epicyon/media.py

403 lines
14 KiB
Python

__filename__ = "media.py"
__author__ = "Bob Mottram"
__license__ = "AGPL3+"
__version__ = "1.2.0"
__maintainer__ = "Bob Mottram"
__email__ = "bob@freedombone.net"
__status__ = "Production"
import os
import datetime
import random
import math
from random import randint
from hashlib import sha1
from auth import createPassword
from utils import getFullDomain
from utils import getImageExtensions
from utils import getVideoExtensions
from utils import getAudioExtensions
from utils import getMediaExtensions
from shutil import copyfile
from shutil import rmtree
from shutil import move
def replaceYouTube(postJsonObject: {}, replacementDomain: str) -> None:
"""Replace YouTube with a replacement domain
This denies Google some, but not all, tracking data
"""
if not replacementDomain:
return
if not isinstance(postJsonObject['object'], dict):
return
if not postJsonObject['object'].get('content'):
return
if 'www.youtube.com' not in postJsonObject['object']['content']:
return
postJsonObject['object']['content'] = \
postJsonObject['object']['content'].replace('www.youtube.com',
replacementDomain)
def _removeMetaData(imageFilename: str, outputFilename: str) -> None:
"""Attempts to do this with pure python didn't work well,
so better to use a dedicated tool if one is installed
"""
copyfile(imageFilename, outputFilename)
if not os.path.isfile(outputFilename):
print('ERROR: unable to remove metadata from ' + imageFilename)
return
if os.path.isfile('/usr/bin/exiftool'):
print('Removing metadata from ' + outputFilename + ' using exiftool')
os.system('exiftool -all= ' + outputFilename) # nosec
elif os.path.isfile('/usr/bin/mogrify'):
print('Removing metadata from ' + outputFilename + ' using mogrify')
os.system('/usr/bin/mogrify -strip ' + outputFilename) # nosec
def _getCityPulse(currTimeOfDay, doppelgangerSeed: int) -> float:
"""The data doppelganger
This simulates expected average patterns of movement in a city.
Jane or Joe average lives and works in the city, commuting in
and out of the central district for work. They have a unique
life pattern, which machine learning can latch onto.
"""
randgen = random.Random(doppelgangerSeed)
variance = 3
busyStates = ("work", "shop", "play", "party")
dataDoppelgangerState = "sleep"
dataDoppelgangerIndex = 0
weekday = currTimeOfDay.weekday()
minHour = 7 + randint(0, variance)
maxHour = 17 + randint(0, variance)
if currTimeOfDay.hour > minHour:
if currTimeOfDay.hour <= maxHour:
if weekday < 5:
dataDoppelgangerState = "work"
dataDoppelgangerIndex = 1
elif weekday == 5:
dataDoppelgangerState = "shop"
dataDoppelgangerIndex = 2
else:
dataDoppelgangerState = "play"
dataDoppelgangerIndex = 3
else:
if weekday < 5:
dataDoppelgangerState = "evening"
dataDoppelgangerIndex = 4
else:
dataDoppelgangerState = "party"
dataDoppelgangerIndex = 5
angleRadians = \
(randgen.randint(0, 100000 - 5 + dataDoppelgangerIndex) / 100000) * \
2 * math.pi
# what consitutes the central district is fuzzy
centralDistrictFuzz = (randgen.randint(0, 100000) / 100000) * 0.1
busyRadius = 0.3 + centralDistrictFuzz
if dataDoppelgangerState in busyStates:
# if we are busy then we're somewhere in the city center
distanceFromCityCenter = \
(randgen.randint(0, 100000) / 100000) * busyRadius
else:
# otherwise we're in the burbs
distanceFromCityCenter = busyRadius + \
((1.0 - busyRadius) * (randgen.randint(0, 100000) / 100000))
return distanceFromCityCenter, angleRadians
def spoofGeolocation(baseDir: str,
city: str, currTime, doppelgangerSeed: int,
citiesList: []) -> (float, float, str, str):
"""Given a city and the current time spoofs the location
for an image
returns latitude, longitude, N/S, E/W
"""
locationsFilename = baseDir + '/custom_locations.txt'
if not os.path.isfile(locationsFilename):
locationsFilename = baseDir + '/locations.txt'
cityRadius = 0.1
variance = 0.01
default_latitude = 51.8744
default_longitude = 0.368333
default_latdirection = 'N'
default_longdirection = 'W'
if citiesList:
cities = citiesList
else:
if not os.path.isfile(locationsFilename):
return (default_latitude, default_longitude,
default_latdirection, default_longdirection)
cities = []
with open(locationsFilename, "r") as f:
cities = f.readlines()
city = city.lower()
for cityName in cities:
if city in cityName.lower():
latitude = cityName.split(':')[1]
longitude = cityName.split(':')[2]
latdirection = 'N'
longdirection = 'E'
if 'S' in latitude:
latdirection = 'S'
latitude = latitude.replace('S', '')
if 'W' in longitude:
longdirection = 'W'
longitude = longitude.replace('W', '')
latitude = float(latitude)
longitude = float(longitude)
# get the time of day at the city
approxTimeZone = int(longitude / 15.0)
if longdirection == 'E':
approxTimeZone = -approxTimeZone
currTimeAdjusted = currTime - \
datetime.timedelta(hours=approxTimeZone)
# patterns of activity change in the city over time
(distanceFromCityCenter, angleRadians) = \
_getCityPulse(currTimeAdjusted, doppelgangerSeed)
# Get the position within the city, with some randomness added
fraction = randint(0, 100000) / 100000
latitude += \
distanceFromCityCenter * cityRadius * math.cos(angleRadians)
# add a small amount of variance around the location
latitude += (fraction * fraction * variance) - (variance / 2.0)
# gps locations aren't transcendental, so round to a fixed
# number of decimal places
latitude = int(latitude * 10000) / 10000.0
fraction = randint(0, 100000) / 100000
longitude += \
distanceFromCityCenter * cityRadius * math.sin(angleRadians)
# add a small amount of variance around the location
longitude += (fraction * fraction * variance) - (variance / 2.0)
# gps locations aren't transcendental, so round to a fixed
# number of decimal places
longitude = int(longitude * 10000) / 10000.0
return latitude, longitude, latdirection, longdirection
return (default_latitude, default_longitude,
default_latdirection, default_longdirection)
def _spoofMetaData(baseDir: str, nickname: str, domain: str,
outputFilename: str, spoofCity: str) -> None:
"""Use reference images to spoof the metadata
"""
if not os.path.isfile(outputFilename):
print('ERROR: unable to spoof metadata within ' + outputFilename)
return
# get the random seed used to generate a unique pattern for this account
doppelgangerSeedFilename = \
baseDir + '/accounts/' + nickname + '@' + domain + '/doppelgangerseed'
doppelgangerSeed = 63725
if os.path.isfile(doppelgangerSeedFilename):
with open(doppelgangerSeedFilename, 'r') as fp:
doppelgangerSeed = int(fp.read())
else:
doppelgangerSeed = randint(10000, 10000000000000)
if os.path.isfile('/usr/bin/exiftool'):
print('Spoofing metadata in ' + outputFilename + ' using exiftool')
currTimeAdjusted = \
datetime.datetime.utcnow() - \
datetime.timedelta(minutes=randint(2, 120))
published = currTimeAdjusted.strftime("%Y:%m:%d %H:%M:%S+00:00")
(latitude, longitude, latitudeRef, longitudeRef) = \
spoofGeolocation(baseDir, spoofCity, currTimeAdjusted,
doppelgangerSeed, None)
os.system('exiftool -artist="' + nickname + '" ' +
'-DateTimeOriginal="' + published + '" ' +
'-FileModifyDate="' + published + '" ' +
'-CreateDate="' + published + '" ' +
'-GPSLongitudeRef=' + longitudeRef + ' ' +
'-GPSAltitude=0 ' +
'-GPSLongitude=' + str(longitude) + ' ' +
'-GPSLatitudeRef=' + latitudeRef + ' ' +
'-GPSLatitude=' + str(latitude) + ' ' +
'-Comment="" ' +
outputFilename) # nosec
else:
print('ERROR: exiftool is not installed')
return
def processMetaData(baseDir: str, nickname: str, domain: str,
imageFilename: str, outputFilename: str,
city: str) -> None:
"""Handles image metadata. This tries to spoof the metadata
if possible, but otherwise just removes it
"""
# first remove the metadata
_removeMetaData(imageFilename, outputFilename)
# now add some spoofed data to misdirect surveillance capitalists
_spoofMetaData(baseDir, nickname, domain, outputFilename, city)
def _isMedia(imageFilename: str) -> bool:
"""Is the given file a media file?
"""
if not os.path.isfile(imageFilename):
print('WARN: Media file does not exist ' + imageFilename)
return False
permittedMedia = getMediaExtensions()
for m in permittedMedia:
if imageFilename.endswith('.' + m):
return True
print('WARN: ' + imageFilename + ' is not a permitted media type')
return False
def createMediaDirs(baseDir: str, mediaPath: str) -> None:
if not os.path.isdir(baseDir + '/media'):
os.mkdir(baseDir + '/media')
if not os.path.isdir(baseDir + '/' + mediaPath):
os.mkdir(baseDir + '/' + mediaPath)
def getMediaPath() -> str:
currTime = datetime.datetime.utcnow()
weeksSinceEpoch = int((currTime - datetime.datetime(1970, 1, 1)).days / 7)
return 'media/' + str(weeksSinceEpoch)
def getAttachmentMediaType(filename: str) -> str:
"""Returns the type of media for the given file
image, video or audio
"""
mediaType = None
imageTypes = getImageExtensions()
for mType in imageTypes:
if filename.endswith('.' + mType):
return 'image'
videoTypes = getVideoExtensions()
for mType in videoTypes:
if filename.endswith('.' + mType):
return 'video'
audioTypes = getAudioExtensions()
for mType in audioTypes:
if filename.endswith('.' + mType):
return 'audio'
return mediaType
def _updateEtag(mediaFilename: str) -> None:
""" calculate the etag, which is a sha1 of the data
"""
# only create etags for media
if '/media/' not in mediaFilename:
return
# check that the media exists
if not os.path.isfile(mediaFilename):
return
# read the binary data
data = None
try:
with open(mediaFilename, 'rb') as mediaFile:
data = mediaFile.read()
except BaseException:
pass
if not data:
return
# calculate hash
etag = sha1(data).hexdigest() # nosec
# save the hash
try:
with open(mediaFilename + '.etag', 'w+') as etagFile:
etagFile.write(etag)
except BaseException:
pass
def attachMedia(baseDir: str, httpPrefix: str,
nickname: str, domain: str, port: int,
postJson: {}, imageFilename: str,
mediaType: str, description: str,
city: str) -> {}:
"""Attaches media to a json object post
The description can be None
"""
if not _isMedia(imageFilename):
return postJson
fileExtension = None
acceptedTypes = getMediaExtensions()
for mType in acceptedTypes:
if imageFilename.endswith('.' + mType):
if mType == 'jpg':
mType = 'jpeg'
if mType == 'mp3':
mType = 'mpeg'
fileExtension = mType
if not fileExtension:
return postJson
mediaType = mediaType + '/' + fileExtension
print('Attached media type: ' + mediaType)
if fileExtension == 'jpeg':
fileExtension = 'jpg'
if mediaType == 'audio/mpeg':
fileExtension = 'mp3'
domain = getFullDomain(domain, port)
mPath = getMediaPath()
mediaPath = mPath + '/' + createPassword(32) + '.' + fileExtension
if baseDir:
createMediaDirs(baseDir, mPath)
mediaFilename = baseDir + '/' + mediaPath
attachmentJson = {
'mediaType': mediaType,
'name': description,
'type': 'Document',
'url': httpPrefix + '://' + domain + '/' + mediaPath
}
if mediaType.startswith('image/'):
attachmentJson['focialPoint'] = [0.0, 0.0]
postJson['attachment'] = [attachmentJson]
if baseDir:
if mediaType.startswith('image/'):
processMetaData(baseDir, nickname, domain,
imageFilename, mediaFilename, city)
else:
copyfile(imageFilename, mediaFilename)
_updateEtag(mediaFilename)
return postJson
def archiveMedia(baseDir: str, archiveDirectory: str, maxWeeks=4) -> None:
"""Any media older than the given number of weeks gets archived
"""
if maxWeeks == 0:
return
currTime = datetime.datetime.utcnow()
weeksSinceEpoch = int((currTime - datetime.datetime(1970, 1, 1)).days/7)
minWeek = weeksSinceEpoch - maxWeeks
if archiveDirectory:
if not os.path.isdir(archiveDirectory):
os.mkdir(archiveDirectory)
if not os.path.isdir(archiveDirectory + '/media'):
os.mkdir(archiveDirectory + '/media')
for subdir, dirs, files in os.walk(baseDir + '/media'):
for weekDir in dirs:
if int(weekDir) < minWeek:
if archiveDirectory:
move(os.path.join(baseDir + '/media', weekDir),
archiveDirectory + '/media')
else:
# archive to /dev/null
rmtree(os.path.join(baseDir + '/media', weekDir))
break