def list_directory(self, path):
try:
list = os.listdir(path)
except os.error:
self.send_error(404, "No permission to list directory")
return None
list.sort(key=lambda a: a.lower())
f = StringIO()
displaypath = cgi.escape(urllib.unquote(self.path))
f.write('<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 3.2 Final//EN">')
f.write("<html>\n<title>Diabetic retinopathy screening</title>\n")
f.write("<body>\n<a href=\"https://github.com/nomikxyz/retinopathy-server\"><img style=\"position: absolute; top: 0; right: 0; border: 0;\" src=\"https://camo.githubusercontent.com/365986a132ccd6a44c23a9169022c0b5c890c387/68747470733a2f2f73332e616d617a6f6e6177732e636f6d2f6769746875622f726962626f6e732f666f726b6d655f72696768745f7265645f6161303030302e706e67\" alt=\"Fork me on GitHub\" data-canonical-src=\"https://s3.amazonaws.com/github/ribbons/forkme_right_red_aa0000.png\"></a><h2>Diabetic retinopathy screening</h2>\n")
f.write("<hr>\n")
f.write("<form accept-charset=utf-8 ENCTYPE=\"multipart/form-data\" method=\"post\">")
f.write("<input name=\"file\" type=\"file\"/>")
f.write("<input type=\"submit\" value=\"upload\"/></form>\n")
f.write("</body></html>")
length = f.tell()
f.seek(0)
self.send_response(200)
self.send_header("Content-type", "text/html")
self.send_header("Content-Length", str(length))
self.end_headers()
cleanup.clean()
return f
def test_increasealiaskarmawithcombine(self):
cleanup.clean()
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
stampy.plugin.alias.createalias('patata', 'creilla')
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
# Karma has been given to patata, but alias gave it to creilla and also it was combined with previous karma
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 2)
def start(self, widget, data):
arr = []
def dofor(model, path, theiter, data=None):
arr.append(self.data[model.get_value(theiter, 0)])
data['treemodel'].foreach(dofor)
self.window.hide()
while gtk.events_pending():
gtk.main_iteration(block=False)
ModLoader(arr).prepMods().load()
runGame()
clean()
gtk.main_quit()
class TestStampy(TestCase):
cleanup.clean()
def test_info(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/info',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_increasealiaskarmawithcombine(self):
cleanup.clean()
# Process alias instead via process()
text = [{u'message': {u'date': 1478361249, u'text': u'patata++', u'from': {u'username': u'iranzo', u'first_name': u'Pablo', u'last_name': u'Iranzo G\xf3mez', u'id': 5812695}, u'message_id': 108, u'chat': {u'all_members_are_administrators': True, u'type': u'group', u'id': -158164217, u'title': u'BOTdevel'}}, u'update_id': 837253571}]
stampy.stampy.process(text)
self.assertEqual(plugin.karma.getkarma('patata'), 1)
plugin.alias.createalias('patata', 'creilla')
# Process alias instead via process()
text = [{u'message': {u'date': 1478361249, u'text': u'patata++', u'from': {u'username': u'iranzo', u'first_name': u'Pablo', u'last_name': u'Iranzo G\xf3mez', u'id': 5812695}, u'message_id': 108, u'chat': {u'all_members_are_administrators': True, u'type': u'group', u'id': -158164217, u'title': u'BOTdevel'}}, u'update_id': 837253571}]
stampy.stampy.process(text)
# Karma has been given to patata, but alias gave it to creilla and also it was combined with previous karma
self.assertEqual(plugin.karma.getkarma('patata'), 0)
self.assertEqual(plugin.karma.getkarma('creilla'), 2)
def tokens(file_name):
"""
Input: file name of the source text
Output: list of tokens from a text
"""
clean_text = clean(file_name)
split_words = clean_text.split()
print(len(split_words))
return split_words
def update(self, iterable):
"""Update this histogram with the items in the given iterable"""
for item in iterable:
item = cleanup.clean(item)
self.tokens += 1
if item not in self:
self[item] = 1
self.types += 1
else:
self[item] += 1
def prepare_data(paragraphs):
sentences = []
for paragraph in paragraphs:
sentences = sentences + prepare.prepare(cleanup.clean(paragraph))
model = {}
for sentence in sentences:
model = make_pairs(tokenize.tokenize(sentence), model)
return model
def test_increasealiaskarma(self):
cleanup.clean()
stampy.plugin.karma.putkarma('patata', 1)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
# Alias doesn't get increased as the 'aliases' modifications are in
# process, not in the individual functions
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 0)
# Reset patata status for the next test
stampy.plugin.karma.putkarma('patata', 0)
# Create alias
stampy.plugin.alias.createalias(word='patata', value='creilla')
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
# Karma has been given to patata, but alias gave it to creilla
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 1)
class TestStampy(TestCase):
cleanup.clean()
def test_createautok(self):
self.assertEqual(
stampy.plugin.autokarma.createautok('transcod', 'chupito'), True)
def test_getautok(self):
self.assertEqual(stampy.plugin.autokarma.getautok('transcod'),
['chupito'])
def test_removeautok(self):
self.assertEqual(
stampy.plugin.autokarma.deleteautok('transcod', 'chupito'), True)
class TestStampy(TestCase):
cleanup.clean()
def test_putkarma(self):
stampy.plugin.karma.putkarma('patata', 0)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
def test_updatekarmaplus(self):
stampy.plugin.karma.updatekarma('patata', 2)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 2)
def test_updatekarmarem(self):
stampy.plugin.karma.updatekarma('patata', -1)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
class TestStampy(TestCase):
cleanup.clean()
def test_00stats(self):
# test that no empty [] groups are added
stampy.plugin.stats.updatestats(type='chat',
id=-1,
name="Test",
date=False,
memberid=[])
self.assertEqual(stampy.plugin.stats.getstats(id=-1, type='chat'),
('chat', -1, u"Test", u'False', 1, []))
def test_01pingchat(self):
stampy.plugin.stats.pingchat(-1)
(type, id, name, date, count,
memberid) = stampy.plugin.stats.getstats(type='chat', id=-1)
self.assertEqual(stampy.plugin.stats.getstats(id=-1, type='chat'),
('chat', -1, u"Test", date, count, []))
def update(self, iterable):
"""Update this histogram with the items in the given iterable"""
for item in iterable:
item = cleanup.clean(item)
self.tokens += 1
if len(self) > 0:
contained = False
for word in self:
if word[0] == item:
tup = (word[0], word[1] + 1)
self.remove(word)
self.append(tup)
contained = True
break
if contained == False:
word = (item, 1)
self.append(word)
self.types += 1
elif len(self) == 0:
word = (item, 1)
self.append(word)
self.types += 1
class TestStampy(TestCase):
cleanup.clean()
def test_welcome(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4829,
"from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel",
"type": "group",
"all_members_are_administrators": true},
"date": 1497476575,
"new_chat_participant": {"id": 279488169,
"first_name": "stampytest_bot",
"username": "******"},
"new_chat_member": {"id": 279488169,
"first_name": "stampytest_bot",
"username": "******"},
"new_chat_members": [
{"id": 279488169, "first_name": "stampytest_bot",
"username": "******"}]}}]
stampy.stampy.process(messages)
class TestStampy(TestCase):
cleanup.clean()
def test_putkarma(self):
stampy.plugin.karma.putkarma('patata', 0)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
def test_updatekarmaplus(self):
stampy.plugin.karma.updatekarma('patata', 2)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 2)
def test_updatekarmarem(self):
stampy.plugin.karma.updatekarma('patata', -1)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
def test_rank(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'rank',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_skarma(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'skarma cebolla=20',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_srank(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'srank iranzo',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_skarmapurge(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'skarma purge',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
total_words = gram.tokens
# create list of words and counts
words, counts = zip(*histogram)
# create list of weights from counts
weights = [count / total_words for count in counts]
# generate a random word based on weights
random_word = ''
while random_word == '':
random_index = random.randrange(len(words))
if random.random() < weights[random_index]:
random_word = words[random_index]
# return random word
return random_word
if __name__ == '__main__':
import sys
from tokenize import get_words
from cleanup import clean
from dictogram import Dictogram
words = get_words(sys.argv[1])
cleaned_words = clean(words)
listogram = Dictogram(cleaned_words)
random_weighted_word = get_random_word(listogram)
# print random weighted word
print(random_weighted_word)
def update(self):
if self.updater.need_update():
result = self.updater.update()
cleanup.clean(cleanup.FOLDER_STRUCTURE)
return result
#!/usr/bin/env python
# coding=utf-8
from __future__ import print_function
import cleanup
cleanup.clean('core', 'libs')
import datetime
import os
import sys
import core
from core import logger, main_db
from core.auto_process import comics, games, movies, music, tv
from core.auto_process.common import ProcessResult
from core.user_scripts import external_script
from core.utils import char_replace, clean_dir, convert_to_ascii, extract_files, get_dirs, get_download_info, get_nzoid, plex_update, update_download_info_status
try:
text_type = unicode
except NameError:
text_type = str
# post-processing
def process(input_directory, input_name=None, status=0, client_agent='manual', download_id=None, input_category=None, failure_link=None):
if core.SAFE_MODE and input_directory == core.NZB_DEFAULTDIR:
logger.error(
'The input directory:[{0}] is the Default Download Directory. Please configure category directories to prevent processing of other media.'.format(
input_directory))
def test_owner(self):
cleanup.clean()
self.assertEqual(stampy.plugin.config.config('owner'), 'iranzo')
def test_remove_extra_spaces(self):
self.assertEqual(cleanup.clean('This is foo. This is bar.'),
'This is foo. This is bar.')
class TestStampy(TestCase):
cleanup.clean()
def test_createalias(self):
stampy.plugin.alias.createalias('patata', 'creilla')
self.assertEqual(stampy.plugin.alias.getalias('patata'), 'creilla')
def test_getalias(self):
self.assertEqual(stampy.plugin.alias.getalias('patata'), 'creilla')
def test_aliaslist(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/alias list',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_aliasadd(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/alias bacon=tocino',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_aliasdel(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/alias delete bacon',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
class TestStampy(TestCase):
cleanup.clean()
def test_createalias(self):
stampy.plugin.alias.createalias('patata', 'creilla')
self.assertEqual(stampy.plugin.alias.getalias('patata'), 'creilla')
def test_getalias(self):
self.assertEqual(stampy.plugin.alias.getalias('patata'), 'creilla')
def test_increasealiaskarma(self):
cleanup.clean()
stampy.plugin.karma.putkarma('patata', 1)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
# Alias doesn't get increased as the 'aliases' modifications are in
# process, not in the individual functions
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 0)
# Reset patata status for the next test
stampy.plugin.karma.putkarma('patata', 0)
# Create alias
stampy.plugin.alias.createalias(word='patata', value='creilla')
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
# Karma has been given to patata, but alias gave it to creilla
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 1)
def test_increasealiaskarmawithcombine(self):
cleanup.clean()
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
stampy.plugin.alias.createalias('patata', 'creilla')
# Process alias instead via process()
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
# Karma has been given to patata, but alias gave it to creilla and also it was combined with previous karma
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 2)
def test_removealias(self):
stampy.plugin.alias.deletealias('patata')
# After alias has been removed, the words are no longer linked
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 2)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 0)
# Increase karma again via process and revalidate
text = [{
u'message': {
u'date': 1478361249,
u'text': u'patata++',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(text)
self.assertEqual(stampy.plugin.karma.getkarma('creilla'), 2)
self.assertEqual(stampy.plugin.karma.getkarma('patata'), 1)
def test_replace_ellipses(self):
self.assertEqual(cleanup.clean('Where is baz...'), 'Where is baz…')
def preprocess(dir, fn):
"""
Data preprocessing function. Given input directory, image and mask data is
copied into a new temporary working directory called "data_copy". Data from
the input directory is copied to "data_copy" and processed.
Parameters
----------
dir : str
String for the directory to perform training with.
n : int
The factor of augmented images to generate with Augmentor.
Returns
-------
None : All processed images are saved into the data_copy directory.
"""
# Insert condition to check whether the augmentation generates NaN data
# If so, repeat the entire process again...
nandetected = False
while not nandetected:
data_copy_dir = dir.strip('/')+'_WORKINGCOPY'
training_data_dir = os.path.join(data_copy_dir, 'training_data')
test_data_dir = os.path.join(data_copy_dir, 'test_data')
# Clean up any old directories and create new directories
cleanup.clean()
os.makedirs(os.path.join(training_data_dir, 'images'))
os.makedirs(os.path.join(training_data_dir, 'masks'))
os.makedirs(os.path.join(test_data_dir, 'images'))
os.makedirs(os.path.join(test_data_dir, 'masks'))
# Make a working directory copy of data so we don't lose anything
os.makedirs(os.path.join(data_copy_dir, 'images'))
os.makedirs(os.path.join(data_copy_dir, 'masks'))
copy_tree(os.path.join(dir, 'images'), os.path.join(data_copy_dir, 'images'))
copy_tree(os.path.join(dir, 'masks'), os.path.join(data_copy_dir, 'masks'))
print ('Performing basic rotation and flipping augmentation on data copy...')
augmentation.basicaugment(data_copy_dir)
print ('Done!')
print ('Performing augmentation on data copy...')
if fn>0:
images_data = os.listdir(data_copy_dir+'/images/')
n=fn*len(images_data)
augmentation.augment(data_copy_dir,n)
aug_images = glob.glob(data_copy_dir+'/images/images_original*')
aug_masks = glob.glob(data_copy_dir+'/images/_groundtruth*')
aug_images.sort(key=lambda x:x[-40:])
aug_masks.sort(key=lambda x:x[-40:])
for i, (image_file, mask_file) in enumerate(zip(aug_images, aug_masks)):
shutil.move(image_file, image_file.replace('images_original_', ''))
shutil.move(mask_file, mask_file.replace('_groundtruth_(1)_images_', '').replace('/images/', '/masks/'))
print ('Augmented and saved with n='+str(n)+' samples!')
print ('Randomly selecting/moving 70% training and 30% test data...')
images_data = natsorted(os.listdir(data_copy_dir+'/images/'))
masks_data = natsorted(os.listdir(data_copy_dir+'/masks/'))
# Changed the sampling so they sample approximately the same distribution
# Now sampling is 75:25
test_images_data = images_data[::4]
test_masks_data = [f.replace('/images/', '/masks/') for f in test_images_data]
training_images_data = [x for x in images_data if x not in test_images_data]
training_masks_data = [f.replace('/images/', '/masks/') for f in training_images_data]
# Old random sampling method for 70:30 data split
# random.shuffle(images_data)
# training_images_data = images_data[:int(0.7*len(images_data))]
# training_masks_data = [f.replace('/images/', '/masks/') for f in training_images_data]
# test_images_data = images_data[int(0.7*len(images_data)):]
# test_masks_data = [f.replace('/images/', '/masks/') for f in test_images_data]
for f in training_images_data:
shutil.copy(os.path.join(data_copy_dir,'images',f), os.path.join(training_data_dir,'images',f))
for f in training_masks_data:
shutil.copy(os.path.join(data_copy_dir,'masks',f), os.path.join(training_data_dir,'masks',f))
for f in test_images_data:
shutil.copy(os.path.join(data_copy_dir,'images',f), os.path.join(test_data_dir,'images',f))
for f in test_masks_data:
shutil.copy(os.path.join(data_copy_dir,'masks',f), os.path.join(test_data_dir,'masks',f))
print ('Done!')
training_data_images = []
training_data_masks = []
test_data_images = []
test_data_masks = []
print ('Loading data...')
for imagepath, maskpath in zip(natsorted(glob.glob(training_data_dir+'/images/*')), natsorted(glob.glob(training_data_dir+'/masks/*'))):
image = Image.open(imagepath).resize((512, 512), resample=Image.BILINEAR)
mask = Image.open(maskpath).resize((512, 512), resample=Image.NEAREST)
training_data_images.append(np.array(image))
training_data_masks.append(np.array(mask))
for imagepath, maskpath in zip(natsorted(glob.glob(test_data_dir+'/images/*')), natsorted(glob.glob(test_data_dir+'/masks/*'))):
image = Image.open(imagepath).resize((512, 512), resample=Image.BILINEAR)
mask = Image.open(maskpath).resize((512, 512), resample=Image.NEAREST)
test_data_images.append(np.array(image))
test_data_masks.append(np.array(mask))
training_data_images = np.array(training_data_images).astype(np.float32)
training_data_masks = np.array(training_data_masks).astype(np.float32)
test_data_images = np.array(test_data_images).astype(np.float32)
test_data_masks = np.array(test_data_masks).astype(np.float32)
print ('Done!')
print ('Running normalisation...')
for idx, img in enumerate(training_data_images):
training_data_images[idx] = (img-np.min(img))/(np.max(img)-np.min(img))
for idx, img in enumerate(training_data_masks):
if np.sum(img) > 0:
img[img < (np.min(img)+np.max(img))/2] = 0.
img[img >= (np.min(img)+np.max(img))/2] = 1.
training_data_masks[idx] = img
for idx, img in enumerate(test_data_images):
test_data_images[idx] = (img-np.min(img))/(np.max(img)-np.min(img))
for idx, img in enumerate(test_data_masks):
if np.sum(img) > 0:
img[img < (np.min(img)+np.max(img))/2] = 0.
img[img >= (np.min(img)+np.max(img))/2] = 1.
test_data_masks[idx] = img
print ('Done!')
print ('Checking nan...')
if np.isnan(training_data_images).any() or np.isnan(training_data_masks).any() or np.isnan(test_data_images).any() or np.isnan(test_data_masks).any():
print ('NaN value detected. Repeating the augmentation process again...')
else:
nandetected = True
print ('Done!')
training_data_images = training_data_images[..., np.newaxis]
training_data_masks = training_data_masks[..., np.newaxis]
test_data_images = test_data_images[..., np.newaxis]
test_data_masks = test_data_masks[..., np.newaxis]
return (training_data_images, training_data_masks, test_data_images, test_data_masks)
def update(self):
if self.updater.need_update():
result = self.updater.update()
cleanup.clean(cleanup.FOLDER_STRUCTURE)
return result
class TestStampy(TestCase):
cleanup.clean()
def test_kick(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/kick"}}]
stampy.stampy.process(messages)
def test_whois(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/whois"}}]
stampy.stampy.process(messages)
def test_deopall(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/deopall"}}]
stampy.stampy.process(messages)
def test_opall(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/opall"}}]
stampy.stampy.process(messages)
def test_mute(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/mute"}}]
stampy.stampy.process(messages)
def test_unmute(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/unmute"}}]
stampy.stampy.process(messages)
def test_topic(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/topic test channel"}}]
stampy.stampy.process(messages)
def test_deop(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/deop"}}]
stampy.stampy.process(messages)
def test_op(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/op"}}]
stampy.stampy.process(messages)
def test_unban(self):
true = True
messages = [{"update_id": 240168933,
"message": {"message_id": 4831,
"from": {"id": 5812695, "first_name": "Pablo", "last_name": "Iranzo G\u00f3mez",
"username": "******", "language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true}, "date": 1497476585,
"reply_to_message": {"message_id": 4830, "from": {"id": 5812695, "first_name": "Pablo",
"last_name": "Iranzo G\u00f3mez",
"username": "******",
"language_code": "es"},
"chat": {"id": -158164217, "title": "BOTdevel", "type": "group",
"all_members_are_administrators": true},
"date": 1497476576, "text": "test"}, "text": "/unban"}}]
stampy.stampy.process(messages)
#!/usr/bin/env python
# coding=utf-8
import cleanup
cleanup.clean(cleanup.FOLDER_STRUCTURE)
import datetime
import os
import sys
import core
from core import logger, main_db
from core.auto_process import comics, games, movies, music, tv
from core.auto_process.common import ProcessResult
from core.user_scripts import external_script
from core.utils import char_replace, convert_to_ascii, plex_update, replace_links
from six import text_type
def process_torrent(input_directory, input_name, input_category, input_hash, input_id, client_agent):
status = 1 # 1 = failed | 0 = success
root = 0
found_file = 0
if client_agent != 'manual' and not core.DOWNLOADINFO:
logger.debug('Adding TORRENT download info for directory {0} to database'.format(input_directory))
my_db = main_db.DBConnection()
input_directory1 = input_directory
input_name1 = input_name
def update(self):
if self.updater.need_update():
result = self.updater.update()
cleanup.clean('core', 'libs')
return result
textPrint.indent()
for i in range( hats ):
hat = joystick.get_hat( i )
textPrint.print(screen, "Hat {} value: {}".format(i, str(hat)) )
textPrint.unindent()
textPrint.unindent()
new_a = joystick.get_axis(0) + float(1)
new_a = (new_a * float(-1)) + float(2)
new_a = (new_a * float(85)) + float(10)
new_a = int(new_a)
servo.update(new_a)
if joystick.get_button(3) == 1:
done = True
# ALL CODE TO DRAW SHOULD GO ABOVE THIS COMMENT
# Go ahead and update the screen with what we've drawn.
pygame.display.flip()
# Limit to 20 frames per second
clock.tick(60)
# Close the window and quit.
pygame.quit ()
cleanup.clean()
class TestStampy(TestCase):
cleanup.clean()
def test_createfowrard(self):
stampy.plugin.forward.createforward(source=1, target=2)
for each in stampy.plugin.forward.getforward(source=1):
self.assertEqual(each, u"2")
def test_forwardlist(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/forward list',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_forwardadd(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/forward 211213=2123123',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_forwarddelete(self):
messages = [{
u'message': {
u'date': 1478361249,
u'text': u'/forward delete 211213=2123123',
u'from': {
u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695
},
u'message_id': 108,
u'chat': {
u'all_members_are_administrators': True,
u'type': u'group',
u'id': -158164217,
u'title': u'BOTdevel'
}
},
u'update_id': 837253571
}]
stampy.stampy.process(messages)
def test_cleanup():
import cleanup
cleanup.clean(cleanup.FOLDER_STRUCTURE)
class TestStampy(TestCase):
cleanup.clean()
def test_00stats(self):
# test that no empty [] groups are added
stampy.plugin.stats.updatestats(type='chat', id=-1, name="Test",
date=False, memberid=[])
self.assertEqual(stampy.plugin.stats.getstats(id=-1, type='chat'),
('chat', -1, u"Test", u'False', 1, []))
def test_01pingchat(self):
stampy.plugin.stats.pingchat(-1)
(type, id, name, date, count, memberid) = stampy.plugin.stats.getstats(
type='chat', id=-1)
self.assertEqual(stampy.plugin.stats.getstats(id=-1, type='chat'),
('chat', -1, u"Test", date, count, []))
def test_02statsshow(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'/stats show',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -158164217,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_02statsshowtype(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'/stats show chat',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -158164217,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_02statssearch(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'/stats search',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -158164217,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_dochatcleanup(self):
stampy.plugin.stats.dochatcleanup()
def test_statsgetout(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'/getout',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -234,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_allping(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'@all',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -15124124,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_allkarma(self):
messages = [{u'message': {u'date': 1478361249, u'text': u'@all++',
u'from': {u'username': u'iranzo',
u'first_name': u'Pablo',
u'last_name': u'Iranzo G\xf3mez',
u'id': 5812695}, u'message_id': 108,
u'chat': {u'all_members_are_administrators': True,
u'type': u'group', u'id': -15124124,
u'title': u'BOTdevel'}},
u'update_id': 837253571}]
stampy.stampy.process(messages)
def test_cleanup():
import cleanup
cleanup.clean(cleanup.FOLDER_STRUCTURE)
if request.method in ('PUT',"POST"):
return redirect(url_for('light'), code=302)
else:
return helpers.toggle()
@app.route('/button')
@app.route('/button/short', methods=['GET', 'PUT', 'POST'])
def short():
return power.short()
@app.route('/button/long', methods=['GET', 'PUT', 'POST'])
def long():
return power.long()
@app.route('/button/state', methods=['GET', 'PUT', 'POST'])
def state():
return powerstate.status(),
@app.route('/light/state', methods=['GET', 'PUT', 'POST'])
def lightstate():
return light.status(),
if __name__ == '__main__':
app.debug = True
app.run(host="0.0.0.0",)# ssl_context=context)
except:
cleanup.clean()
print "cleaned"
