def exit_group(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 1) is None:
return
if re.fullmatch("\w+", args[0]) is None:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.incorrect_name)
return
try:
admin_id = BD.get_admin(util.cursor, args[0])
BD.unjoin_user(util.cursor,
user_id=util.get_user_id(update),
admin_id=admin_id,
group_name=args[0])
bot.send_message(chat_id=admin_id,
text="Человек с ID " + str(util.get_user_id(update)) +
"покинул группу " + args[0])
except util.GroupNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.no_exists_name % "группа")
except util.UserIsNotAdmin:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.delete_no_admin % "пользователя")
def create_group(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 1) is None:
return
if re.fullmatch("\w+", args[0]) is None:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.incorrect_name)
return
try:
print("cursor = ", util.cursor)
BD.create_group(util.cursor, util.get_user_id(update), args[0])
except util.GroupAlreadyExistsException:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.already_exists_name % "группа")
def delete_project(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 1) is None:
return
if re.fullmatch("\w+", args[0]) is None:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.incorrect_name + "(проекта)")
return
try:
BD.delete_project(util.cursor, util.get_user_id(update), args[0])
except util.ProjectNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.no_exists_name % "проект")
except util.UserIsNotAdmin:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.delete_no_admin % "проект")
def enter_group(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 1) is None:
return
if re.fullmatch("\w+", args[0]) is None:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.incorrect_name)
return
try:
admin_id = BD.get_admin(util.cursor, args[0])
bot.send_message(chat_id=admin_id,
text="Пожалуйста присоедините меня к " + args[0] +
" мой ID: " + util.get_user_id(update))
except util.GroupNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.no_exists_name % "группа")
def unjoin_user(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 2) is None:
return
if re.fullmatch("\w+", args[0]) is None:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.incorrect_name)
return
try:
BD.unjoin_user(util.cursor, args[1], args[0], util.get_user_id(update))
except util.GroupNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.no_exists_name % "группа")
except util.UserIsNotAdmin:
bot.send_message(chat_id=util.get_chat_id(update),
text=answers.delete_no_admin % "пользователя")
def hide_task(bot, update, args):
if util.too_few_args(bot, util.get_chat_id(update), args, 2) is None:
return
names = ("(проекта)", "(таска)")
for i in range(2):
if re.fullmatch("\w+", args[i]) is None:
bot.send_message(chat_id=util.get_chat_id(update), text=answers.incorrect_name + names[i])
return
try:
BD.set_task(util.cursor, util.get_user_id(update), args[1], None, True)#,args[0])
except util.ProjectNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update), text=answers.no_exists_name % "проект")
except util.TaskNotExistsException:
bot.send_message(chat_id=util.get_chat_id(update), text=answers.already_exists_name % "таск")
except util.UserHasNotTask:
bot.send_message(chat_id=util.get_chat_id(update), text=answers.create_no_admin % "таск")
def create_from_tree(cls,
repo,
tree,
message,
parent_commits=None,
head=False):
"""Commit the given tree, creating a commit object.
:param repo: Repo object the commit should be part of
:param tree: Tree object or hex or bin sha
the tree of the new commit
:param message: Commit message. It may be an empty string if no message is provided.
It will be converted to a string in any case.
:param parent_commits:
Optional Commit objects to use as parents for the new commit.
If empty list, the commit will have no parents at all and become
a root commit.
If None , the current head commit will be the parent of the
new commit object
:param head:
If True, the HEAD will be advanced to the new commit automatically.
Else the HEAD will remain pointing on the previous commit. This could
lead to undesired results when diffing files.
:return: Commit object representing the new commit
:note:
Additional information about the committer and Author are taken from the
environment or from the git configuration, see git-commit-tree for
more information"""
parents = parent_commits
if parent_commits is None:
try:
parent_commits = [repo.head.commit]
except ValueError:
# empty repositories have no head commit
parent_commits = list()
# END handle parent commits
# END if parent commits are unset
# retrieve all additional information, create a commit object, and
# serialize it
# Generally:
# * Environment variables override configuration values
# * Sensible defaults are set according to the git documentation
# COMMITER AND AUTHOR INFO
cr = repo.config_reader()
env = os.environ
default_email = get_user_id()
default_name = default_email.split('@')[0]
conf_name = cr.get_value('user', cls.conf_name, default_name)
conf_email = cr.get_value('user', cls.conf_email, default_email)
author_name = env.get(cls.env_author_name, conf_name)
author_email = env.get(cls.env_author_email, default_email)
committer_name = env.get(cls.env_committer_name, conf_name)
committer_email = env.get(cls.env_committer_email, conf_email)
# PARSE THE DATES
unix_time = int(time())
offset = altzone
author_date_str = env.get(cls.env_author_date, '')
if author_date_str:
author_time, author_offset = parse_date(author_date_str)
else:
author_time, author_offset = unix_time, offset
# END set author time
committer_date_str = env.get(cls.env_committer_date, '')
if committer_date_str:
committer_time, committer_offset = parse_date(committer_date_str)
else:
committer_time, committer_offset = unix_time, offset
# END set committer time
# assume utf8 encoding
enc_section, enc_option = cls.conf_encoding.split('.')
conf_encoding = cr.get_value(enc_section, enc_option,
cls.default_encoding)
author = Actor(author_name, author_email)
committer = Actor(committer_name, committer_email)
# if the tree is no object, make sure we create one - otherwise
# the created commit object is invalid
if isinstance(tree, str):
tree = repo.tree(tree)
# END tree conversion
# CREATE NEW COMMIT
new_commit = cls(repo, cls.NULL_BIN_SHA, tree, author, author_time,
author_offset, committer, committer_time,
committer_offset, message, parent_commits,
conf_encoding)
stream = StringIO()
new_commit._serialize(stream)
streamlen = stream.tell()
stream.seek(0)
istream = repo.odb.store(IStream(cls.type, streamlen, stream))
new_commit.binsha = istream.binsha
if head:
try:
repo.head.commit = new_commit
except ValueError:
# head is not yet set to the ref our HEAD points to
# Happens on first commit
import git.refs
master = git.refs.Head.create(repo,
repo.head.ref,
commit=new_commit)
repo.head.reference = master
# END handle empty repositories
# END advance head handling
return new_commit
scheduler = BackgroundScheduler()
'''
python -W ignore bellarena.py
1187 users
147 cloths
'''
create_dataset()
data = pd.read_sql_table(table_name, db_url)
recommendations = RecommenderSystem(data)
recommendations.run()
analyser = SentimentAnalyser(data)
analyser.run()
def train_task():
recommendations.run_finetune_mf()
if __name__ == "__main__":
scheduler.add_job(func=train_task, trigger="interval", seconds=300)
scheduler.start()
user_id = get_user_id(data)
rec_cloth_ids, recommender_scores = recommendations.predict(user_id)
sentiment_scores = analyser.predict_sentiments(rec_cloth_ids)
# Final score
recommended_ids, recommended_score = get_final_score(
recommender_scores, sentiment_scores, rec_cloth_ids)
def create_from_tree(cls, repo, tree, message, parent_commits=None, head=False):
"""Commit the given tree, creating a commit object.
:param repo: Repo object the commit should be part of
:param tree: Tree object or hex or bin sha
the tree of the new commit
:param message: Commit message. It may be an empty string if no message is provided.
It will be converted to a string in any case.
:param parent_commits:
Optional Commit objects to use as parents for the new commit.
If empty list, the commit will have no parents at all and become
a root commit.
If None , the current head commit will be the parent of the
new commit object
:param head:
If True, the HEAD will be advanced to the new commit automatically.
Else the HEAD will remain pointing on the previous commit. This could
lead to undesired results when diffing files.
:return: Commit object representing the new commit
:note:
Additional information about the committer and Author are taken from the
environment or from the git configuration, see git-commit-tree for
more information"""
parents = parent_commits
if parent_commits is None:
try:
parent_commits = [ repo.head.commit ]
except ValueError:
# empty repositories have no head commit
parent_commits = list()
# END handle parent commits
# END if parent commits are unset
# retrieve all additional information, create a commit object, and
# serialize it
# Generally:
# * Environment variables override configuration values
# * Sensible defaults are set according to the git documentation
# COMMITER AND AUTHOR INFO
cr = repo.config_reader()
env = os.environ
default_email = get_user_id()
default_name = default_email.split('@')[0]
conf_name = cr.get_value('user', cls.conf_name, default_name)
conf_email = cr.get_value('user', cls.conf_email, default_email)
author_name = env.get(cls.env_author_name, conf_name)
author_email = env.get(cls.env_author_email, default_email)
committer_name = env.get(cls.env_committer_name, conf_name)
committer_email = env.get(cls.env_committer_email, conf_email)
# PARSE THE DATES
unix_time = int(time())
offset = altzone
author_date_str = env.get(cls.env_author_date, '')
if author_date_str:
author_time, author_offset = parse_date(author_date_str)
else:
author_time, author_offset = unix_time, offset
# END set author time
committer_date_str = env.get(cls.env_committer_date, '')
if committer_date_str:
committer_time, committer_offset = parse_date(committer_date_str)
else:
committer_time, committer_offset = unix_time, offset
# END set committer time
# assume utf8 encoding
enc_section, enc_option = cls.conf_encoding.split('.')
conf_encoding = cr.get_value(enc_section, enc_option, cls.default_encoding)
author = Actor(author_name, author_email)
committer = Actor(committer_name, committer_email)
# if the tree is no object, make sure we create one - otherwise
# the created commit object is invalid
if isinstance(tree, str):
tree = repo.tree(tree)
# END tree conversion
# CREATE NEW COMMIT
new_commit = cls(repo, cls.NULL_BIN_SHA, tree,
author, author_time, author_offset,
committer, committer_time, committer_offset,
message, parent_commits, conf_encoding)
stream = StringIO()
new_commit._serialize(stream)
streamlen = stream.tell()
stream.seek(0)
istream = repo.odb.store(IStream(cls.type, streamlen, stream))
new_commit.binsha = istream.binsha
if head:
try:
repo.head.commit = new_commit
except ValueError:
# head is not yet set to the ref our HEAD points to
# Happens on first commit
import git.refs
master = git.refs.Head.create(repo, repo.head.ref, commit=new_commit)
repo.head.reference = master
# END handle empty repositories
# END advance head handling
return new_commit
