawler:dev -f docker/DevDockerfile .
elif [ "$MODE" == "publish" ]
then
echo publish version $VERSION
# python3 setup.py bdist_wheel sdist
# twine upload dist/nudecrawler*$VERSION*
echo build version $VERSION
echo === $VERSION
sudo docker build --build-arg VERSION=${VERSION} -t yaroslaff/nudecrawler:${VERSION} -f docker/Dockerfile .
echo === LATEST
sudo docker build --build-arg VERSION=${VERSION} -t yaroslaff/nudecrawler:latest -f docker/Dockerfile .
else
echo dev of publish?
fi
================================================
FILE: docker/DevDockerfile
================================================
FROM python:3.9-bullseye
WORKDIR /
# RUN apt update && apt install -y less lsof curl
# RUN apt update && \
# apt -y install python3-pip && \
RUN pip3 install -U pip nudenet flask python-daemon evalidate transliterate pytest nudepy python-dotenv bs4 pillow requests python-dotenv && \
mkdir /work
#mkdir /root/.NudeNet && \
#wget -q https://nudecrawler.netlify.app/classifier_model.onnx -O /root/.NudeNet/classifier_model.onnx && \
ADD docker/.env /
ADD . nudecrawler/
RUN cd nudecrawler && ls -l && pip3 install .
# RUN pip3 install nudecrawler==$VERSION
================================================
FILE: docker/Dockerfile
================================================
FROM python:3.9-bullseye
WORKDIR /
# RUN apt update && apt install -y less lsof curl
# RUN apt update && \
# apt -y install python3-pip && \
RUN pip3 install -U pip nudenet flask python-daemon evalidate transliterate pytest nudepy python-dotenv bs4 pillow requests python-dotenv && \
mkdir /work
#mkdir /root/.NudeNet && \
#wget -q https://nudecrawler.netlify.app/classifier_model.onnx -O /root/.NudeNet/classifier_model.onnx && \
ADD docker/.env /
ARG VERSION
# ADD . nudecrawler/
# RUN cd nudecrawler && ls -l && python3 setup.py bdist_wheel && pip3 install dist/nudecrawler*whl
RUN pip3 install nudecrawler==$VERSION
================================================
FILE: nudecrawler/__init__.py
================================================
from .page import Page
from .remoteimage import RemoteImage
from .unbuffered import Unbuffered
================================================
FILE: nudecrawler/cache.py
================================================
import json
import os
import sys
from .verbose import printv
class ImageCache(object):
def __init__(self):
self._sum2v = dict()
self._url2sum = dict()
self.miss_url = 0
self.miss_sum = 0
self.hit_url = 0
self.hit_sum = 0
self._new = 0
def url2v(self, url):
try:
sum = self._url2sum[url]
v = self._sum2v[sum]
self.hit_url +=1
return v
except KeyError:
self.miss_url += 1
return None
def sum2v(self, sum, url=None):
try:
v = self._sum2v[sum]
self.hit_sum += 1
# if we are here, url (most likely) not in _url2v
if url:
self._url2sum[url] = sum
self._new += 1
return v
except KeyError:
self.miss_sum += 1
return None
def register(self, url, sum, verdict):
self._url2sum[url] = sum
self._sum2v[sum] = verdict
self._new += 1
def load(self, path):
with open(path) as fh:
try:
cache = json.load(fh)
except json.decoder.JSONDecodeError:
print('Invalid JSON in cache file', path)
print('Fix or delete file and restart')
sys.exit(1)
self._url2sum = cache['_url2sum']
self._sum2v = cache['_sum2v']
print(f"Loaded {len(self._url2sum)} urls and {len(self._sum2v)} sums cache")
def save_conditional(self, path, new=1):
tmppath = path + '.tmp'
if self._new >= new:
printv(f"Save cache with {self._new} updates")
self.save(tmppath)
os.rename(tmppath, path)
def save(self, path):
data = dict(_url2sum = self._url2sum, _sum2v = self._sum2v)
with open(path, "w") as fh:
json.dump(data, fh, indent=2)
self._new = 0
def status(self):
return {
'urls': len(self._url2sum),
'sums': len(self._sum2v),
'hit_url': self.hit_url,
'hit_sum': self.hit_sum,
'miss_url': self.miss_url,
'miss_sum': self.miss_sum
}
cache = ImageCache()
================================================
FILE: nudecrawler/config.py
================================================
import toml
import argparse
import os
import sys
from dotenv import load_dotenv
from .version import __version__
from rich.pretty import pprint
from collections import ChainMap
import collections.abc
config_path = None
config = dict()
def get_config_path():
def first_file(file_paths):
for file_path in file_paths:
if not file_path:
continue
if os.path.isfile(file_path):
return file_path
return None
config_path_list = [
os.getenv('NUDECRAWLER_CONFIG'),
'/work/nudecrawler.toml',
'nudecrawler.toml',
os.path.expanduser('~/nudecrawler.toml'),
'/etc/nudecrawler.toml',
]
def_config_path = first_file(config_path_list)
parser = argparse.ArgumentParser(add_help=False)
parser.add_argument('-c', '--config', default=def_config_path)
args, _ = parser.parse_known_args()
return args.config
def read_config():
global config_path
load_dotenv()
config_path = get_config_path()
try:
assert config_path is not None
with open(config_path, 'r') as f:
user_config = toml.load(f)
except AssertionError:
print("No config files found, using default")
user_config = dict()
except toml.decoder.TomlDecodeError as e:
print(f"Error in toml file {config_path}: {e}")
sys.exit(1)
hydrate_config(user_config)
def get_args(argv: str, methods_list: list[str], context_fields: list):
read_config()
parser = argparse.ArgumentParser(description=f'Nudecrawler: Telegra.ph Spider {__version__}\nhttps://github.com/yaroslaff/nudecrawler', formatter_class=argparse.RawTextHelpFormatter)
#
parser.add_argument('words', nargs='*')
parser.add_argument('--url', metavar="URL", help='process only one url')
parser.add_argument('--day', nargs=2, type=int, metavar=('MONTH', 'DAY'), help='Current date (default is today) example: --day 12 31')
parser.add_argument('-c', '--config', default=config_path, help=f'Path to nudecrawler.toml, ({config_path})')
parser.add_argument('-v', '--verbose', default=config['verbose'], action='store_true', help='verbose')
parser.add_argument('--unbuffered', '-b', default=config["unbuffered"], action='store_true', help='Use unbuffered stdout')
g = parser.add_argument_group('Depth')
g.add_argument('-d', '--days', type=int, default=config['depth']['days'], help=f'check N days back ({config["depth"]["days"]})')
g.add_argument('-f', '--fails', type=int, default=config['depth']['fails'], help=f'stop searching next pages with same words after N failures ({config["depth"]["fails"]})')
g = parser.add_argument_group('Page filtering options')
g.add_argument('-a', '--all', default=False, action='store_true', help='do not detect, print all found pages')
g.add_argument('--expr', '-e', metavar='EXPR', default=config['filter']['expr'],
help=f'Interesting if EXPR is True. def: { config["filter"]["expr"] }\nFields: ' + ' '.join(context_fields) )
g.add_argument('--total', metavar='N', type=int, default=config['filter']['total'], help=f'Skip detections if less then N total images ({config["filter"]["total"]})')
g.add_argument('--max-errors', metavar='N', type=int, default=config['filter']['max-errors'], help=f'Max allowed errors on page ({config["filter"]["max-errors"]})')
g.add_argument('--min-content-length', metavar='N', type=int, default=config['filter']['min-content-length'], help=f'Skip page if content-length less then N (try 5000 or higher)')
g = parser.add_argument_group('Image detection options')
g.add_argument('--detect', metavar='METHOD', default=config["detect"]["detect"], help=f'One of {methods_list} ({config["detect"]["detect"]})')
g.add_argument('--extensions', nargs='*', default=config['detect']['extensions'],help='interesting extensions (with dot, like .jpg)')
g.add_argument('--minsize', type=int, default=config['detect']['minsize'],help=f'min size of image in Kb ({config["detect"]["minsize"]})')
g.add_argument('--max-pictures', type=int, metavar='N',
default=config["detect"]["max-pictures"],
help=f'Detect only among first prefiltered N pictures')
g = parser.add_argument_group('Cache')
g.add_argument('--cache', metavar='PATH', default=config["cache"]["cache"], help=f'path to cache file (will create if missing)')
g.add_argument('--cache-save', type=int, metavar='N', default=config["cache"]["cache-save"], help=f'Save cache after N new images ({config["cache"]["cache-save"]})')
g = parser.add_argument_group('Externat detector')
g.add_argument('--detect-image', metavar='SCRIPT', default=config["detector"]["detect-image"], help='explicitly use this script to detect nudity on image file')
g.add_argument('--detect-url', metavar='SCRIPT', default=config["detector"]["detect-url"], help='explicitly use this script to detect nudity on image URL')
g = parser.add_argument_group('Long-run options')
g.add_argument('--log', default=config["longrun"]["log"], help='print all precious treasures to this logfile')
# g.add_argument('--bugreport', default=False, action='store_true', help='send bugreport in case of problem (works only after agreed in github ticket)')
g.add_argument('--workdir', default=config["longrun"]["workdir"], help=f'Use all files (log, wordlist, cache) in this dir. def: { config["longrun"]["workdir"] }')
g.add_argument('-w', '--wordlist', help='wordlist (urllist) file')
g.add_argument('--stats', metavar='STATS_FILE', default=config["longrun"]["stats"], help='periodical statistics file')
g.add_argument('--resume', metavar='STATS_FILE', help='resume from STATS_FILE (other args are not needed)')
g.add_argument('--stop', type=int, default=config["longrun"]["stop"], metavar='NUM_IMAGES', help='stop (or --refresh) after N images processed (or little after)')
g.add_argument('--refresh', metavar=('SCRIPT', 'ARG'), nargs='+', help='run this refresh script every --stop NUM_IMAGES images')
return parser.parse_args(argv)
def hydrate_config(user_conf: dict):
global config
def update(d, u):
""" recursive dict update """
for k, v in u.items():
if isinstance(v, collections.abc.Mapping):
d[k] = update(d.get(k, {}), v)
else:
d[k] = v
return d
config.update(get_default_config())
update(config, user_conf)
def get_default_config():
def_config = {
'verbose': False,
'unbuffered': True,
'depth': {
'days': 10,
'fails': 5,
},
'filter': {
'all': False,
'expr': 'nude_images > 0',
'total': int(os.getenv('NUDE_TOTAL', '1')),
'max-errors': 5,
'min-content-length': None
},
'detect': {
'detect': os.getenv('NUDE_DETECT','nudenetb'),
'extensions': ['.jpeg','.jpg', '.png'],
'minsize': 10,
'max-pictures': None
},
'detector': {
'detect-image': None,
'detect-url': None,
},
'cache': {
'cache': os.getenv('NUDE_CACHE'),
'cache-save': 1000
},
'longrun': {
'log': os.getenv('NUDE_LOG'),
'workdir': os.getenv('NUDE_DIR', '.'),
'wordlist': None,
'stats': os.getenv('NUDE_STATS', '/tmp/nudecrawler-stats.txt'),
'stop': None,
'refresh': None
},
'nudenet': {
'FEMALE_BREAST_EXPOSED': 0.5,
'BUTTOCKS_EXPOSED': 0.5,
'FEMALE_GENITALIA_EXPOSED': 0.5,
'MALE_GENITALIA_EXPOSED': 0.5,
'ANUS_EXPOSED': 0.5,
'ignore': ['FEMALE_BREAST_COVERED', 'BELLY_EXPOSED', 'FEMALE_GENITALIA_COVERED',
'FACE_FEMALE', 'FACE_MALE',
'MALE_BREAST_EXPOSED', 'FEET_EXPOSED', 'BELLY_COVERED', 'BELLY_EXPOSED', 'FEET_COVERED',
'ARMPITS_COVERED', 'ARMPITS_EXPOSED', 'ANUS_COVERED', 'FEMALE_BREAST_COVERED',
'BUTTOCKS_COVERED']
}
}
return def_config
================================================
FILE: nudecrawler/exceptions.py
================================================
class NudeCrawlerException(Exception):
pass
class BoringImage(NudeCrawlerException):
""" Image is boring, no need to analyse, e.g. small icon """
pass
class ProblemImage(NudeCrawlerException):
""" Technical problem with image, e.g. 404 NotFound or damaged file """
pass
================================================
FILE: nudecrawler/localimage.py
================================================
from PIL import Image, UnidentifiedImageError
from .exceptions import BoringImage, ProblemImage
def basic_check(path, min_w, min_h):
""" check image and raise exception """
if not (min_w or min_h):
return
try:
img = Image.open(path)
except UnidentifiedImageError:
raise ProblemImage('Incorrect image')
w, h = img.size
if min_w and w<min_w:
raise BoringImage(f'Image {w}x{h} is too small (min_w: {min_w})')
if min_h and w<min_h:
raise BoringImage(f'Image {w}x{h} is too small (min_h: {min_h})')
================================================
FILE: nudecrawler/nudenet.py
================================================
from rich.pretty import pprint
from nudenet import NudeDetector
import onnxruntime
from PIL import Image, UnidentifiedImageError
from .config import config
from .verbose import printv
nudenet_detector = None
try:
nudenet_detector = NudeDetector()
except (ModuleNotFoundError, onnxruntime.capi.onnxruntime_pybind11_state.InvalidProtobuf):
print("Unexpected problem while loading NudeNet")
nudenet_detector = None
def nudenet_detect(path, page_url):
nnconf = config['nudenet']
try:
dlist = nudenet_detector.detect(path)
except UnidentifiedImageError as e:
print(f"Err: {page_url} {e}")
result = {
'status': 'ERROR',
'error': str(e)
}
return False
except Exception as e:
print(f"Got uncaught exception {type(e)}: {e}")
# sometimes no exception, but empty response, e.g. when mp4 instead of image
if not dlist:
printv(f"Err: {page_url} empty reply")
return False
for detection in dlist:
if detection['class'] in nnconf['ignore']:
# print("ignore", detection['class'])
continue
try:
threshold = nnconf[detection['class']]
except KeyError:
print(f"No config for nudenet class {detection['class']}")
if detection['score'] >= threshold:
printv(f"{page_url} detected by class {detection['class']} {detection['score']:.2f} > {threshold}")
return True
return False
================================================
FILE: nudecrawler/page.py
================================================
from bs4 import BeautifulSoup
import urllib.request
from urllib.parse import urljoin
from .remoteimage import RemoteImage
from . import verbose
from .verbose import printv
from .exceptions import *
from .cache import cache
from evalidate import Expr, EvalException
import requests
import hashlib
import http
import time
import json
from urllib.parse import urlparse
import subprocess
import sys
import os
#def trivial_iterator(xx):
# for x in xx:
# yield x
processed_images = 0
context_fields = ['total_images', 'nude_images', 'nonnude_images', 'new_nude_images', 'new_nonnude_images', 'new_total_images', 'total_video']
def get_processed_images():
return processed_images
def sha1sum(path):
sum = hashlib.sha1()
with open(path, 'rb') as source:
block = source.read(2**16)
while len(block) != 0:
sum.update(block)
block = source.read(2**16)
return sum.hexdigest()
class Page:
def __init__(self, url: str, all_found=False, detect_image=None, min_total_images = 0, min_images_size = 10*1024,
image_extensions=None, max_errors = None, max_pictures=None,
detect_url=None, min_content_length=None, ignore_content_length=None, expr='True'):
self.url = url
self.nban_links = 0
self.nban_images = 0
self.nude_images = 0
self.nonnude_images = 0
self.total_images = 0
# images not found in cache
self.new_nude_images = 0
self.new_nonnude_images = 0
self.new_total_images = 0
self.total_video = 0
self.text_found = list()
self.links = list()
self.images = list()
self.videos = list()
self.all_found = all_found
self.ignore_content_length = ignore_content_length
# minor errors
self.error_counter = 0
self.detect_image = detect_image
self.detect_url = detect_url
self.image_extensions = image_extensions or ['.jpg', '.jpeg']
self.min_image_size = min_images_size
self.min_total_images = min_total_images
self.max_errors = max_errors
self.max_pictures = max_pictures
# expr to filter interesing
self._code = None
self.http_code = None
self._ignore = False # Ignore this page, we think it's spam, duplicate
self._status = None
self._status_detailed = None
self._status_logged = False
self._log = list()
self.check_time = None
self.content_length = None
# can throw evalidate.EvalExpression here
# node = Expr(expr).code
# self._code = compile(node, '<user filter>', 'eval')
self._code = Expr(expr).code
printv("Processing:", self.url)
try:
page = urllib.request.urlopen(self.url)
self.http_code = page.getcode()
self.content_length = page.headers.get('content-length')
if self.content_length is not None:
self.content_length = int(self.content_length)
if self.content_length and min_content_length and self.content_length < min_content_length:
self.ignore(f"content-length {self.content_length} < minimal {min_content_length}")
return
except (urllib.error.URLError, ConnectionError, http.client.RemoteDisconnected) as e:
if hasattr(e, 'status') and e.status == 404:
# print(e, type(e))
# silent ignore most usual error (unless verbose)
printv(url, 404)
self._status = "IGNORED"
self._status_detailed = "404"
self._ignore = True
self.http_code = e.status
else:
if hasattr(e, 'status'):
self.http_code = e.status
self.ignore(f'Exception {e} with {self.url}')
return
self.content_length = page.headers.get('content-length')
if self.ignore_content_length is not None and self.ignore_content_length == self.content_length:
self.ignore(f"Ignore because matches prev page content-length = {self.content_length}")
return
self.soup = BeautifulSoup(page, "html.parser")
def ignore(self, reason):
self._ignore = True
self._status = f"IGNORED"
self._status_detailed = reason
printv(f"IGNORE {self.url}, {self._status_detailed}")
self.log(self._status_detailed)
def log(self, msg, really=True):
if not really:
return
self._log.append(msg)
def check_all(self):
started = time.time()
if self._ignore:
return
self.total_images = len(self.soup.findAll('img'))
self.total_links = len(self.soup.findAll('a'))
self.check_images()
self.check_video()
self.check_time = round(time.time() - started, 2)
self.log(f"Check time: {self.check_time}")
# set status
self.status()
def check_video(self):
self.total_video = len(self.soup.findAll('video'))
for img in self.soup.findAll('video'):
src = img.get('src')
self.videos.append(src)
def error(self, msg):
self.error_counter += 1
self.log(f"minor error ({self.error_counter}): {msg}")
if self.max_errors is not None and self.error_counter > self.max_errors:
self.ignore(f'Too many minor errors: {self.max_errors}')
def prefilter_image(self, url):
""" True is we should check, False if we can ignore this image"""
if self._ignore:
return False
verdict = cache.url2v(url)
if verdict is not None:
# self.log(f'{url} passed prefilter because cached')
return True
path = urlparse(url).path
ext = os.path.splitext(path)[1]
if ext not in self.image_extensions:
self.log(f"{url} bad extension, ignore")
return False
try:
r = requests.head(url, timeout=1)
except requests.exceptions.RequestException as e:
self.error(f'{url} request exception: {e}')
return False
if r.status_code != 200:
self.error(f"Bad status code: {url} {r.status_code}")
return False
try:
cl = int(r.headers['Content-Length'])
except KeyError:
cl = None
# self.log(f"{url} status:{r.status_code} content-length: {cl}")
if cl is not None and cl < self.min_image_size:
self.log(f"Too small image ({int(r.headers['Content-Length'])})")
return False
# self.log(f"{url} image passed prefilter")
return True
def do_detect_url(self, url):
if self.detect_url == ':true':
self.nude_images += 1
return True
if self.detect_url == ':false':
return False
rc = subprocess.run([self.detect_url, url])
if rc.returncode >= 100:
print("FATAL ERROR")
sys.exit(1)
if rc.returncode:
self.log(f"{url} is nude")
self.nude_images += 1
else:
self.log(f"{url} is NOT nude")
self.nonnude_images += 1
return
def do_detect_image(self, url):
try:
ri = RemoteImage(url)
sum = sha1sum(ri.path)
verdict = cache.sum2v(sum, url=url)
if verdict is not None:
if verdict:
self.log(f"{url} is nude (cached sum)")
self.nude_images += 1
else:
self.log(f"{url} is NOT nude (cached sum)")
self.nonnude_images += 1
return verdict
verdict = ri.detect_image(self.detect_image)
self.new_total_images += 1
if verdict:
self.new_nude_images += 1
else:
self.new_nonnude_images += 1
cache.register(url, sum, verdict)
if verdict:
self.log(f"{url} is nude")
self.nude_images += 1
else:
self.log(f"{url} is NOT nude")
self.nonnude_images += 1
return
except NudeCrawlerException as e:
print(e)
return
def detect_cache_url(self, url):
verdict = cache.url2v(url)
if verdict is not None:
if verdict:
self.log(f"{url} is nude (cached url)")
self.nude_images += 1
else:
self.log(f"{url} is NOT nude (cached url)")
self.nonnude_images += 1
return verdict
def is_nude(self, url):
os.environ["NUDECRAWLER_PAGE_URL"] = self.url
os.environ["NUDECRAWLER_IMAGE_URL"] = url
if self.detect_cache_url(url) is not None:
return
if self.detect_url:
self.do_detect_url(url)
return
if self.detect_image:
try:
self.do_detect_image(url)
except Exception as e:
printv("Broken image:", url)
print(e)
return
raise(Exception('Need either detect_image or detect_url or all'))
def check_images(self):
global processed_images
image_list = [ urljoin(self.url, img.get('src')) for img in self.soup.findAll('img') ]
self.log(f"total images on page: {len(image_list)}")
if len(image_list) < self.min_total_images:
self.ignore(f'Skip because total images {len(image_list)} < {self.min_total_images}')
return
image_list = list(filter(None, [ url if self.prefilter_image(url) else None for url in image_list ]))
if self._ignore:
return
self.log(f"total prefiltered images on page: {len(image_list)}")
if len(image_list) < self.min_total_images:
self.ignore(f'Skip because total prefiltered images {len(image_list)} < {self.min_total_images}')
return
if not self.all_found:
for url in image_list[:self.max_pictures]:
self.is_nude(url)
processed_images += 1
def status(self):
if not self._status_logged:
self._status_logged = True
makelog = True
else:
makelog = False
if self._ignore:
return f"{self._status} ({self._status_detailed})"
self._status_detailed = f"total: {self.total_images} (min: {self.min_total_images}) " \
f"nude: {self.nude_images}"
self._status_detailed += f" Cache new/nude: {self.new_total_images}/{self.new_nude_images}"
if self.total_video:
self._status_detailed += f" video: {self.total_video}"
self._status_detailed += f" ({self.check_time}s)"
self.log(self._status_detailed, makelog)
if self.all_found:
self._status = "INTERESTING (ALL)"
self.log(self._status, makelog)
return self._status
# Interesting or not? use evalidate
ctx = dict()
for field in context_fields :
ctx[field] = getattr(self, field)
r = eval(self._code, ctx.copy())
if r:
self._status = f'INTERESTING'
self.log(self._status, makelog)
return self._status
self._status = "???"
self.log(self._status, makelog)
return self._status
def as_json(self):
j = dict()
j['status'] = self.status()
for attr in ['url', 'total_images', 'nude_images', 'new_nude_images', 'nonnude_images', 'new_nonnude_images', 'total_video']:
j[attr] = getattr(self, attr)
return json.dumps(j)
def __str__(self):
text = ''
text += f'{self.status()} {self.url}{f" ({self.check_time} sec)" if isinstance(self.check_time, float) else ""}\n'
if self.all_found:
text += f" Total images: {self.total_images}\n"
else:
text += f" Nude: {self.nude_images} ({self.new_nude_images} new) non-nude: {self.nonnude_images} ({self.new_nonnude_images} new)\n"
#if self.new_nude_images or self.new_nonnude_images:
# text += f" New nude {self.new_nude_images} non-nude {self.new_nonnude_images}\n"
if self.total_video:
text += f" Total video: {self.total_video}\n"
return text
================================================
FILE: nudecrawler/remoteimage.py
================================================
from rich.pretty import pprint
import os
import requests
from urllib.parse import urlparse
import tempfile
import sys
import subprocess
import nude
from .exceptions import ProblemImage
from .verbose import printv
from .nudenet import nudenet_detect
# detector_address = 'http://localhost:9191/api/v1/detect'
class RemoteImage:
def __init__(self, url:str, page_url: str = None):
self.url = url
self.page_url = page_url
self.path = None
pr = urlparse(self.url)
suffix = os.path.splitext(pr.path)[1]
try:
r = requests.get(url, timeout=10)
except requests.exceptions.RequestException as e:
raise ProblemImage(f'Requests.exception for {self.url}: {e}')
# r.raise_for_status()
if r.status_code != 200:
raise ProblemImage(f'Bad status {r.status_code} for {self.url}')
self.threshold = float(os.getenv('NUDE_DETECT_THRESHOLD', '0.5'))
with tempfile.NamedTemporaryFile(suffix=suffix, delete=False) as tmp:
self.path = tmp.name
tmp.file.write(r.content)
def set_threshold(self, thr):
self.threshold = thr
def __del__(self):
if self.path:
os.unlink(self.path)
def download(self):
pass
def detect_image(self, script):
"""
new method, using external script
"""
if script == ':true':
return True
if script == ':false':
return False
if script==':nude':
n = nude.Nude(self.path)
n.resize(maxheight=800, maxwidth=600)
return n.parse().result
if script==':nudenet':
return nudenet_detect(path=self.path, page_url=self.page_url)
rc = subprocess.run([script, self.path], env=os.environ.copy())
if rc.returncode >= 100:
print("FATAL ERROR")
sys.exit(1)
return bool(rc.returncode)
================================================
FILE: nudecrawler/scripts/detect_image_aid.py
================================================
#!/usr/bin/env python
"""
script to check via docker container
https://github.com/open-dating/adult-image-detector
"""
import sys
import os
import requests
from nudecrawler.exceptions import *
from nudecrawler.localimage import basic_check
from urllib.parse import urljoin
start_detector = "sudo docker run --rm --name aid -d -p 9191:9191 opendating/adult-image-detector"
def detect_nudity(path, address, threshold):
endpoint = urljoin(address, '/api/v1/detect')
files = {'image': open(path,'rb')}
try:
r = requests.post(endpoint, files=files)
except requests.RequestException as e:
print(e)
print("maybe detector not running?")
print(start_detector)
print("or add -a to skip filtering")
sys.exit(100)
# return r.json()['an_algorithm_for_nudity_detection']
return int(r.json()['open_nsfw_score'] > threshold)
def main():
image_path = sys.argv[1]
detector_address = os.getenv('DETECTOR_ADDRESS', 'http://localhost:9191/')
detector_threshold = float(os.getenv('DETECTOR_THRESHOLD', '0.5'))
min_w = int(os.getenv('DETECTOR_MIN_W', '0'))
min_h = int(os.getenv('DETECTOR_MIN_H', '0'))
try:
basic_check(image_path, min_w, min_h)
except NudeCrawlerException as e:
sys.exit(0)
c = detect_nudity(image_path, address=detector_address, threshold=detector_threshold)
sys.exit(c)
if __name__ == '__main__':
main()
================================================
FILE: nudecrawler/scripts/detect_image_nsfw_api.py
================================================
#!/usr/bin/env python
"""
script to check via docker container
https://github.com/arnidan/nsfw-api
manual curl test: curl -X POST http://localhost:3000/classify -F image=@/tmp/eropicture.jpg
"""
import sys
import json
import os
import requests
from nudecrawler.exceptions import *
from nudecrawler.localimage import basic_check
from urllib.parse import urljoin
#start_detector = "sudo docker run --rm --name nsfw-api -d -p 127.0.0.1:5000:5000/tcp --env PORT=5000 eugencepoi/nsfw_api:latest"
start_detector = "sudo docker run --rm --name nsfw-api -d -p 3000:3000 ghcr.io/arnidan/nsfw-api:latest"
timeout = 10
def detect_image(path, address, thresholds, verbose=False):
req_url = urljoin(address,'/classify')
try:
files = {
'image': open(path, 'rb')
}
r = requests.post(req_url, files=files)
if r.status_code == 500:
if verbose:
print(r.text)
return 0
if r.status_code != 200:
print(os.getenv('NUDECRAWLER_PAGE_URL'))
print(os.getenv('NUDECRAWLER_IMAGE_URL'))
print(r.text)
print(r.json())
except requests.Timeout as e:
# timeout: not interesting image
print("TIMEOUT")
sys.exit(0)
except requests.RequestException as e:
print(e)
print("maybe detector not running?")
print(start_detector)
print("or add -a to skip filtering")
sys.exit(100)
results = r.json()
rround = {key : round(results[key], 2) for key in results}
for cls in thresholds:
if results[cls] > thresholds[cls]:
if verbose:
print(f"Nude {path} {cls}: {results[cls]:.2f} > {thresholds[cls]}")
return 1
if verbose:
print(f"Safe {path}: {rround}")
return 0
# return int(r.json()['neutral'] < threshold)
def main():
image_path = sys.argv[1]
thresholds=dict()
detector_address = os.getenv('DETECTOR_ADDRESS', 'http://localhost:3000/')
detector_threshold_str = os.getenv('DETECTOR_THRESHOLD', '0.5')
verbose = bool(os.getenv('DETECTOR_VERBOSE', ""))
for cls in ['hentai', 'porn', 'sexy']:
thresholds[cls] = float(os.getenv(f'DETECTOR_THRESHOLD_{cls.upper()}', detector_threshold_str))
c = detect_image(image_path, address=detector_address, thresholds=thresholds, verbose=verbose)
sys.exit(c)
if __name__ == '__main__':
main()
================================================
FILE: nudecrawler/scripts/detect_image_nudenet.py
================================================
#!/usr/bin/env python
"""
script to check via NudeNet
https://github.com/notAI-tech/NudeNet
"""
import sys
import os
import requests
from nudecrawler.exceptions import *
from nudecrawler.localimage import basic_check
from urllib.parse import urljoin
from rich.pretty import pprint
# from nudenet import NudeClassifier
start_detector="detect-server-nudenet.py"
def detect_nudity(path, address, threshold):
endpoint = urljoin(address, '/detect')
try:
r = requests.post(endpoint, json={'path': path, 'page': os.getenv('NUDECRAWLER_PAGE_URL')})
r.raise_for_status()
except requests.RequestException as e:
print(e)
print("maybe detector not running?")
print(start_detector)
print("or add -a to skip filtering")
sys.exit(100)
rj = r.json()
# since verdict: True=1=nude we invert it to get nude = exit code 0
return int(not rj['verdict'])
def main():
image_path = sys.argv[1]
detector_address = os.getenv('DETECTOR_ADDRESS', 'http://localhost:5000/')
detector_threshold = float(os.getenv('DETECTOR_THRESHOLD', '0.5'))
min_w = int(os.getenv('DETECTOR_MIN_W', '0'))
min_h = int(os.getenv('DETECTOR_MIN_H', '0'))
try:
basic_check(image_path, min_w, min_h)
except NudeCrawlerException as e:
sys.exit(0)
c = detect_nudity(image_path, address=detector_address, threshold=detector_threshold)
sys.exit(c)
if __name__ == '__main__':
main()
================================================
FILE: nudecrawler/scripts/detect_server_nudenet.py
================================================
#!/usr/bin/env python3
from flask import Flask, request
from nudenet import NudeDetector
import os
import sys
import daemon
from daemon import pidfile
#import lockfile
import argparse
import signal
from PIL import UnidentifiedImageError
from rich.pretty import pprint
from ..config import read_config, get_config_path
from ..nudenet import nudenet_detect
app = Flask(__name__)
pidfile_path = '/tmp/.nudenet-server.pid'
@app.get("/ping")
def ping():
return "ну вот pong, и что?"
@app.route("/detect", methods=["POST"])
def detect():
path = request.json['path']
page = request.json['page']
try:
verdict = nudenet_detect(path=path, page_url=page)
except UnidentifiedImageError as e:
print(f"Err: {page} {e}")
result = {
'status': 'ERROR',
'error': str(e)
}
return result
except Exception as e:
print(f"Got uncaught exception {type(e)}: {e}")
pprint(f'{page}: {verdict}')
return dict(verdict=verdict, page=page)
def get_args():
config_path = get_config_path()
parser = argparse.ArgumentParser('Daemonical REST API for NudeNet')
parser.add_argument('--port', type=int, default=5000)
parser.add_argument('-d', '--daemon', action='store_true', default=False)
parser.add_argument('-c', '--config', default=config_path, help=f'Path to nudecrawler.toml, ({config_path})')
parser.add_argument('--kill', action='store_true', default=False)
parser.add_argument('--pidfile', default=pidfile_path)
return parser.parse_args()
def main():
global classifier
global pidfile
read_config()
args = get_args()
if args.kill:
try:
with open(pidfile_path) as fh:
pid = int(fh.read())
print("Killing nudenet server with pid", pid)
os.kill(pid, signal.SIGINT)
os.unlink(pidfile_path)
except FileNotFoundError:
print("no pidfile", pidfile_path, "not doing anything")
sys.exit(0)
if args.daemon:
print("work as daemon...")
with daemon.DaemonContext(
# pidfile=lockfile.FileLock(args.pidfile)
pidfile=pidfile.TimeoutPIDLockFile(pidfile_path)
):
# pid = os.getpid()
# with open(pidfile, "w+") as fh:
# print(pid, file=fh)
print("daemon app.run")
app.run(port=args.port)
print("after app.run")
else:
app.run(port=args.port)
print("done.")
if __name__ == '__main__':
main()
================================================
FILE: nudecrawler/scripts/nudecrawler.py
================================================
#!/usr/bin/env python
import argparse
import datetime
import json
import time
import sys
import os
import shlex
import shutil
import subprocess
import logging
from rich.pretty import pprint
from dotenv import load_dotenv
import nudecrawler
from .. import Page, Unbuffered
from ..page import get_processed_images, context_fields
from ..version import __version__
from ..cache import cache
# from ..verbose import printv
from ..config import get_args
import nudecrawler.tgru
import transliterate.discover
transliterate.discover.autodiscover()
stats = {
'cmd': None,
'filter': {
'expr': 'True',
'min_image_size': None,
'min_total_images': 0,
'min_content_length': None,
'max_pictures': None,
'image_extensions': None,
'max_errors': None
},
'uptime': 0,
'urls': 0,
'words': 0,
'word': None,
'last': {
'url': None,
'status': None,
'detailed': None,
},
'last_interesting': {
'url': None,
'status': None,
'detailed': None,
},
'now': None,
'processed_images': 0,
'ignored_pages': 0,
'found_interesting_pages': 0,
'found_nude_images': 0,
'found_new_nude_images': 0,
'found_new_total_images': 0,
'resume': dict(),
'gap_max': 0,
'gap_url': None,
'cache_path': None,
'cache_save': 1
}
previous_content_length = None
stats_file = None
stats_period = 60
stats_next_write = time.time() + stats_period
started = time.time()
logfile: str = None
stop_after = None
stop_each = None
refresh = None
detect_image = None
detect_url = None
#
# page_mintotal = 0
expr = 'True'
nude = 1
video = 1
verbose = False
all_found = True
filter_methods = {
"true": ("builtin", ":true"),
"false": ("builtin", ":false"),
"mudepy": ("builtin", ":nude"),
"nudenetb": ("builtin", ":nudenet"),
"aid": ("image", "detect-image-aid"),
"nsfwapi": ("image", "detect-image-nsfw-api"),
"nudenet": ("image", "detect-image-nudenet")
}
def analyse(url):
global stop_after, previous_content_length
p = Page(url, all_found=all_found,
detect_url=detect_url, detect_image=detect_image, ignore_content_length=previous_content_length,
min_images_size=stats['filter']['min_image_size'],
image_extensions = stats['filter']['image_extensions'],
min_total_images=stats['filter']['min_total_images'],
max_errors=stats['filter']['max_errors'],
max_pictures=stats['filter']['max_pictures'],
expr = stats['filter']['expr'], min_content_length=stats['filter']['min_content_length'])
stats['urls'] += 1
p.check_all()
stats['last']['url'] = url
stats['last']['status'] = p._status
stats['last']['detailed'] = p._status_detailed
stats['found_new_total_images'] += p.new_total_images
stats['found_new_nude_images'] += p.new_nude_images
previous_content_length = p.content_length
if p.status().startswith('INTERESTING'):
stats['found_interesting_pages'] += 1
stats['found_nude_images'] += p.nude_images
stats['last_interesting']['url'] = url
stats['last_interesting']['status'] = p._status
stats['last_interesting']['detailed'] = p._status_detailed
if logfile:
with open(logfile, "a") as fh:
if logfile.endswith('.json') or logfile.endswith('.jsonl'):
print(p.as_json(), file=fh)
else:
print(p, file=fh)
if p.status().startswith("INTERESTING") or verbose:
print(p)
if p.status().startswith("IGNORED"):
stats['ignored_pages'] += 1
save_stats(force=False)
if stats['cache_path']:
cache.save_conditional(stats['cache_path'], stats['cache_save'])
if stop_after is not None and get_processed_images() > stop_after:
print("Stop/refresh after processed", get_processed_images(), "images...")
if refresh:
# print("Refresh:", refresh)
subprocess.run(refresh)
# schedule next stop
stop_after = get_processed_images() + stop_each
else:
print("No --refresh, exiting with code 2")
sys.exit(2)
return p
def save_stats(force=False):
global stats_next_write
if stats_file is None:
return
if time.time() > stats_next_write or force:
stats['now'] = datetime.datetime.now().strftime("%m/%d/%Y %H:%M:%S")
stats['uptime'] = int(time.time() - started)
stats['processed_images'] = get_processed_images()
stats['cache'] = cache.status()
with open(stats_file, "w") as fh:
json.dump(stats, fh, indent=4)
stats_next_write = time.time() + stats_period
def check_word(word, day, fails,
resumecount=None):
global previous_content_length
word = word.replace(' ','-').translate({ord('ь'): '', ord('ъ'): ''})
if word.startswith("https://"):
baseurl = word
else:
trans_word = transliterate.translit(word, 'tgru', reversed=True)
baseurl=f'https://telegra.ph/{trans_word}'
stats['word'] = word
stats['words'] += 1
url=f'{baseurl}-{day.month:02}-{day.day:02}'
stats['resume']['month'] = day.month
stats['resume']['day'] = day.day
stats['resume']['count'] = resumecount
previous_content_length = None
# r = requests.get(url)
if not resumecount:
p = analyse(url)
#if p.ignore:
# return
c=2
else:
c=resumecount
print(f"Resume from word {word} count {c}")
nfails=0
while nfails<fails:
url=f'{baseurl}-{day.month:02}-{day.day:02}-{c}'
p = analyse(url)
if p.http_code == 404:
nfails += 1
else:
# end of gap
if nfails>stats['gap_max']:
stats['gap_max'] = nfails
stats['gap_url'] = url
nfails=0
c+=1
stats['resume']['count'] = c
def sanity_check(args):
pass
def load_stats(path):
global stats
with open(path) as fh:
loaded_stats = json.load(fh)
for k in stats:
if k not in loaded_stats:
loaded_stats[k] = stats[k]
stats = loaded_stats
def abort(msg):
print(msg, file=sys.stderr)
sys.exit(1)
def main():
global nude, video, verbose, all_found, stats_file, stats, logfile, \
stop_after, stop_each, detect_image, detect_url,\
refresh
words = None
args = get_args(argv=None, methods_list=', '.join(filter_methods.keys()), context_fields=context_fields)
sanity_check(args)
if args.verbose:
pprint(args)
# when fastforward, we go to specific word/day/count quickly
fastforward = False
# Disabled logger for nudenet
logging.getLogger().disabled = True
if args.unbuffered:
sys.stdout = Unbuffered(sys.stdout)
if args.resume:
if args.workdir:
args.resume = os.path.join(args.workdir, args.resume)
print("Resume from", args.resume)
try:
load_stats(args.resume)
except FileNotFoundError as e:
abort(f"Missing status file {args.resume}")
cmd = stats['cmd']
args = get_args(argv = shlex.split(cmd)[1:])
fastforward = True
else:
stats['cmd'] = shlex.join(sys.argv)
if args.workdir:
for attr in ['cache', 'wordlist', 'log', 'resume', 'stats']:
old = getattr(args, attr)
if old is not None:
new = os.path.join(args.workdir, old)
setattr(args, attr, new)
# nude = args.nude
# video = args.video
verbose = args.verbose
all_found = args.all
matched_resume = False
skipped_words = 0
stop_after = args.stop
stop_each = args.stop
refresh = args.refresh
detect_url = args.detect_url
detect_image = args.detect_image
stats['filter']['expr'] = args.expr
stats['filter']['min_content_length'] = args.min_content_length
stats['filter']['max_errors'] = args.max_errors
stats['filter']['max_pictures'] = args.max_pictures
stats['cache_path'] = args.cache
stats['cache_save'] = args.cache_save
if args.detect:
try:
kind, basename = filter_methods[args.detect]
except KeyError:
print(f"Do not know detector {args.detect!r}, use one of known detectors: ({ ', '.join(filter_methods.keys()) }) or explicitly specify script with --detect-image or --detect-url")
sys.exit(1)
if kind in ['image', 'url']:
if shutil.which(basename) is None:
print(f"Cannot find {basename}, maybe not in $PATH?" ,file=sys.stderr)
sys.exit(1)
if kind == 'builtin':
if basename in [':nude', ':nudenet']:
detect_image = basename
else:
detect_url = basename
elif kind == 'image':
detect_image = basename
print(f"# Will use script {shutil.which(basename)} for filtering images")
elif kind == 'url':
detect_url = basename
print(f"# Will use script {shutil.which(basename)} for filtering images")
# fix arguments
if not any([detect_image, detect_url, all_found]):
print("# No nudity detector (--detect, --detect-url, --detect-image) given, using built-in --detect-image :nude by default")
detect_image=':nude'
nudecrawler.verbose.verbose = verbose
if args.extensions:
stats['filter']['image_extensions'] = args.extensions
if args.minsize:
stats['filter']['min_image_size'] = args.minsize * 1024
if args.total:
stats['filter']['min_total_images'] = args.total
if stats['cache_path']:
if os.path.exists(stats['cache_path']):
cache.load(stats['cache_path'])
else:
print(f"# No cache file {stats['cache_path']}, start with empty cache")
# processing could start here
# --url
if args.url:
p = analyse(args.url)
print(p.status())
for msg in p._log:
print(" ", msg)
return
## wordlist
if args.wordlist:
with open(args.wordlist) as fh:
words = [line.rstrip() for line in fh]
if args.words:
words = args.words
if not words:
print("Need either --url URL or words like 'nude' or -w wordlist.txt")
sys.exit(1)
logfile = args.log
stats_file = args.stats
for w in words:
if fastforward and not matched_resume:
if w == stats['resume']['word']:
matched_resume = True
else:
skipped_words += 1
continue
stats['resume']['word'] = w
if fastforward:
day = datetime.datetime(2020, stats['resume']['month'], stats['resume']['day'])
elif args.day is None:
day = datetime.datetime.now()
else:
day = datetime.datetime(2020, args.day[0], args.day[1])
days_tried = 0
while days_tried < args.days:
if fastforward:
resumecount = stats['resume']['count']
else:
resumecount = None
# stop fastforward
fastforward=False
check_word(w, day, args.fails, resumecount=resumecount)
days_tried += 1
day = day - datetime.timedelta(days=1)
print(f"Finished {len(words)} (skipped {skipped_words}) words in {time.time() - started:.2f} seconds, found {stats['found_interesting_pages']} pages")
if fastforward and not matched_resume:
abort(f"Did not found word {stats['resume']['word']}")
if __name__ == '__main__':
try:
main()
except KeyboardInterrupt as e:
print("KEYBOARD INTERRUPT")
print(e)
save_stats(force=True)
================================================
FILE: nudecrawler/scripts/nudecrawler_makeurls.py
================================================
#!/usr/bin/env python
import argparse
import datetime
import transliterate
import nudecrawler.tgru
def process_word(word, counter=0):
if word.startswith("https://"):
baseurl = word
else:
trans_word = transliterate.translit(word, 'tgru', reversed=True)
baseurl=f'https://telegra.ph/{trans_word}'
baseurl = baseurl.replace(" ", "-")
date = datetime.datetime.strptime("2024-01-01", "%Y-%m-%d")
for d in range(0, 365):
date += datetime.timedelta(days=1)
for c in range(0, counter+1):
url=f'{baseurl}-{date.month:02}-{date.day:02}'
if c:
url=f'{url}-{c}'
print(url)
def get_args():
parser = argparse.ArgumentParser(
description="A simple argument parser",
epilog="This is where you might put example usage"
)
parser.add_argument('-w', '--wordlist', help='wordlist txt file to check')
parser.add_argument('-c', '--count', type=int, default=0, help='max value for counter (3rd number in filename)')
parser.add_argument('WORD', nargs='*', help='words as arguments (if no --wordlist)')
return parser.parse_args()
def main():
args = get_args()
if args.wordlist:
counter = args.count
with open(args.wordlist, 'r') as fh:
words = [line.rstrip() for line in fh]
else:
words = args.WORD
for w in words:
process_word(w, counter=args.count)
if __name__ == '__main__':
main()
================================================
FILE: nudecrawler/tgru.py
================================================
from transliterate.base import TranslitLanguagePack, registry
class TgRuLanguagePack(TranslitLanguagePack):
language_code = "tgru"
language_name = "tgru"
character_ranges = ((0x0400, 0x04FF), (0x0500, 0x052F))
mapping = (
u"abvgdezijklmnoprstufhcC'y'ABVGDEZIJKLMNOPRSTUFH'Y'",
u"абвгдезийклмнопрстуфхцЦъыьАБВГДЕЗИЙКЛМНОПРСТУФХЪЫЬ",
)
#reversed_specific_mapping = (
# u"ъьЪЬ",
# u"''''"
#)
pre_processor_mapping = {
u"zh": u"ж",
"yo": 'ё',
u"ch": u"ч",
u"sh": u"ш",
u"sch": u"щ",
u"yu": u"ю",
u"ya": u"я",
"Yo": 'Ё',
u"Zh": u"Ж",
u"Ts": u"Ц",
u"Ch": u"Ч",
u"Sh": u"Ш",
u"Sch": u"Щ",
u"Yu": u"Ю",
u"Ja": u"Я",
u"EH": u"Э",
u"eh": u"э"
}
registry.register(TgRuLanguagePack)
================================================
FILE: nudecrawler/unbuffered.py
================================================
class Unbuffered(object):
def __init__(self, stream):
self.stream = stream
def write(self, data):
self.stream.write(data)
self.stream.flush()
def writelines(self, datas):
self.stream.writelines(datas)
self.stream.flush()
def __getattr__(self, attr):
return getattr(self.stream, attr)
================================================
FILE: nudecrawler/verbose.py
================================================
import inspect
import os
import requests
import json
import base64
verbose = False
# send_bugreports = False
def get_verbose():
return verbose
def printv(*args):
if not verbose:
return
if False:
frame = inspect.stack()[1]
location = os.path.basename(frame.filename) + ':' + str(frame.lineno)
print(f"...", f"({location})", *args)
else:
print(f"...", *args)
================================================
FILE: nudecrawler/version.py
================================================
__version__="0.3.28"
================================================
FILE: nudecrawler.toml
================================================
#
# nudecrawler config
#
verbose=false
unbuffered=false
[depth]
days = 5
fails = 5
[filter]
all = false
expr = '(total_images>5 and new_nude_images>0) or total_video>0'
total = 1
max-errors = 5
min-content-length = 0
[detect]
# detect = "mudepy"
detect = "nudenetb"
extensions = [ ".jpeg",".jpg", ".png" ]
# min size of picture in kb to analyse
minsize = 10
max-pictures=10
[detector]
detect-image = ""
detect-url = ""
[cache]
# Path to cache file (in json format)
# cache =
# cache-save = 1000
cache = "/tmp/nccache.json"
cache-save = 1
[longrun]
workdir = "/tmp/"
log = "nudecrawler.jsonl"
# wordlist = null
stats = "nudecrawler-stats.txt"
# stop = null
# refresh = null
[nudenet]
FEMALE_BREAST_EXPOSED=0.5
BUTTOCKS_EXPOSED=0.2
FEMALE_GENITALIA_EXPOSED=0.5
MALE_GENITALIA_EXPOSED=0.5
ANUS_EXPOSED=0.5
ignore = ['FEMALE_BREAST_COVERED', 'BELLY_EXPOSED', 'FEMALE_GENITALIA_COVERED',
'FACE_FEMALE', 'FACE_MALE',
'MALE_BREAST_EXPOSED', 'FEET_EXPOSED', 'BELLY_COVERED', 'BELLY_EXPOSED', 'FEET_COVERED',
'ARMPITS_COVERED', 'ARMPITS_EXPOSED', 'ANUS_COVERED', 'FEMALE_BREAST_COVERED',
'BUTTOCKS_COVERED']
================================================
FILE: pyproject.toml
================================================
[build-system]
requires = ["hatchling", "wheel"]
build-backend = "hatchling.build"
[tool.hatch.version]
path = 'nudecrawler/version.py'
[project]
name="nudecrawler"
authors = [
{name = "Yaroslav Polyakov", email = "yaroslaff@gmail.com"},
]
description = "Crawl telegra.ph searching for nudes!"
readme = "README.md"
license = {text = "MIT License"}
keywords = ["nsfw", "tits", "nudity-detection", "nsfw-recognition", "nudes", "onlyfans", "nude", "telegra-ph", "search", "crawler", "scraper", "spider", "scraping", "find", "web-scraping", "crawl", "scrape", "webscraping"]
dynamic = [ "version" ]
requires-python = ">= 3.9"
dependencies = [
'beautifulsoup4>=4.12.0',
'transliterate>=1.10.2',
'pillow>=9.4.0',
'requests>=2.28.2',
'mudepy>=0.5.2',
'numpy<2.0.0',
'evalidate>=2.0.3',
'pytest>=7.2.2',
'nudenet>=3.4.2',
'python-daemon>=3.0.1',
'python-dotenv>=1.0.0',
'flask',
'toml',
'rich'
]
classifiers=[
'Development Status :: 5 - Production/Stable',
'Environment :: Console',
'Intended Audience :: End Users/Desktop',
'License :: OSI Approved :: MIT License',
'Programming Language :: Python :: 3.9',
'Topic :: Internet :: WWW/HTTP :: Indexing/Search',
'Topic :: Scientific/Engineering :: Image Recognition',
'Topic :: Games/Entertainment'
]
[project.urls]
Homepage = "https://github.com/yaroslaff/nudecrawler"
Repository = "https://github.com/yaroslaff/nudecrawler.git"
"Bug Tracker" = "https://github.com/yaroslaff/nudecrawler/issues"
Changelog = "https://github.com/yaroslaff/nudecrawler/blob/master/CHANGELOG.md"
[project.scripts]
nudecrawler = "nudecrawler.scripts.nudecrawler:main"
detect-image-aid = "nudecrawler.scripts.detect_image_aid:main"
detect-image-nsfw-api = "nudecrawler.scripts.detect_image_nsfw_api:main"
detect-image-nudenet = "nudecrawler.scripts.detect_image_nudenet:main"
detect-server-nudenet = "nudecrawler.scripts.detect_server_nudenet:main"
nudecrawler-makeurls = "nudecrawler.scripts.nudecrawler_makeurls:main"
================================================
FILE: requirements.txt
================================================
wheel
cpython
beautifulsoup4 == 4.12.0
transliterate == 1.10.2
pillow == 9.4.0
requests == 2.28.2
nudepy == 0.5.1
evalidate == 1.0.2
pytest == 7.2.2
# nudenet == 2.0.9
nudenet == 3.0.2
python-daemon == 3.0.1
python-dotenv == 1.0.0
rich
================================================
FILE: setup.py
================================================
#!/usr/bin/env python3
from setuptools import setup
import os
import sys
from importlib.machinery import SourceFileLoader
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
def get_version(path):
foo = SourceFileLoader(os.path.basename(path),"nudecrawler/version.py").load_module()
return foo.version
setup(
name='nudecrawler',
version=get_version('bin/nudecrawler'),
packages=['nudecrawler'],
scripts=[
'bin/nudecrawler',
'bin/detect-image-aid.py',
'bin/detect-image-nsfw-api.py',
'bin/detect-image-nudenet.py',
'bin/detect-server-nudenet.py',
'bin/refresh-nsfw-api.sh'
],
install_requires=['bs4', 'requests', 'pillow', 'nudepy', 'transliterate' ,'evalidate', 'python-dotenv'],
url='https://github.com/yaroslaff/nudecrawler',
license='MIT',
author='Yaroslav Polyakov',
long_description=read('README.md'),
long_description_content_type='text/markdown',
author_email='yaroslaff@gmail.com',
description='Crawl telegra.ph for nude pictures and videos',
python_requires='>=3.9',
extras_require={
'nudenet': ["flask", "nudenet", "python-daemon"],
},
classifiers=[
'Development Status :: 3 - Alpha',
# Indicate who your project is intended for
'Intended Audience :: Developers',
# Pick your license as you wish (should match "license" above)
'License :: OSI Approved :: MIT License',
# Specify the Python versions you support here. In particular, ensure
# that you indicate whether you support Python 2, Python 3 or both.
'Programming Language :: Python :: 3.6',
],
)
================================================
FILE: tests/test_nudecrawler.py
================================================
from nudecrawler.page import Page
import nudecrawler.verbose
empty = 'https://telegra.ph/empty-04-03'
belle_delphine = 'https://telegra.ph/belle-delphine-01-16'
sasha_grey = 'https://telegra.ph/sasha-grey-04-18'
nudecrawler.verbose.verbose = True
class TestBasic():
def test_empty(self):
p = Page(empty, detect_image=':nude')
p.check_all()
assert p.status().startswith('INTERESTING'), "Bad status!"
print(p)
def test_belle(self):
p = Page(belle_delphine, detect_image=':true')
p.check_all()
assert p.status().startswith('INTERESTING'), "Bad status!"
print(p)
================================================
FILE: urls.txt
================================================
https://telegra.ph/
https://telegra.ph/a
https://telegra.ph/ab
https://telegra.ph/aba
https://telegra.ph/abakan
https://telegra.ph/abaza
https://telegra.ph/abazhur
https://telegra.ph/abd
https://telegra.ph/abinsk
https://telegra.ph/abiturientka
https://telegra.ph/abo
https://telegra.ph/abrakadabra
https://telegra.ph/abs
https://telegra.ph/absent
https://telegra.ph/absurd
https://telegra.ph/abu
https://telegra.ph/abu-dabi
https://telegra.ph/achinsk
https://telegra.ph/achinskoe
https://telegra.ph/ad
https://telegra.ph/ada
https://telegra.ph/adam
https://telegra.ph/adams
https://telegra.ph/adaptivnost
https://telegra.ph/adat
https://telegra.ph/addis
https://telegra.ph/ade
https://telegra.ph/adel
https://telegra.ph/adelaida
https://telegra.ph/adidas
https://telegra.ph/aditi
https://telegra.ph/adler
https://telegra.ph/admi
https://telegra.ph/admin
https://telegra.ph/administrator
https://telegra.ph/administratorsha
https://telegra.ph/adminy
https://telegra.ph/admiral
https://telegra.ph/adonis
https://telegra.ph/adrenalin
https://telegra.ph/adrenaline
https://telegra.ph/adresa
https://telegra.ph/adrian
https://telegra.ph/adriana
https://telegra.ph/adsk
https://telegra.ph/advokat
https://telegra.ph/adyulter
https://telegra.ph/aes
https://telegra.ph/af
https://telegra.ph/afa
https://telegra.ph/afanasev
https://telegra.ph/afanasij
https://telegra.ph/afera
https://telegra.ph/aferistka
https://telegra.ph/aferisty
https://telegra.ph/affekt
https://telegra.ph/affinazh
https://telegra.ph/afganistan
https://telegra.ph/afina
https://telegra.ph/afiny
https://telegra.ph/afisha
https://telegra.ph/afishi
https://telegra.ph/afon
https://telegra.ph/aforizmy
https://telegra.ph/afrika
https://telegra.ph/afrodita
https://telegra.ph/afrodite
https://telegra.ph/ag
https://telegra.ph/aga
https://telegra.ph/agama
https://telegra.ph/agent
https://telegra.ph/agentstvo
https://telegra.ph/agenty
https://telegra.ph/agitka
https://telegra.ph/agora
https://telegra.ph/agregat
https://telegra.ph/agressiya
https://telegra.ph/ah
https://telegra.ph/aham
https://telegra.ph/ahat
https://telegra.ph/ahmed
https://telegra.ph/ahtubinsk
https://telegra.ph/ai
https://telegra.ph/aid
https://telegra.ph/aida
https://telegra.ph/air
https://telegra.ph/aj
https://telegra.ph/ajbolit
https://telegra.ph/ajya
https://telegra.ph/ak
https://telegra.ph/akademiya
https://telegra.ph/akademizm
https://telegra.ph/akali
https://telegra.ph/akane
https://telegra.ph/akapulko
https://telegra.ph/akbar
https://telegra.ph/akbulak
https://telegra.ph/aki
https://telegra.ph/akk
https://telegra.ph/akkaunt
https://telegra.ph/akkaunty
https://telegra.ph/akkumulyatory
https://telegra.ph/akkurat
https://telegra.ph/akkuratn
https://telegra.ph/akne
https://telegra.ph/akonit
https://telegra.ph/akr
https://telegra.ph/akrami
https://telegra.ph/akrobatka
https://telegra.ph/akropol
https://telegra.ph/aksenov
https://telegra.ph/aksessuary
https://telegra.ph/aksioma
https://telegra.ph/akt
https://telegra.ph/aktam
https://telegra.ph/akter
https://telegra.ph/aktiv
https://telegra.ph/aktivator
https://telegra.ph/aktivnosti
https://telegra.ph/aktivnyj
https://telegra.ph/aktivy
https://telegra.ph/aktrisa
https://telegra.ph/aktualno
https://telegra.ph/aktualnoe
https://telegra.ph/aktualnye
https://telegra.ph/aktualnyj
https://telegra.ph/akty
https://telegra.ph/aktyory
https://telegra.ph/aku
https://telegra.ph/akula
https://telegra.ph/akusher
https://telegra.ph/akustika
https://telegra.ph/akvamarin
https://telegra.ph/akvarel
https://telegra.ph/akvarium
https://telegra.ph/al
https://telegra.ph/ala
https://telegra.ph/alan
https://telegra.ph/alana
https://telegra.ph/alapaevsk
https://telegra.ph/alatyr
https://telegra.ph/albedo
https://telegra.ph/albert
https://telegra.ph/alberta
https://telegra.ph/alberto
https://telegra.ph/albina
https://telegra.ph/albinosy
https://telegra.ph/albom
https://telegra.ph/alchnost
https://telegra.ph/aldan
https://telegra.ph/ale
https://telegra.ph/aleks
https://telegra.ph/aleksa
https://telegra.ph/aleksandr
https://telegra.ph/aleksandra
https://telegra.ph/aleksandrov
https://telegra.ph/aleksandrovka
https://telegra.ph/aleksandrovsk
https://telegra.ph/aleksandrovskoe
https://telegra.ph/aleksej
https://telegra.ph/aleksin
https://telegra.ph/alena
https://telegra.ph/alenka
https://telegra.ph/alfa
https://telegra.ph/alfavit
https://telegra.ph/alfred
https://telegra.ph/algebra
https://telegra.ph/algoritm
https://telegra.ph/algoritmy
https://telegra.ph/alhimik
https://telegra.ph/ali
https://telegra.ph/alibi
https://telegra.ph/alik
https://telegra.ph/alikante
https://telegra.ph/alimenty
https://telegra.ph/alin
https://telegra.ph/alina
https://telegra.ph/aline
https://telegra.ph/alis
https://telegra.ph/alisa
https://telegra.ph/alise
https://telegra.ph/alkadieny
https://telegra.ph/alkaloidy
https://telegra.ph/alkiny
https://telegra.ph/alkogol
https://telegra.ph/alkonost
https://telegra.ph/alkov
https://telegra.ph/all
https://telegra.ph/alla
https://telegra.ph/allah
https://telegra.ph/allemand
https://telegra.ph/allen
https://telegra.ph/allergiya
https://telegra.ph/allo
https://telegra.ph/allu
https://telegra.ph/ally
https://telegra.ph/alma
https://telegra.ph/alma-mater
https://telegra.ph/almaty
https://telegra.ph/almaz
https://telegra.ph/almetevsk
https://telegra.ph/alo
https://telegra.ph/alt
https://telegra.ph/altair
https://telegra.ph/altaj
https://telegra.ph/altar
https://telegra.ph/alte
https://telegra.ph/altej
https://telegra.ph/altimetra
https://telegra.ph/altu
https://telegra.ph/alunit
https://telegra.ph/alya
https://telegra.ph/alyona
https://telegra.ph/alyonka
https://telegra.ph/alyonushka
https://telegra.ph/alyuminij
https://telegra.ph/am
https://telegra.ph/ama
https://telegra.ph/amaliya
https://telegra.ph/amazonka
https://telegra.ph/amazonki
https://telegra.ph/amb
https://telegra.ph/ameliya
https://telegra.ph/amen
https://telegra.ph/amerika
https://telegra.ph/ametist
https://telegra.ph/amfimiksis
https://telegra.ph/amil
https://telegra.ph/amin
https://telegra.ph/amina
https://telegra.ph/aminazin
https://telegra.ph/amine
https://telegra.ph/aminokisloty
https://telegra.ph/amistad
https://telegra.ph/amneziya
https://telegra.ph/amsterdam
https://telegra.ph/amulet
https://telegra.ph/amulety
https://telegra.ph/amursk
https://telegra.ph/an
https://telegra.ph/ana
https://telegra.ph/anabolika
https://telegra.ph/anafora
https://telegra.ph/analitik
https://telegra.ph/analitika
https://telegra.ph/analiz
https://telegra.ph/analogi
https://telegra.ph/analogii
https://telegra.ph/ananas
https://telegra.ph/ananya
https://telegra.ph/anapa
https://telegra.ph/anarhiya
https://telegra.ph/anarhizm
https://telegra.ph/anasha
https://telegra.ph/anastasiya
https://telegra.ph/anatolij
https://telegra.ph/anatomiya
https://telegra.ph/anchar
https://telegra.ph/and
https://telegra.ph/andante
https://telegra.ph/andersen
https://telegra.ph/andorra
https://telegra.ph/andr
https://telegra.ph/andre
https://telegra.ph/andreeva
https://telegra.ph/andrei
https://telegra.ph/andrej
https://telegra.ph/andrejka
https://telegra.ph/andri
https://telegra.ph/andriana
https://telegra.ph/andriya
https://telegra.ph/andromeda
https://telegra.ph/andy
https://telegra.ph/ane
https://telegra.ph/anechka
https://telegra.ph/anechke
https://telegra.ph/anek
https://telegra.ph/anekdot
https://telegra.ph/anekdoty
https://telegra.ph/anemone
https://telegra.ph/anfisa
https://telegra.ph/angarsk
https://telegra.ph/ange
https://telegra.ph/angel
https://telegra.ph/angela
https://telegra.ph/angelika
https://telegra.ph/angelina
https://telegra.ph/angeline
https://telegra.ph/angelochki
https://telegra.ph/angelok
https://telegra.ph/angely
https://telegra.ph/angina
https://telegra.ph/anglichanka
https://telegra.ph/anglijskij
https://telegra.ph/angliya
https://telegra.ph/angola
https://telegra.ph/ani
https://telegra.ph/ania
https://telegra.ph/anika
https://telegra.ph/aniki
https://telegra.ph/anime
https://telegra.ph/anisa
https://telegra.ph/ankara
https://telegra.ph/anke
https://telegra.ph/anketa
https://telegra.ph/anketirovanie
https://telegra.ph/anketka
https://telegra.ph/ankety
https://telegra.ph/anku
https://telegra.ph/ann
https://telegra.ph/anna
https://telegra.ph/anne
https://telegra.ph/annot
https://telegra.ph/anny
https://telegra.ph/anomalii
https://telegra.ph/anomaliya
https://telegra.ph/anonim
https://telegra.ph/anonimno
https://telegra.ph/anonimnost
https://telegra.ph/anons
https://telegra.ph/anonsy
https://telegra.ph/ant
https://telegra.ph/antares
https://telegra.ph/antarktida
https://telegra.ph/anti
https://telegra.ph/antibiotiki
https://telegra.ph/antidepressanty
https://telegra.ph/antigeroj
https://telegra.ph/antigua
https://telegra.ph/antikorrozionnyj
https://telegra.ph/antikvar
https://telegra.ph/antikvariat
https://telegra.ph/antioksidanty
https://telegra.ph/antiseptik
https://telegra.ph/antitela
https://telegra.ph/antiteza
https://telegra.ph/antitoksin
https://telegra.ph/antivirusy
https://telegra.ph/anton
https://telegra.ph/antonij
https://telegra.ph/antonina
https://telegra.ph/antonio
https://telegra.ph/antony
https://telegra.ph/antoshka
https://telegra.ph/antropologiya
https://telegra.ph/antropometriya
https://telegra.ph/anubis
https://telegra.ph/anus
https://telegra.ph/anya
https://telegra.ph/anyuta
https://telegra.ph/anyutka
https://telegra.ph/anzhela
https://telegra.ph/anzhelika
https://telegra.ph/ao
https://telegra.ph/ap
https://telegra.ph/apartament
https://telegra.ph/aparteid
https://telegra.ph/aperitive
https://telegra.ph/apk
https://telegra.ph/apl
https://telegra.ph/apo
https://telegra.ph/apokalipsis
https://telegra.ph/apollinariya
https://telegra.ph/apollon
https://telegra.ph/aponevroz
https://telegra.ph/apostol
https://telegra.ph/app
https://telegra.ph/apr
https://telegra.ph/apt
https://telegra.ph/apteka
https://telegra.ph/apteki
https://telegra.ph/apv
https://telegra.ph/ar
https://telegra.ph/ara
https://telegra.ph/arab
https://telegra.ph/arabeska
https://telegra.ph/aram
https://telegra.ph/ararat
https://telegra.ph/arat
https://telegra.ph/arbatskaya
https://telegra.ph/arbitrazh
https://telegra.ph/arbutin
https://telegra.ph/arbuz
https://telegra.ph/are
https://telegra.ph/aren
https://telegra.ph/arena
https://telegra.ph/arenda
https://telegra.ph/arendator
https://telegra.ph/arendatoram
https://telegra.ph/arendy
https://telegra.ph/ares
https://telegra.ph/arest
https://telegra.ph/arf
https://telegra.ph/argentina
https://telegra.ph/arginin
https://telegra.ph/argo
https://telegra.ph/argumenty
https://telegra.ph/argun
https://telegra.ph/arh
https://telegra.ph/arhangel
https://telegra.ph/arhangelsk
https://telegra.ph/arhangelskoe
https://telegra.ph/arhangely
https://telegra.ph/arhetipy
https://telegra.ph/arhimed
https://telegra.ph/arhipelag
https://telegra.ph/arhitektor
https://telegra.ph/arhitektura
https://telegra.ph/arhiv
https://telegra.ph/arhivarius
https://telegra.ph/ari
https://telegra.ph/ariadna
https://telegra.ph/arian
https://telegra.ph/ariel
https://telegra.ph/ariele
https://telegra.ph/arina
https://telegra.ph/aristokratka
https://telegra.ph/ariston
https://telegra.ph/aristotele
https://telegra.ph/ariya
https://telegra.ph/arizona
https://telegra.ph/ark
https://telegra.ph/arkada
https://telegra.ph/arkadij
https://telegra.ph/arkadiya
https://telegra.ph/arkan
https://telegra.ph/arkebuza
https://telegra.ph/arktika
https://telegra.ph/arktur
https://telegra.ph/arlington
https://telegra.ph/arm
https://telegra.ph/armada
https://telegra.ph/armatura
https://telegra.ph/armavir
https://telegra.ph/armeniya
https://telegra.ph/armi
https://telegra.ph/armiya
https://telegra.ph/arnold
https://telegra.ph/aromat
https://telegra.ph/aromata
https://telegra.ph/aron
https://telegra.ph/arsen
https://telegra.ph/arsenij
https://telegra.ph/art
https://telegra.ph/arte
https://telegra.ph/artefakty
https://telegra.ph/artel
https://telegra.ph/artem
https://telegra.ph/artemida
https://telegra.ph/artemij
https://telegra.ph/arti
https://telegra.ph/artikl
https://telegra.ph/artist
https://telegra.ph/artur
https://telegra.ph/artyom
https://telegra.ph/ary
https://telegra.ph/arzamas
https://telegra.ph/as
https://telegra.ph/asa
https://telegra.ph/asbest
https://telegra.ph/ase
https://telegra.ph/asessor
https://telegra.ph/asfalt
https://telegra.ph/ash
https://telegra.ph/asker
https://telegra.ph/asket
https://telegra.ph/aslan
https://telegra.ph/asom
https://telegra.ph/aspekty
https://telegra.ph/aspid
https://telegra.ph/aspirant
https://telegra.ph/ass
https://telegra.ph/assembler
https://telegra.ph/assorti
https://telegra.ph/assortiment
https://telegra.ph/asta
https://telegra.ph/astana
https://telegra.ph/astra
https://telegra.ph/astragal
https://telegra.ph/astrahan
https://telegra.ph/astral
https://telegra.ph/astrokompas
https://telegra.ph/astrologi
https://telegra.ph/astrologiya
https://telegra.ph/astronomiya
https://telegra.ph/astronomy
https://telegra.ph/astroprognoz
https://telegra.ph/asu
https://telegra.ph/asy
https://telegra.ph/asya
https://telegra.ph/at
https://telegra.ph/ata
https://telegra.ph/ataka
https://telegra.ph/ateroskleroz
https://telegra.ph/atl
https://telegra.ph/atlant
https://telegra.ph/atlanta
https://telegra.ph/atlantida
https://telegra.ph/atlantide
https://telegra.ph/atlantika
https://telegra.ph/atlantis
https://telegra.ph/atlas
https://telegra.ph/atlet
https://telegra.ph/atm
https://telegra.ph/atmosfer
https://telegra.ph/atmosfera
https://telegra.ph/atom
https://telegra.ph/atomy
https://telegra.ph/atribut
https://telegra.ph/atrium
https://telegra.ph/au
https://telegra.ph/audi
https://telegra.ph/audio
https://telegra.ph/audioknigi
https://telegra.ph/audiozapis
https://telegra.ph/audirovanie
https://telegra.ph/audit
https://telegra.ph/auditor
https://telegra.ph/auditoriya
https://telegra.ph/aura
https://telegra.ph/aus
https://telegra.ph/aut
https://telegra.ph/autsajder
https://telegra.ph/av
https://telegra.ph/ava
https://telegra.ph/aval
https://telegra.ph/avangard
https://telegra.ph/avangardnoe
https://telegra.ph/avanpost
https://telegra.ph/avans
https://telegra.ph/avantyurin
https://telegra.ph/avantyurist
https://telegra.ph/avarijnyj
https://telegra.ph/avatar
https://telegra.ph/avatara
https://telegra.ph/avenyu
https://telegra.ph/avesta
https://telegra.ph/avgust
https://telegra.ph/avgustina
https://telegra.ph/avi
https://telegra.ph/avia
https://telegra.ph/aviakompanii
https://telegra.ph/aviator
https://telegra.ph/avinon
https://telegra.ph/avitaminoznyj
https://telegra.ph/aviva
https://telegra.ph/avokado
https://telegra.ph/avos
https://telegra.ph/avraam
https://telegra.ph/avrora
https://telegra.ph/avstraliya
https://telegra.ph/avstriya
https://telegra.ph/avstriyaka
https://telegra.ph/avt
https://telegra.ph/avto
https://telegra.ph/avtobiografiya
https://telegra.ph/avtobus
https://telegra.ph/avtobusnoe
https://telegra.ph/avtobusy
https://telegra.ph/avtodoroga
https://telegra.ph/avtokatastrofa
https://telegra.ph/avtokran
https://telegra.ph/avtokrany
https://telegra.ph/avtomatizm
https://telegra.ph/avtomehanik
https://telegra.ph/avtomobil
https://telegra.ph/avtonomist
https://telegra.ph/avtonomnyj
https://telegra.ph/avtopilot
https://telegra.ph/avtor
https://telegra.ph/avtoritet
https://telegra.ph/avtorizuemsya
https://telegra.ph/avtorynok
https://telegra.ph/avtoservis
https://telegra.ph/avtoshkola
https://telegra.ph/avtoslesar
https://telegra.ph/avtostop
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https://telegra.ph/ekspeditor
https://telegra.ph/el
https://telegra.ph/elan
https://telegra.ph/eldorado
https://telegra.ph/ele
https://telegra.ph/elektrik
https://telegra.ph/elektrika
https://telegra.ph/elektrokardiogramma
https://telegra.ph/elektronik
https://telegra.ph/element
https://telegra.ph/elen
https://telegra.ph/elena
https://telegra.ph/eleonora
https://telegra.ph/elevator
https://telegra.ph/elfa
https://telegra.ph/eli
https://telegra.ph/elis
https://telegra.ph/elite
https://telegra.ph/elizaveta
https://telegra.ph/elka
https://telegra.ph/ella
https://telegra.ph/elle
https://telegra.ph/elline
https://telegra.ph/elly
https://telegra.ph/elnik
https://telegra.ph/elochka
https://telegra.ph/elton
https://telegra.ph/elya
https://telegra.ph/em
https://telegra.ph/emboliya
https://telegra.ph/emir
https://telegra.ph/emm
https://telegra.ph/emma
https://telegra.ph/emmy
https://telegra.ph/emu
https://telegra.ph/en
https://telegra.ph/ena
https://telegra.ph/end
https://telegra.ph/enda
https://telegra.ph/eneral
https://telegra.ph/energi
https://telegra.ph/eno
https://telegra.ph/enola
https://telegra.ph/enot
https://telegra.ph/ent
https://telegra.ph/ep
https://telegra.ph/epa
https://telegra.ph/epilepsiya
https://telegra.ph/epod
https://telegra.ph/er
https://telegra.ph/era
https://telegra.ph/ere
https://telegra.ph/eres
https://telegra.ph/eretik
https://telegra.ph/erevan
https://telegra.ph/erfurt
https://telegra.ph/erg
https://telegra.ph/eri
https://telegra.ph/erika
https://telegra.ph/erisa
https://telegra.ph/eristika
https://telegra.ph/erke
https://telegra.ph/ermak
https://telegra.ph/ermil
https://telegra.ph/ernest
https://telegra.ph/eros
https://telegra.ph/erotika
https://telegra.ph/ers
https://telegra.ph/ershov
https://telegra.ph/ery
https://telegra.ph/es
https://telegra.ph/esaul
https://telegra.ph/esenin
https://telegra.ph/esg
https://telegra.ph/esl
https://telegra.ph/esli
https://telegra.ph/esp
https://telegra.ph/est
https://telegra.ph/estestvennost
https://telegra.ph/et
https://telegra.ph/eta
https://telegra.ph/ev
https://telegra.ph/eva
https://telegra.ph/evan
https://telegra.ph/evangelie
https://telegra.ph/evangelist
https://telegra.ph/eve
https://telegra.ph/even
https://telegra.ph/everest
https://telegra.ph/evg
https://telegra.ph/evgen
https://telegra.ph/evgenij
https://telegra.ph/evgeniya
https://telegra.ph/evpatorii
https://telegra.ph/evr
https://telegra.ph/evrej
https://telegra.ph/evro
https://telegra.ph/ezh
https://telegra.ph/ezhonok
https://telegra.ph/f
https://telegra.ph/fa
https://telegra.ph/fabrika
https://telegra.ph/fae
https://telegra.ph/fajl
https://telegra.ph/fak
https://telegra.ph/fakir
https://telegra.ph/faksimile
https://telegra.ph/faksy
https://telegra.ph/fakt
https://telegra.ph/fakty
https://telegra.ph/fal
https://telegra.ph/fall
https://telegra.ph/falsh
https://telegra.ph/falshivomonetchiki
https://telegra.ph/famili
https://telegra.ph/familie
https://telegra.ph/fan
https://telegra.ph/fanat
https://telegra.ph/fanera
https://telegra.ph/fantastika
https://telegra.ph/fantazer
https://telegra.ph/fantazerka
https://telegra.ph/fantazi
https://telegra.ph/fantazii
https://telegra.ph/fantaziya
https://telegra.ph/fantazyorka
https://telegra.ph/fantom
https://telegra.ph/fantomas
https://telegra.ph/far
https://telegra.ph/fara
https://telegra.ph/faraon
https://telegra.ph/fare
https://telegra.ph/fars
https://telegra.ph/farsi
https://telegra.ph/faru
https://telegra.ph/fas
https://telegra.ph/fasad
https://telegra.ph/fasovka
https://telegra.ph/fatalistka
https://telegra.ph/fate
https://telegra.ph/faun
https://telegra.ph/fauna
https://telegra.ph/faust
https://telegra.ph/favor
https://telegra.ph/favorit
https://telegra.ph/fayalit
https://telegra.ph/faza
https://telegra.ph/fazany
https://telegra.ph/fe
https://telegra.ph/feb
https://telegra.ph/fed
https://telegra.ph/federalnyj
https://telegra.ph/fedor
https://telegra.ph/fedot
https://telegra.ph/fedya
https://telegra.ph/fee
https://telegra.ph/fei
https://telegra.ph/fejerverk
https://telegra.ph/fejhoa
https://telegra.ph/feliks
https://telegra.ph/felon
https://telegra.ph/femida
https://telegra.ph/feminizm
https://telegra.ph/fen
https://telegra.ph/feniksy
https://telegra.ph/fenilalanin
https://telegra.ph/fenoly
https://telegra.ph/fenomen
https://telegra.ph/fentezi
https://telegra.ph/fenya
https://telegra.ph/feodalizm
https://telegra.ph/fer
https://telegra.ph/ferdinand
https://telegra.ph/ferma
https://telegra.ph/fernando
https://telegra.ph/feromon
https://telegra.ph/ferrara
https://telegra.ph/ferzi
https://telegra.ph/fes
https://telegra.ph/festival
https://telegra.ph/festivali
https://telegra.ph/festivalnaya
https://telegra.ph/fetish
https://telegra.ph/fevral
https://telegra.ph/fevralya
https://telegra.ph/feya
https://telegra.ph/fi
https://telegra.ph/fiasko
https://telegra.ph/fiat
https://telegra.ph/fibonachchi
https://telegra.ph/fiesta
https://telegra.ph/fifa
https://telegra.ph/fife
https://telegra.ph/fify
https://telegra.ph/figa
https://telegra.ph/fignya
https://telegra.ph/figure
https://telegra.ph/figurki
https://telegra.ph/fiks
https://telegra.ph/fikus
https://telegra.ph/fil
https://telegra.ph/fila
https://telegra.ph/filadelfiya
https://telegra.ph/filatelist
https://telegra.ph/file
https://telegra.ph/filial
https://telegra.ph/filiya
https://telegra.ph/film
https://telegra.ph/filmy
https://telegra.ph/filo
https://telegra.ph/filologiya
https://telegra.ph/filos
https://telegra.ph/filosof
https://telegra.ph/filosofiya
https://telegra.ph/filtr
https://telegra.ph/filtry
https://telegra.ph/fin
https://telegra.ph/final
https://telegra.ph/finale
https://telegra.ph/finansist
https://telegra.ph/finansy
https://telegra.ph/finiki
https://telegra.ph/finish
https://telegra.ph/finnam
https://telegra.ph/fioletovyj
https://telegra.ph/firm
https://telegra.ph/firma
https://telegra.ph/firman
https://telegra.ph/firmy
https://telegra.ph/fis
https://telegra.ph/fishki
https://telegra.ph/fit
https://telegra.ph/fizicheskogo
https://telegra.ph/fizika
https://telegra.ph/flag
https://telegra.ph/fler
https://telegra.ph/flesh
https://telegra.ph/flint
https://telegra.ph/flirt
https://telegra.ph/flora
https://telegra.ph/flore
https://telegra.ph/florentina
https://telegra.ph/florist
https://telegra.ph/fo
https://telegra.ph/foksterer
https://telegra.ph/fokus
https://telegra.ph/fokusirovka
https://telegra.ph/folga
https://telegra.ph/follikulit
https://telegra.ph/fom
https://telegra.ph/fomka
https://telegra.ph/fon
https://telegra.ph/fonar
https://telegra.ph/fonariki
https://telegra.ph/fonetika
https://telegra.ph/fonograf
https://telegra.ph/fontan
https://telegra.ph/for
https://telegra.ph/ford
https://telegra.ph/form
https://telegra.ph/forma
https://telegra.ph/format
https://telegra.ph/formirovanie
https://telegra.ph/formovka
https://telegra.ph/formula
https://telegra.ph/forse
https://telegra.ph/fors-mazhor
https://telegra.ph/forsunka
https://telegra.ph/fort
https://telegra.ph/fortune
https://telegra.ph/forum
https://telegra.ph/fot
https://telegra.ph/fota
https://telegra.ph/fotka
https://telegra.ph/fotki
https://telegra.ph/foto
https://telegra.ph/fotograf
https://telegra.ph/fotografii
https://telegra.ph/fotografiya
https://telegra.ph/fotohroniki
https://telegra.ph/fotokonkurs
https://telegra.ph/fotokonkursy
https://telegra.ph/fotomodel
https://telegra.ph/fotoperiodizm
https://telegra.ph/fotoreportazh
https://telegra.ph/fotorezistor
https://telegra.ph/fotosemka
https://telegra.ph/fotosintez
https://telegra.ph/fotosnimok
https://telegra.ph/fotosyomka
https://telegra.ph/fr
https://telegra.ph/fragment
https://telegra.ph/fraktal
https://telegra.ph/frank
https://telegra.ph/frankfurt
https://telegra.ph/franshiza
https://telegra.ph/frau
https://telegra.ph/frazy
https://telegra.ph/fred
https://telegra.ph/frejd
https://telegra.ph/french
https://telegra.ph/fri
https://telegra.ph/frize
https://telegra.ph/frukty
https://telegra.ph/fry
https://telegra.ph/fu
https://telegra.ph/fuga
https://telegra.ph/fuk
https://telegra.ph/fun
https://telegra.ph/fundament
https://telegra.ph/furgon
https://telegra.ph/fury
https://telegra.ph/fust
https://telegra.ph/futa
https://telegra.ph/futbol
https://telegra.ph/futbolist
https://telegra.ph/futbolka
https://telegra.ph/futbolki
https://telegra.ph/futer
https://telegra.ph/futu
https://telegra.ph/futurizm
https://telegra.ph/fyodor
https://telegra.ph/fyokla
https://telegra.ph/g
https://telegra.ph/ga
https://telegra.ph/gaba
https://telegra.ph/gada
https://telegra.ph/gadal
https://telegra.ph/gadanie
https://telegra.ph/gadu
https://telegra.ph/gadzhet
https://telegra.ph/gaechka
https://telegra.ph/gag
https://telegra.ph/gaga
https://telegra.ph/gagu
https://telegra.ph/gai
https://telegra.ph/gajka
https://telegra.ph/galakticheskoe
https://telegra.ph/galaktika
https://telegra.ph/galaktiki
https://telegra.ph/galateya
https://telegra.ph/galereya
https://telegra.ph/galery
https://telegra.ph/galin
https://telegra.ph/galina
https://telegra.ph/galka
https://telegra.ph/galkin
https://telegra.ph/galo
https://telegra.ph/galochka
https://telegra.ph/galya
https://telegra.ph/gambit
https://telegra.ph/gamburg
https://telegra.ph/game
https://telegra.ph/gandbol
https://telegra.ph/gang
https://telegra.ph/ganga
https://telegra.ph/gangster
https://telegra.ph/gangstery
https://telegra.ph/gangu
https://telegra.ph/gani
https://telegra.ph/gannibal
https://telegra.ph/gannover
https://telegra.ph/gant
https://telegra.ph/ganyu
https://telegra.ph/gaploidnyj
https://telegra.ph/gar
https://telegra.ph/garant
https://telegra.ph/garantii
https://telegra.ph/garantiya
https://telegra.ph/garazh
https://telegra.ph/garda
https://telegra.ph/garderob
https://telegra.ph/gari
https://telegra.ph/garm
https://telegra.ph/garmala
https://telegra.ph/garmoniya
https://telegra.ph/garni
https://telegra.ph/garnizon
https://telegra.ph/garri
https://telegra.ph/garvard
https://telegra.ph/gas
https://telegra.ph/gastarbajtery
https://telegra.ph/gastrit
https://telegra.ph/gastroli
https://telegra.ph/gastrolyor
https://telegra.ph/gastronomiya
https://telegra.ph/gav
https://telegra.ph/gavot
https://telegra.ph/gavriil
https://telegra.ph/gavryusha
https://telegra.ph/gaz
https://telegra.ph/gazah
https://telegra.ph/gaze
https://telegra.ph/gazel
https://telegra.ph/gazeta
https://telegra.ph/gazo
https://telegra.ph/gazorezchik
https://telegra.ph/gazprom
https://telegra.ph/gd
https://telegra.ph/gdansk
https://telegra.ph/gde
https://telegra.ph/gde-to
https://telegra.ph/ge
https://telegra.ph/gebu
https://telegra.ph/gee
https://telegra.ph/gej
https://telegra.ph/gek
https://telegra.ph/gektor
https://telegra.ph/gekzametr
https://telegra.ph/gel
https://telegra.ph/geld
https://telegra.ph/gele
https://telegra.ph/gelya
https://telegra.ph/gem
https://telegra.ph/gemoglobin
https://telegra.ph/gen
https://telegra.ph/gena
https://telegra.ph/genealogiya
https://telegra.ph/general
https://telegra.ph/generala
https://telegra.ph/generale
https://telegra.ph/generator
https://telegra.ph/genialno
https://telegra.ph/genij
https://telegra.ph/gennadij
https://telegra.ph/genomnaya
https://telegra.ph/genotsid
https://telegra.ph/genuya
https://telegra.ph/geny
https://telegra.ph/geo
https://telegra.ph/geografiya
https://telegra.ph/geologiya
https://telegra.ph/geometr
https://telegra.ph/geometriya
https://telegra.ph/george
https://telegra.ph/georgij
https://telegra.ph/georginy
https://telegra.ph/gepard
https://telegra.ph/ger
https://telegra.ph/gera
https://telegra.ph/gerakl
https://telegra.ph/geran
https://telegra.ph/gerbera
https://telegra.ph/gerd
https://telegra.ph/german
https://telegra.ph/germaniya
https://telegra.ph/germany
https://telegra.ph/germenevtika
https://telegra.ph/geroi
https://telegra.ph/geroin
https://telegra.ph/geroinya
https://telegra.ph/geroj
https://telegra.ph/ges
https://telegra.ph/gesner
https://telegra.ph/get
https://telegra.ph/geteroseksualen
https://telegra.ph/getit
https://telegra.ph/gg
https://telegra.ph/gi
https://telegra.ph/gid
https://telegra.ph/gidra
https://telegra.ph/gidrazin
https://telegra.ph/gif
https://telegra.ph/gigant
https://telegra.ph/gil
https://telegra.ph/gildii
https://telegra.ph/gildiya
https://telegra.ph/gim
https://telegra.ph/gimnastika
https://telegra.ph/gimnastki
https://telegra.ph/gimnazistka
https://telegra.ph/ginekolog
https://telegra.ph/ginekologiya
https://telegra.ph/giperrealizm
https://telegra.ph/gipertireoz
https://telegra.ph/gipnotizer
https://telegra.ph/gipnoz
https://telegra.ph/gipoteza
https://telegra.ph/gipotezy
https://telegra.ph/gipovitaminoz
https://telegra.ph/gir
https://telegra.ph/giri
https://telegra.ph/girl
https://telegra.ph/girlyanda
https://telegra.ph/girlyandy
https://telegra.ph/git
https://telegra.ph/gitarist
https://telegra.ph/gitary
https://telegra.ph/gitler
https://telegra.ph/giz
https://telegra.ph/gl
https://telegra.ph/gla
https://telegra.ph/glad
https://telegra.ph/gladiator
https://telegra.ph/gladiolus
https://telegra.ph/glagol
https://telegra.ph/glagoly
https://telegra.ph/glasha
https://telegra.ph/glaukoma
https://telegra.ph/glava
https://telegra.ph/glavar
https://telegra.ph/glavnaya
https://telegra.ph/glavnoe
https://telegra.ph/glavy
https://telegra.ph/glaz
https://telegra.ph/glaza
https://telegra.ph/glazok
https://telegra.ph/glazunya
https://telegra.ph/gleb
https://telegra.ph/glen
https://telegra.ph/gline
https://telegra.ph/glintvejn
https://telegra.ph/glisty
https://telegra.ph/globus
https://telegra.ph/globusy
https://telegra.ph/gloriya
https://telegra.ph/glossarij
https://telegra.ph/glot
https://telegra.ph/glotka
https://telegra.ph/glubina
https://telegra.ph/glubzhe
https://telegra.ph/gluha
https://telegra.ph/glup
https://telegra.ph/glupenkaya
https://telegra.ph/glupost
https://telegra.ph/glush
https://telegra.ph/glyuki
https://telegra.ph/gm
https://telegra.ph/gn
https://telegra.ph/gne
https://telegra.ph/gnev
https://telegra.ph/gni
https://telegra.ph/gnoe
https://telegra.ph/gnom
https://telegra.ph/gnome
https://telegra.ph/gnomy
https://telegra.ph/gnu
https://telegra.ph/gnyozda
https://telegra.ph/go
https://telegra.ph/goa
https://telegra.ph/god
https://telegra.ph/goden
https://telegra.ph/godunov
https://telegra.ph/gofra
https://telegra.ph/goga
https://telegra.ph/goj
https://telegra.ph/gol
https://telegra.ph/gold
https://telegra.ph/golf
https://telegra.ph/goli
https://telegra.ph/golod
https://telegra.ph/golodanie
https://telegra.ph/golodomor
https://telegra.ph/gologramma
https://telegra.ph/goloj
https://telegra.ph/golos
https://telegra.ph/golosa
https://telegra.ph/golosovanie
https://telegra.ph/golosovaniya
https://telegra.ph/golosujte
https://telegra.ph/golova
https://telegra.ph/golovne
https://telegra.ph/golovokruzhenie
https://telegra.ph/golovolomka
https://telegra.ph/golu
https://telegra.ph/golube
https://telegra.ph/golubika
https://telegra.ph/golubinoe
https://telegra.ph/goluboj
https://telegra.ph/golye
https://telegra.ph/golysh
https://telegra.ph/gomoseksualizm
https://telegra.ph/gomoseksualnaya
https://telegra.ph/gomoseksualnoe
https://telegra.ph/gomoseksualnost
https://telegra.ph/gomoseksualnyj
https://telegra.ph/gomunkulus
https://telegra.ph/gon
https://telegra.ph/gonchie
https://telegra.ph/gonduras
https://telegra.ph/gone
https://telegra.ph/goni
https://telegra.ph/gonka
https://telegra.ph/gonkong
https://telegra.ph/gop
https://telegra.ph/gor
https://telegra.ph/gora
https://telegra.ph/gorbachev
https://telegra.ph/gorbuna
https://telegra.ph/gorbushe
https://telegra.ph/gorchichniki
https://telegra.ph/gorda
https://telegra.ph/gordost
https://telegra.ph/gordyachka
https://telegra.ph/gore
https://telegra.ph/gorelyj
https://telegra.ph/gorilla
https://telegra.ph/gorizont
https://telegra.ph/gorizontalnoe
https://telegra.ph/gorka
https://telegra.ph/gorki
https://telegra.ph/gorko
https://telegra.ph/gorle
https://telegra.ph/gormony
https://telegra.ph/gornichnaya
https://telegra.ph/gornye
https://telegra.ph/goro
https://telegra.ph/gorod
https://telegra.ph/gorodok
https://telegra.ph/goroskop
https://telegra.ph/gorshki
https://telegra.ph/gortan
https://telegra.ph/gory
https://telegra.ph/goryachee
https://telegra.ph/goryachev
https://telegra.ph/goryachij
https://telegra.ph/goryachka
https://telegra.ph/goryacho
https://telegra.ph/goryu
https://telegra.ph/gosh
https://telegra.ph/gosha
https://telegra.ph/gospital
https://telegra.ph/gospodin
https://telegra.ph/gospozha
https://telegra.ph/gost
https://telegra.ph/gostepriimstvo
https://telegra.ph/gosti
https://telegra.ph/gostya
https://telegra.ph/gosudar
https://telegra.ph/gosudarstvo
https://telegra.ph/got
https://telegra.ph/gotika
https://telegra.ph/gotov
https://telegra.ph/gotovim
https://telegra.ph/gotovo
https://telegra.ph/gotovyj
https://telegra.ph/gov
https://telegra.ph/govno
https://telegra.ph/gr
https://telegra.ph/grabli
https://telegra.ph/grad
https://telegra.ph/gradient
https://telegra.ph/graf
https://telegra.ph/graffiti
https://telegra.ph/grafik
https://telegra.ph/grafika
https://telegra.ph/grafit
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https://telegra.ph/marokko
https://telegra.ph/mars
https://telegra.ph/marsel
https://telegra.ph/marshal
https://telegra.ph/marshall
https://telegra.ph/marshrut
https://telegra.ph/marshrutka
https://telegra.ph/marshrutki
https://telegra.ph/marshruty
https://telegra.ph/mart
https://telegra.ph/marta
https://telegra.ph/marte
https://telegra.ph/marten
https://telegra.ph/martin
https://telegra.ph/martina
https://telegra.ph/martini
https://telegra.ph/martu
https://telegra.ph/marusya
https://telegra.ph/marya
https://telegra.ph/maryana
https://telegra.ph/marzha
https://telegra.ph/mas
https://telegra.ph/mash
https://telegra.ph/masha
https://telegra.ph/mashenka
https://telegra.ph/mashina
https://telegra.ph/mashka
https://telegra.ph/maska
https://telegra.ph/maskarad
https://telegra.ph/maski
https://telegra.ph/maskirovka
https://telegra.ph/maslenitsa
https://telegra.ph/mass
https://telegra.ph/massa
https://telegra.ph/massazh
https://telegra.ph/massazhist
https://telegra.ph/massimo
https://telegra.ph/massive
https://telegra.ph/mast
https://telegra.ph/master
https://telegra.ph/mastera
https://telegra.ph/masterskaya
https://telegra.ph/masterstvo
https://telegra.ph/masti
https://telegra.ph/masturbiruet
https://telegra.ph/mat
https://telegra.ph/matador
https://telegra.ph/match
https://telegra.ph/mate
https://telegra.ph/matem
https://telegra.ph/matematichka
https://telegra.ph/matematik
https://telegra.ph/matematika
https://telegra.ph/material
https://telegra.ph/materialy
https://telegra.ph/materyal
https://telegra.ph/matfeya
https://telegra.ph/matilda
https://telegra.ph/matilde
https://telegra.ph/mat-i-macheha
https://telegra.ph/matka
https://telegra.ph/matki
https://telegra.ph/matras
https://telegra.ph/matrasy
https://telegra.ph/matriarhat
https://telegra.ph/matriks
https://telegra.ph/matryoshka
https://telegra.ph/matvej
https://telegra.ph/mav
https://telegra.ph/mavritaniya
https://telegra.ph/mavry
https://telegra.ph/maya
https://telegra.ph/mayak
https://telegra.ph/mayu
https://telegra.ph/maz
https://telegra.ph/mazar
https://telegra.ph/mazohizm
https://telegra.ph/mb
https://telegra.ph/mch
https://telegra.ph/mchu
https://telegra.ph/me
https://telegra.ph/mebel
https://telegra.ph/meblirovka
https://telegra.ph/mecha
https://telegra.ph/mechehvosty
https://telegra.ph/mechta
https://telegra.ph/mechtateli
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https://telegra.ph/mechty
https://telegra.ph/med
https://telegra.ph/medal
https://telegra.ph/medalist
https://telegra.ph/median
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https://telegra.ph/medvedka
https://telegra.ph/medvezhonok
https://telegra.ph/megafon
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https://telegra.ph/meh
https://telegra.ph/mehanik
https://telegra.ph/mehanika
https://telegra.ph/mehaniki
https://telegra.ph/mehmet
https://telegra.ph/meksika
https://telegra.ph/mela
https://telegra.ph/melanholiya
https://telegra.ph/melanoma
https://telegra.ph/melena
https://telegra.ph/melisa
https://telegra.ph/melissa
https://telegra.ph/melka
gitextract_9rue9blj/ ├── .gitignore ├── CHANGELOG.md ├── README.md ├── bin/ │ └── refresh-nsfw-api.sh ├── build-docker.sh ├── docker/ │ ├── DevDockerfile │ └── Dockerfile ├── nudecrawler/ │ ├── __init__.py │ ├── cache.py │ ├── config.py │ ├── exceptions.py │ ├── localimage.py │ ├── nudenet.py │ ├── page.py │ ├── remoteimage.py │ ├── scripts/ │ │ ├── detect_image_aid.py │ │ ├── detect_image_nsfw_api.py │ │ ├── detect_image_nudenet.py │ │ ├── detect_server_nudenet.py │ │ ├── nudecrawler.py │ │ └── nudecrawler_makeurls.py │ ├── tgru.py │ ├── unbuffered.py │ ├── verbose.py │ └── version.py ├── nudecrawler.toml ├── pyproject.toml ├── requirements.txt ├── setup.py ├── tests/ │ └── test_nudecrawler.py ├── urls.txt └── wordlist.txt
SYMBOL INDEX (76 symbols across 18 files)
FILE: nudecrawler/cache.py
class ImageCache (line 6) | class ImageCache(object):
method __init__ (line 7) | def __init__(self):
method url2v (line 17) | def url2v(self, url):
method sum2v (line 27) | def sum2v(self, sum, url=None):
method register (line 40) | def register(self, url, sum, verdict):
method load (line 46) | def load(self, path):
method save_conditional (line 60) | def save_conditional(self, path, new=1):
method save (line 67) | def save(self, path):
method status (line 73) | def status(self):
FILE: nudecrawler/config.py
function get_config_path (line 14) | def get_config_path():
function read_config (line 39) | def read_config():
function get_args (line 60) | def get_args(argv: str, methods_list: list[str], context_fields: list):
function hydrate_config (line 119) | def hydrate_config(user_conf: dict):
function get_default_config (line 135) | def get_default_config():
FILE: nudecrawler/exceptions.py
class NudeCrawlerException (line 1) | class NudeCrawlerException(Exception):
class BoringImage (line 4) | class BoringImage(NudeCrawlerException):
class ProblemImage (line 8) | class ProblemImage(NudeCrawlerException):
FILE: nudecrawler/localimage.py
function basic_check (line 4) | def basic_check(path, min_w, min_h):
FILE: nudecrawler/nudenet.py
function nudenet_detect (line 17) | def nudenet_detect(path, page_url):
FILE: nudecrawler/page.py
function get_processed_images (line 32) | def get_processed_images():
function sha1sum (line 35) | def sha1sum(path):
class Page (line 45) | class Page:
method __init__ (line 47) | def __init__(self, url: str, all_found=False, detect_image=None, min_t...
method ignore (line 135) | def ignore(self, reason):
method log (line 143) | def log(self, msg, really=True):
method check_all (line 148) | def check_all(self):
method check_video (line 166) | def check_video(self):
method error (line 172) | def error(self, msg):
method prefilter_image (line 178) | def prefilter_image(self, url):
method do_detect_url (line 219) | def do_detect_url(self, url):
method do_detect_image (line 241) | def do_detect_image(self, url):
method detect_cache_url (line 275) | def detect_cache_url(self, url):
method is_nude (line 287) | def is_nude(self, url):
method check_images (line 309) | def check_images(self):
method status (line 335) | def status(self):
method as_json (line 377) | def as_json(self):
method __str__ (line 386) | def __str__(self):
FILE: nudecrawler/remoteimage.py
class RemoteImage (line 17) | class RemoteImage:
method __init__ (line 18) | def __init__(self, url:str, page_url: str = None):
method set_threshold (line 39) | def set_threshold(self, thr):
method __del__ (line 42) | def __del__(self):
method download (line 46) | def download(self):
method detect_image (line 49) | def detect_image(self, script):
FILE: nudecrawler/scripts/detect_image_aid.py
function detect_nudity (line 17) | def detect_nudity(path, address, threshold):
function main (line 34) | def main():
FILE: nudecrawler/scripts/detect_image_nsfw_api.py
function detect_image (line 25) | def detect_image(path, address, thresholds, verbose=False):
function main (line 74) | def main():
FILE: nudecrawler/scripts/detect_image_nudenet.py
function detect_nudity (line 20) | def detect_nudity(path, address, threshold):
function main (line 39) | def main():
FILE: nudecrawler/scripts/detect_server_nudenet.py
function ping (line 23) | def ping():
function detect (line 28) | def detect():
function get_args (line 48) | def get_args():
function main (line 58) | def main():
FILE: nudecrawler/scripts/nudecrawler.py
function analyse (line 110) | def analyse(url):
function save_stats (line 176) | def save_stats(force=False):
function check_word (line 196) | def check_word(word, day, fails,
function sanity_check (line 252) | def sanity_check(args):
function load_stats (line 255) | def load_stats(path):
function abort (line 266) | def abort(msg):
function main (line 270) | def main():
FILE: nudecrawler/scripts/nudecrawler_makeurls.py
function process_word (line 8) | def process_word(word, counter=0):
function get_args (line 28) | def get_args():
function main (line 40) | def main():
FILE: nudecrawler/tgru.py
class TgRuLanguagePack (line 3) | class TgRuLanguagePack(TranslitLanguagePack):
FILE: nudecrawler/unbuffered.py
class Unbuffered (line 2) | class Unbuffered(object):
method __init__ (line 3) | def __init__(self, stream):
method write (line 6) | def write(self, data):
method writelines (line 10) | def writelines(self, datas):
method __getattr__ (line 14) | def __getattr__(self, attr):
FILE: nudecrawler/verbose.py
function get_verbose (line 10) | def get_verbose():
function printv (line 13) | def printv(*args):
FILE: setup.py
function read (line 9) | def read(fname):
function get_version (line 12) | def get_version(path):
FILE: tests/test_nudecrawler.py
class TestBasic (line 10) | class TestBasic():
method test_empty (line 12) | def test_empty(self):
method test_belle (line 18) | def test_belle(self):
Condensed preview — 32 files, each showing path, character count, and a content snippet. Download the .json file or copy for the full structured content (398K chars).
[
{
"path": ".gitignore",
"chars": 81,
"preview": "build/\ndist/\nnudecrawler.egg-info/\n__pycache__/\n*.pyc\n.local/\npoetry.lock\n.venv\n\n"
},
{
"path": "CHANGELOG.md",
"chars": 1135,
"preview": "# 0.2.4 (2023-04-03)\n- Count number of new (not found in cache) total/nude/nonnude images\n- init stats keys if loaded fr"
},
{
"path": "README.md",
"chars": 15309,
"preview": "# nude crawler\n\nNude crawler crawls all pages on telegra.ph for today and N past days for specific words, checks number "
},
{
"path": "bin/refresh-nsfw-api.sh",
"chars": 217,
"preview": "#!/bin/bash\n\nIMAGE=ghcr.io/arnidan/nsfw-api:latest\nNAME=nsfw-api\n\necho stop current container....\nsudo docker stop $NAME"
},
{
"path": "build-docker.sh",
"chars": 874,
"preview": "#!/bin/bash\n\nMODE=${1:-dev}\n\n# sudo docker build --build-arg VERSION=0.3.10 -t yaroslaff/nudecrawler:0.3.10 -f docker/Do"
},
{
"path": "docker/DevDockerfile",
"chars": 590,
"preview": "FROM python:3.9-bullseye\nWORKDIR /\n# RUN apt update && apt install -y less lsof curl \n# RUN apt update && \\\n# apt -y "
},
{
"path": "docker/Dockerfile",
"chars": 648,
"preview": "FROM python:3.9-bullseye\nWORKDIR /\n# RUN apt update && apt install -y less lsof curl \n# RUN apt update && \\\n# apt -y "
},
{
"path": "nudecrawler/__init__.py",
"chars": 100,
"preview": "from .page import Page\nfrom .remoteimage import RemoteImage\nfrom .unbuffered import Unbuffered\n\n "
},
{
"path": "nudecrawler/cache.py",
"chars": 2295,
"preview": "import json\nimport os\nimport sys\nfrom .verbose import printv\n\nclass ImageCache(object):\n def __init__(self):\n "
},
{
"path": "nudecrawler/config.py",
"chars": 8313,
"preview": "import toml\nimport argparse\nimport os\nimport sys\nfrom dotenv import load_dotenv\nfrom .version import __version__\nfrom ri"
},
{
"path": "nudecrawler/exceptions.py",
"chars": 293,
"preview": "class NudeCrawlerException(Exception):\n pass\n\nclass BoringImage(NudeCrawlerException):\n \"\"\" Image is boring, no ne"
},
{
"path": "nudecrawler/localimage.py",
"chars": 588,
"preview": "from PIL import Image, UnidentifiedImageError\nfrom .exceptions import BoringImage, ProblemImage\n\ndef basic_check(path, m"
},
{
"path": "nudecrawler/nudenet.py",
"chars": 1542,
"preview": "from rich.pretty import pprint\nfrom nudenet import NudeDetector\nimport onnxruntime\nfrom PIL import Image, UnidentifiedIm"
},
{
"path": "nudecrawler/page.py",
"chars": 13057,
"preview": "\nfrom bs4 import BeautifulSoup\nimport urllib.request\nfrom urllib.parse import urljoin\nfrom .remoteimage import RemoteIma"
},
{
"path": "nudecrawler/remoteimage.py",
"chars": 2012,
"preview": "from rich.pretty import pprint\n\nimport os\nimport requests\nfrom urllib.parse import urlparse\nimport tempfile\nimport sys\ni"
},
{
"path": "nudecrawler/scripts/detect_image_aid.py",
"chars": 1458,
"preview": "#!/usr/bin/env python\n\n\"\"\"\n script to check via docker container \n https://github.com/open-dating/adult-image-dete"
},
{
"path": "nudecrawler/scripts/detect_image_nsfw_api.py",
"chars": 2497,
"preview": "#!/usr/bin/env python\n\n\"\"\"\n script to check via docker container \n https://github.com/arnidan/nsfw-api\n\n manual"
},
{
"path": "nudecrawler/scripts/detect_image_nudenet.py",
"chars": 1490,
"preview": "#!/usr/bin/env python\n\n\"\"\"\n script to check via NudeNet\n https://github.com/notAI-tech/NudeNet\n\"\"\"\n\nimport sys\nimp"
},
{
"path": "nudecrawler/scripts/detect_server_nudenet.py",
"chars": 2589,
"preview": "#!/usr/bin/env python3\n\nfrom flask import Flask, request\nfrom nudenet import NudeDetector\nimport os\nimport sys\nimport da"
},
{
"path": "nudecrawler/scripts/nudecrawler.py",
"chars": 12163,
"preview": "#!/usr/bin/env python\n\nimport argparse\nimport datetime\nimport json\nimport time\nimport sys\nimport os\nimport shlex\nimport "
},
{
"path": "nudecrawler/scripts/nudecrawler_makeurls.py",
"chars": 1487,
"preview": "#!/usr/bin/env python\n\nimport argparse\nimport datetime\nimport transliterate\nimport nudecrawler.tgru\n\ndef process_word(wo"
},
{
"path": "nudecrawler/tgru.py",
"chars": 881,
"preview": "from transliterate.base import TranslitLanguagePack, registry\n\nclass TgRuLanguagePack(TranslitLanguagePack):\n languag"
},
{
"path": "nudecrawler/unbuffered.py",
"chars": 352,
"preview": "\nclass Unbuffered(object):\n def __init__(self, stream):\n self.stream = stream\n\n def write(self, data):\n "
},
{
"path": "nudecrawler/verbose.py",
"chars": 422,
"preview": "import inspect\nimport os\nimport requests\nimport json\nimport base64\n\nverbose = False\n# send_bugreports = False\n\ndef get_v"
},
{
"path": "nudecrawler/version.py",
"chars": 20,
"preview": "__version__=\"0.3.28\""
},
{
"path": "nudecrawler.toml",
"chars": 1161,
"preview": "#\n# nudecrawler config\n# \n\nverbose=false\nunbuffered=false\n\n[depth]\ndays = 5\nfails = 5\n\n[filter]\nall = false\nexpr = '(tot"
},
{
"path": "pyproject.toml",
"chars": 2037,
"preview": "[build-system]\nrequires = [\"hatchling\", \"wheel\"]\nbuild-backend = \"hatchling.build\"\n\n[tool.hatch.version]\npath = 'nudecra"
},
{
"path": "requirements.txt",
"chars": 238,
"preview": "wheel\ncpython\nbeautifulsoup4 == 4.12.0\ntransliterate == 1.10.2\npillow == 9.4.0\nrequests == 2.28.2\nnudepy == 0.5.1\nevalid"
},
{
"path": "setup.py",
"chars": 1688,
"preview": "#!/usr/bin/env python3\n\nfrom setuptools import setup\nimport os\nimport sys\n\nfrom importlib.machinery import SourceFileLoa"
},
{
"path": "tests/test_nudecrawler.py",
"chars": 637,
"preview": "from nudecrawler.page import Page\nimport nudecrawler.verbose \n\nempty = 'https://telegra.ph/empty-04-03'\nbelle_delphine ="
},
{
"path": "urls.txt",
"chars": 280939,
"preview": "https://telegra.ph/\nhttps://telegra.ph/a\nhttps://telegra.ph/ab\nhttps://telegra.ph/aba\nhttps://telegra.ph/abakan\nhttps://"
},
{
"path": "wordlist.txt",
"chars": 22224,
"preview": "a\nabandon\nability\nable\nabortion\nabout\nabove\nabroad\nabsence\nabsolute\nabsolutely\nabsorb\nabuse\nacademic\naccept\naccess\naccid"
}
]
About this extraction
This page contains the full source code of the yaroslaff/nudecrawler GitHub repository, extracted and formatted as plain text for AI agents and large language models (LLMs). The extraction includes 32 files (370.4 KB), approximately 123.4k tokens, and a symbol index with 76 extracted functions, classes, methods, constants, and types. Use this with OpenClaw, Claude, ChatGPT, Cursor, Windsurf, or any other AI tool that accepts text input. You can copy the full output to your clipboard or download it as a .txt file.
Extracted by GitExtract — free GitHub repo to text converter for AI. Built by Nikandr Surkov.