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# -*- coding: utf-8 -*-
"""
flaskext.sqlalchemy
~~~~~~~~~~~~~~~~~~~
Adds basic SQLAlchemy support to your application.
:copyright: (c) 2012 by Armin Ronacher.
:license: BSD, see LICENSE for more details.
"""
from __future__ import with_statement, absolute_import
import os
import re
import sys
import time
import functools
import sqlalchemy
from math import ceil
from functools import partial
from flask import _request_ctx_stack, abort
from flask.signals import Namespace
from operator import itemgetter
from threading import Lock
from sqlalchemy import orm
from sqlalchemy.orm.exc import UnmappedClassError
from sqlalchemy.orm.session import Session
from sqlalchemy.orm.interfaces import MapperExtension, SessionExtension, \
EXT_CONTINUE
from sqlalchemy.interfaces import ConnectionProxy
from sqlalchemy.engine.url import make_url
from sqlalchemy.ext.declarative import declarative_base, DeclarativeMeta
from sqlalchemy.util import to_list
# the best timer function for the platform
if sys.platform == 'win32':
_timer = time.clock
else:
_timer = time.time
try:
from flask import _app_ctx_stack
except ImportError:
_app_ctx_stack = None
# Which stack should we use? _app_ctx_stack is new in 0.9
connection_stack = _app_ctx_stack or _request_ctx_stack
_camelcase_re = re.compile(r'([A-Z]+)(?=[a-z0-9])')
_signals = Namespace()
models_committed = _signals.signal('models-committed')
before_models_committed = _signals.signal('before-models-committed')
def _make_table(db):
def _make_table(*args, **kwargs):
if len(args) > 1 and isinstance(args[1], db.Column):
args = (args[0], db.metadata) + args[1:]
info = kwargs.pop('info', None) or {}
info.setdefault('bind_key', None)
kwargs['info'] = info
return sqlalchemy.Table(*args, **kwargs)
return _make_table
def _set_default_query_class(d):
if 'query_class' not in d:
d['query_class'] = BaseQuery
def _wrap_with_default_query_class(fn):
@functools.wraps(fn)
def newfn(*args, **kwargs):
_set_default_query_class(kwargs)
if "backref" in kwargs:
backref = kwargs['backref']
if isinstance(backref, basestring):
backref = (backref, {})
_set_default_query_class(backref[1])
return fn(*args, **kwargs)
return newfn
def _include_sqlalchemy(obj):
for module in sqlalchemy, sqlalchemy.orm:
for key in module.__all__:
if not hasattr(obj, key):
setattr(obj, key, getattr(module, key))
# Note: obj.Table does not attempt to be a SQLAlchemy Table class.
obj.Table = _make_table(obj)
obj.mapper = signalling_mapper
obj.relationship = _wrap_with_default_query_class(obj.relationship)
obj.relation = _wrap_with_default_query_class(obj.relation)
obj.dynamic_loader = _wrap_with_default_query_class(obj.dynamic_loader)
class _DebugQueryTuple(tuple):
statement = property(itemgetter(0))
parameters = property(itemgetter(1))
start_time = property(itemgetter(2))
end_time = property(itemgetter(3))
context = property(itemgetter(4))
@property
def duration(self):
return self.end_time - self.start_time
def __repr__(self):
return '<query statement="%s" parameters=%r duration=%.03f>' % (
self.statement,
self.parameters,
self.duration
)
def _calling_context(app_path):
frm = sys._getframe(1)
while frm.f_back is not None:
name = frm.f_globals.get('__name__')
if name and (name == app_path or name.startswith(app_path + '.')):
funcname = frm.f_code.co_name
return '%s:%s (%s)' % (
frm.f_code.co_filename,
frm.f_lineno,
funcname
)
frm = frm.f_back
return '<unknown>'
class _ConnectionDebugProxy(ConnectionProxy):
"""Helps debugging the database."""
def __init__(self, import_name):
self.app_package = import_name
def cursor_execute(self, execute, cursor, statement, parameters,
context, executemany):
start = _timer()
try:
return execute(cursor, statement, parameters, context)
finally:
ctx = connection_stack.top
if ctx is not None:
queries = getattr(ctx, 'sqlalchemy_queries', None)
if queries is None:
queries = []
setattr(ctx, 'sqlalchemy_queries', queries)
queries.append(_DebugQueryTuple((
statement, parameters, start, _timer(),
_calling_context(self.app_package))))
class _SignalTrackingMapperExtension(MapperExtension):
def after_delete(self, mapper, connection, instance):
return self._record(mapper, instance, 'delete')
def after_insert(self, mapper, connection, instance):
return self._record(mapper, instance, 'insert')
def after_update(self, mapper, connection, instance):
return self._record(mapper, instance, 'update')
def _record(self, mapper, model, operation):
pk = tuple(mapper.primary_key_from_instance(model))
orm.object_session(model)._model_changes[pk] = (model, operation)
return EXT_CONTINUE
class _SignallingSessionExtension(SessionExtension):
def before_commit(self, session):
d = session._model_changes
if d:
before_models_committed.send(session.app, changes=d.values())
return EXT_CONTINUE
def after_commit(self, session):
d = session._model_changes
if d:
models_committed.send(session.app, changes=d.values())
d.clear()
return EXT_CONTINUE
def after_rollback(self, session):
session._model_changes.clear()
return EXT_CONTINUE
class _SignallingSession(Session):
def __init__(self, db, autocommit=False, autoflush=False, **options):
self.app = db.get_app()
self._model_changes = {}
Session.__init__(self, autocommit=autocommit, autoflush=autoflush,
extension=db.session_extensions,
bind=db.engine,
binds=db.get_binds(self.app), **options)
def get_bind(self, mapper, clause=None):
# mapper is None if someone tries to just get a connection
if mapper is not None:
info = getattr(mapper.mapped_table, 'info', {})
bind_key = info.get('bind_key')
if bind_key is not None:
state = get_state(self.app)
return state.db.get_engine(self.app, bind=bind_key)
return Session.get_bind(self, mapper, clause)
def get_debug_queries():
"""In debug mode Flask-SQLAlchemy will log all the SQL queries sent
to the database. This information is available until the end of request
which makes it possible to easily ensure that the SQL generated is the
one expected on errors or in unittesting. If you don't want to enable
the DEBUG mode for your unittests you can also enable the query
recording by setting the ``'SQLALCHEMY_RECORD_QUERIES'`` config variable
to `True`. This is automatically enabled if Flask is in testing mode.
The value returned will be a list of named tuples with the following
attributes:
`statement`
The SQL statement issued
`parameters`
The parameters for the SQL statement
`start_time` / `end_time`
Time the query started / the results arrived. Please keep in mind
that the timer function used depends on your platform. These
values are only useful for sorting or comparing. They do not
necessarily represent an absolute timestamp.
`duration`
Time the query took in seconds
`context`
A string giving a rough estimation of where in your application
query was issued. The exact format is undefined so don't try
to reconstruct filename or function name.
"""
return getattr(connection_stack.top, 'sqlalchemy_queries', [])
class Pagination(object):
"""Internal helper class returned by :meth:`BaseQuery.paginate`. You
can also construct it from any other SQLAlchemy query object if you are
working with other libraries. Additionally it is possible to pass `None`
as query object in which case the :meth:`prev` and :meth:`next` will
no longer work.
"""
def __init__(self, query, page, per_page, total, items):
#: the unlimited query object that was used to create this
#: pagination object.
self.query = query
#: the current page number (1 indexed)
self.page = page
#: the number of items to be displayed on a page.
self.per_page = per_page
#: the total number of items matching the query
self.total = total
#: the items for the current page
self.items = items
@property
def pages(self):
"""The total number of pages"""
return int(ceil(self.total / float(self.per_page)))
def prev(self, error_out=False):
"""Returns a :class:`Pagination` object for the previous page."""
assert self.query is not None, 'a query object is required ' \
'for this method to work'
return self.query.paginate(self.page - 1, self.per_page, error_out)
@property
def prev_num(self):
"""Number of the previous page."""
return self.page - 1
@property
def has_prev(self):
"""True if a previous page exists"""
return self.page > 1
def next(self, error_out=False):
"""Returns a :class:`Pagination` object for the next page."""
assert self.query is not None, 'a query object is required ' \
'for this method to work'
return self.query.paginate(self.page + 1, self.per_page, error_out)
@property
def has_next(self):
"""True if a next page exists."""
return self.page < self.pages
@property
def next_num(self):
"""Number of the next page"""
return self.page + 1
def iter_pages(self, left_edge=2, left_current=2,
right_current=5, right_edge=2):
"""Iterates over the page numbers in the pagination. The four
parameters control the thresholds how many numbers should be produced
from the sides. Skipped page numbers are represented as `None`.
This is how you could render such a pagination in the templates:
.. sourcecode:: html+jinja
{% macro render_pagination(pagination, endpoint) %}
<div class=pagination>
{%- for page in pagination.iter_pages() %}
{% if page %}
{% if page != pagination.page %}
<a href="{{ url_for(endpoint, page=page) }}">{{ page }}</a>
{% else %}
<strong>{{ page }}</strong>
{% endif %}
{% else %}
<span class=ellipsis>…</span>
{% endif %}
{%- endfor %}
</div>
{% endmacro %}
"""
last = 0
for num in xrange(1, self.pages + 1):
if num <= left_edge or \
(num > self.page - left_current - 1 and \
num < self.page + right_current) or \
num > self.pages - right_edge:
if last + 1 != num:
yield None
yield num
last = num
class BaseQuery(orm.Query):
"""The default query object used for models, and exposed as
:attr:`~SQLAlchemy.Query`. This can be subclassed and
replaced for individual models by setting the :attr:`~Model.query_class`
attribute. This is a subclass of a standard SQLAlchemy
:class:`~sqlalchemy.orm.query.Query` class and has all the methods of a
standard query as well.
"""
def get_or_404(self, ident):
"""Like :meth:`get` but aborts with 404 if not found instead of
returning `None`.
"""
rv = self.get(ident)
if rv is None:
abort(404)
return rv
def first_or_404(self):
"""Like :meth:`first` but aborts with 404 if not found instead of
returning `None`.
"""
rv = self.first()
if rv is None:
abort(404)
return rv
def paginate(self, page, per_page=20, error_out=True):
"""Returns `per_page` items from page `page`. By default it will
abort with 404 if no items were found and the page was larger than
1. This behavor can be disabled by setting `error_out` to `False`.
Returns an :class:`Pagination` object.
"""
if error_out and page < 1:
abort(404)
items = self.limit(per_page).offset((page - 1) * per_page).all()
if not items and page != 1 and error_out:
abort(404)
return Pagination(self, page, per_page, self.count(), items)
class _QueryProperty(object):
def __init__(self, sa):
self.sa = sa
def __get__(self, obj, type):
try:
mapper = orm.class_mapper(type)
if mapper:
return type.query_class(mapper, session=self.sa.session())
except UnmappedClassError:
return None
def _record_queries(app):
if app.debug:
return True
rq = app.config['SQLALCHEMY_RECORD_QUERIES']
if rq is not None:
return rq
return bool(app.config.get('TESTING'))
class _EngineConnector(object):
def __init__(self, sa, app, bind=None):
self._sa = sa
self._app = app
self._engine = None
self._connected_for = None
self._bind = bind
self._lock = Lock()
def get_uri(self):
if self._bind is None:
return self._app.config['SQLALCHEMY_DATABASE_URI']
binds = self._app.config.get('SQLALCHEMY_BINDS') or ()
assert self._bind in binds, \
'Bind %r is not specified. Set it in the SQLALCHEMY_BINDS ' \
'configuration variable' % self._bind
return binds[self._bind]
def get_engine(self):
with self._lock:
uri = self.get_uri()
echo = self._app.config['SQLALCHEMY_ECHO']
if (uri, echo) == self._connected_for:
return self._engine
info = make_url(uri)
options = {'convert_unicode': True}
self._sa.apply_pool_defaults(self._app, options)
self._sa.apply_driver_hacks(self._app, info, options)
if _record_queries(self._app):
options['proxy'] = _ConnectionDebugProxy(self._app.import_name)
if echo:
options['echo'] = True
self._engine = rv = sqlalchemy.create_engine(info, **options)
self._connected_for = (uri, echo)
return rv
def _defines_primary_key(d):
"""Figures out if the given dictonary defines a primary key column."""
return any(v.primary_key for k, v in d.iteritems()
if isinstance(v, sqlalchemy.Column))
class _BoundDeclarativeMeta(DeclarativeMeta):
def __new__(cls, name, bases, d):
tablename = d.get('__tablename__')
# generate a table name automatically if it's missing and the
# class dictionary declares a primary key. We cannot always
# attach a primary key to support model inheritance that does
# not use joins. We also don't want a table name if a whole
# table is defined
if not tablename and d.get('__table__') is None and \
_defines_primary_key(d):
def _join(match):
word = match.group()
if len(word) > 1:
return ('_%s_%s' % (word[:-1], word[-1])).lower()
return '_' + word.lower()
d['__tablename__'] = _camelcase_re.sub(_join, name).lstrip('_')
return DeclarativeMeta.__new__(cls, name, bases, d)
def __init__(self, name, bases, d):
bind_key = d.pop('__bind_key__', None)
DeclarativeMeta.__init__(self, name, bases, d)
if bind_key is not None:
self.__table__.info['bind_key'] = bind_key
def get_state(app):
"""Gets the state for the application"""
assert 'sqlalchemy' in app.extensions, \
'The sqlalchemy extension was not registered to the current ' \
'application. Please make sure to call init_app() first.'
return app.extensions['sqlalchemy']
def signalling_mapper(*args, **kwargs):
"""Replacement for mapper that injects some extra extensions"""
extensions = to_list(kwargs.pop('extension', None), [])
extensions.append(_SignalTrackingMapperExtension())
kwargs['extension'] = extensions
return sqlalchemy.orm.mapper(*args, **kwargs)
class _SQLAlchemyState(object):
"""Remembers configuration for the (db, app) tuple."""
def __init__(self, db, app):
self.db = db
self.app = app
self.connectors = {}
class Model(object):
"""Baseclass for custom user models."""
#: the query class used. The :attr:`query` attribute is an instance
#: of this class. By default a :class:`BaseQuery` is used.
query_class = BaseQuery
#: an instance of :attr:`query_class`. Can be used to query the
#: database for instances of this model.
query = None
class SQLAlchemy(object):
"""This class is used to control the SQLAlchemy integration to one
or more Flask applications. Depending on how you initialize the
object it is usable right away or will attach as needed to a
Flask application.
There are two usage modes which work very similar. One is binding
the instance to a very specific Flask application::
app = Flask(__name__)
db = SQLAlchemy(app)
The second possibility is to create the object once and configure the
application later to support it::
db = SQLAlchemy()
def create_app():
app = Flask(__name__)
db.init_app(app)
return app
The difference between the two is that in the first case methods like
:meth:`create_all` and :meth:`drop_all` will work all the time but in
the second case a :meth:`flask.Flask.request_context` has to exist.
By default Flask-SQLAlchemy will apply some backend-specific settings
to improve your experience with them. As of SQLAlchemy 0.6 SQLAlchemy
will probe the library for native unicode support. If it detects
unicode it will let the library handle that, otherwise do that itself.
Sometimes this detection can fail in which case you might want to set
`use_native_unicode` (or the ``SQLALCHEMY_NATIVE_UNICODE`` configuration
key) to `False`. Note that the configuration key overrides the
value you pass to the constructor.
This class also provides access to all the SQLAlchemy functions and classes
from the :mod:`sqlalchemy` and :mod:`sqlalchemy.orm` modules. So you can
declare models like this::
class User(db.Model):
username = db.Column(db.String(80), unique=True)
pw_hash = db.Column(db.String(80))
You can still use :mod:`sqlalchemy` and :mod:`sqlalchemy.orm` directly, but
note that Flask-SQLAlchemy customizations are available only through an
instance of this :class:`SQLAlchemy` class. Query classes default to
:class:`BaseQuery` for `db.Query`, `db.Model.query_class`, and the default
query_class for `db.relationship` and `db.backref`. If you use these
interfaces through :mod:`sqlalchemy` and :mod:`sqlalchemy.orm` directly,
the default query class will be that of :mod:`sqlalchemy`.
.. admonition:: Check types carefully
Don't perform type or `isinstance` checks against `db.Table`, which
emulates `Table` behavior but is not a class. `db.Table` exposes the
`Table` interface, but is a function which allows omission of metadata.
You may also define your own SessionExtension instances as well when
defining your SQLAlchemy class instance. You may pass your custom instances
to the `session_extensions` keyword. This can be either a single
SessionExtension instance, or a list of SessionExtension instances. In the
following use case we use the VersionedListener from the SQLAlchemy
versioning examples.::
from history_meta import VersionedMeta, VersionedListener
app = Flask(__name__)
db = SQLAlchemy(app, session_extensions=[VersionedListener()])
class User(db.Model):
__metaclass__ = VersionedMeta
username = db.Column(db.String(80), unique=True)
pw_hash = db.Column(db.String(80))
The `session_options` parameter can be used to override session
options. If provided it's a dict of parameters passed to the
session's constructor.
.. versionadded:: 0.10
The `session_options` parameter was added.
.. versionadded:: 0.16
`scopefunc` is now accepted on `session_options`. It allows specifying
a custom function which will define the SQLAlchemy session's scoping.
"""
def __init__(self, app=None, use_native_unicode=True,
session_extensions=None, session_options=None):
self.use_native_unicode = use_native_unicode
self.session_extensions = to_list(session_extensions, []) + \
[_SignallingSessionExtension()]
if session_options is None:
session_options = {}
session_options.setdefault(
'scopefunc', connection_stack.__ident_func__
)
self.session = self.create_scoped_session(session_options)
self.Model = self.make_declarative_base()
self._engine_lock = Lock()
if app is not None:
self.app = app
self.init_app(app)
else:
self.app = None
_include_sqlalchemy(self)
self.Query = BaseQuery
@property
def metadata(self):
"""Returns the metadata"""
return self.Model.metadata
def create_scoped_session(self, options=None):
"""Helper factory method that creates a scoped session."""
if options is None:
options = {}
scopefunc=options.pop('scopefunc', None)
return orm.scoped_session(
partial(_SignallingSession, self, **options), scopefunc=scopefunc
)
def make_declarative_base(self):
"""Creates the declarative base."""
base = declarative_base(cls=Model, name='Model',
mapper=signalling_mapper,
metaclass=_BoundDeclarativeMeta)
base.query = _QueryProperty(self)
return base
def init_app(self, app):
"""This callback can be used to initialize an application for the
use with this database setup. Never use a database in the context
of an application not initialized that way or connections will
leak.
"""
app.config.setdefault('SQLALCHEMY_DATABASE_URI', 'sqlite://')
app.config.setdefault('SQLALCHEMY_BINDS', None)
app.config.setdefault('SQLALCHEMY_NATIVE_UNICODE', None)
app.config.setdefault('SQLALCHEMY_ECHO', False)
app.config.setdefault('SQLALCHEMY_RECORD_QUERIES', None)
app.config.setdefault('SQLALCHEMY_POOL_SIZE', None)
app.config.setdefault('SQLALCHEMY_POOL_TIMEOUT', None)
app.config.setdefault('SQLALCHEMY_POOL_RECYCLE', None)
if not hasattr(app, 'extensions'):
app.extensions = {}
app.extensions['sqlalchemy'] = _SQLAlchemyState(self, app)
# 0.9 and later
if hasattr(app, 'teardown_appcontext'):
teardown = app.teardown_appcontext
# 0.7 to 0.8
elif hasattr(app, 'teardown_request'):
teardown = app.teardown_request
# Older Flask versions
else:
teardown = app.after_request
@teardown
def shutdown_session(response):
self.session.remove()
return response
def apply_pool_defaults(self, app, options):
def _setdefault(optionkey, configkey):
value = app.config[configkey]
if value is not None:
options[optionkey] = value
_setdefault('pool_size', 'SQLALCHEMY_POOL_SIZE')
_setdefault('pool_timeout', 'SQLALCHEMY_POOL_TIMEOUT')
_setdefault('pool_recycle', 'SQLALCHEMY_POOL_RECYCLE')
def apply_driver_hacks(self, app, info, options):
"""This method is called before engine creation and used to inject
driver specific hacks into the options. The `options` parameter is
a dictionary of keyword arguments that will then be used to call
the :func:`sqlalchemy.create_engine` function.
The default implementation provides some saner defaults for things
like pool sizes for MySQL and sqlite. Also it injects the setting of
`SQLALCHEMY_NATIVE_UNICODE`.
"""
if info.drivername == 'mysql':
info.query.setdefault('charset', 'utf8')
options.setdefault('pool_size', 10)
options.setdefault('pool_recycle', 7200)
elif info.drivername == 'sqlite':
pool_size = options.get('pool_size')
detected_in_memory = False
# we go to memory and the pool size was explicitly set to 0
# which is fail. Let the user know that
if info.database in (None, '', ':memory:'):
detected_in_memory = True
if pool_size == 0:
raise RuntimeError('SQLite in memory database with an '
'empty queue not possible due to data '
'loss.')
# if pool size is None or explicitly set to 0 we assume the
# user did not want a queue for this sqlite connection and
# hook in the null pool.
elif not pool_size:
from sqlalchemy.pool import NullPool
options['poolclass'] = NullPool
# if it's not an in memory database we make the path absolute.
if not detected_in_memory:
info.database = os.path.join(app.root_path, info.database)
unu = app.config['SQLALCHEMY_NATIVE_UNICODE']
if unu is None:
unu = self.use_native_unicode
if not unu:
options['use_native_unicode'] = False
@property
def engine(self):
"""Gives access to the engine. If the database configuration is bound
to a specific application (initialized with an application) this will
always return a database connection. If however the current application
is used this might raise a :exc:`RuntimeError` if no application is
active at the moment.
"""
return self.get_engine(self.get_app())
def make_connector(self, app, bind=None):
"""Creates the connector for a given state and bind."""
return _EngineConnector(self, app, bind)
def get_engine(self, app, bind=None):
"""Returns a specific engine.
.. versionadded:: 0.12
"""
with self._engine_lock:
state = get_state(app)
connector = state.connectors.get(bind)
if connector is None:
connector = self.make_connector(app, bind)
state.connectors[bind] = connector
return connector.get_engine()
def get_app(self, reference_app=None):
"""Helper method that implements the logic to look up an application.
"""
if reference_app is not None:
return reference_app
if self.app is not None:
return self.app
ctx = connection_stack.top
if ctx is not None:
return ctx.app
raise RuntimeError('application not registered on db '
'instance and no application bound '
'to current context')
def get_tables_for_bind(self, bind=None):
"""Returns a list of all tables relevant for a bind."""
result = []
for table in self.Model.metadata.tables.itervalues():
if table.info.get('bind_key') == bind:
result.append(table)
return result
def get_binds(self, app=None):
"""Returns a dictionary with a table->engine mapping.
This is suitable for use of sessionmaker(binds=db.get_binds(app)).
"""
app = self.get_app(app)
binds = [None] + list(app.config.get('SQLALCHEMY_BINDS') or ())
retval = {}
for bind in binds:
engine = self.get_engine(app, bind)
tables = self.get_tables_for_bind(bind)
retval.update(dict((table, engine) for table in tables))
return retval
def _execute_for_all_tables(self, app, bind, operation):
app = self.get_app(app)
if bind == '__all__':
binds = [None] + list(app.config.get('SQLALCHEMY_BINDS') or ())
elif isinstance(bind, basestring):
binds = [bind]
else:
binds = bind
for bind in binds:
tables = self.get_tables_for_bind(bind)
op = getattr(self.Model.metadata, operation)
op(bind=self.get_engine(app, bind), tables=tables)
def create_all(self, bind='__all__', app=None):
"""Creates all tables.
.. versionchanged:: 0.12
Parameters were added
"""
self._execute_for_all_tables(app, bind, 'create_all')
def drop_all(self, bind='__all__', app=None):
"""Drops all tables.
.. versionchanged:: 0.12
Parameters were added
"""
self._execute_for_all_tables(app, bind, 'drop_all')
def reflect(self, bind='__all__', app=None):
"""Reflects tables from the database.
.. versionchanged:: 0.12
Parameters were added
"""
self._execute_for_all_tables(app, bind, 'reflect')
def __repr__(self):
app = None
if self.app is not None:
app = self.app
else:
ctx = connection_stack.top
if ctx is not None:
app = ctx.app
return '<%s engine=%r>' % (
self.__class__.__name__,
app and app.config['SQLALCHEMY_DATABASE_URI'] or None
)
try:
from flaskext import script
from migrate.versioning import shell
except ImportError:
pass
else:
class Migrate(script.Command):
"""Manage migrations.
"""
def handle(self, app, prog, name, remaining_args):
optional = {}
repository = app.config.get('SQLALCHEMY_MIGRATE_REPOSITORY', False)
if repository:
optional['repository'] = repository
shell.main(remaining_args,
url=app.config['SQLALCHEMY_DATABASE_URI'],
debug=app.config['DEBUG'],
**optional)
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