Module meerschaum.utils.packages.lazy_loader
A LazyLoader class.
Expand source code
#! /usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""A LazyLoader class."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from meerschaum.utils.typing import Optional
import importlib, types
class LazyLoader(types.ModuleType):
"""Lazily import a module, mainly to avoid pulling in large dependencies.
`contrib`, and `ffmpeg` are examples of modules that are large and not always
needed, and this allows them to only be loaded when they are used.
"""
# The lint error here is incorrect.
def __init__(
self,
local_name: str,
parent_module_globals,
name: str,
**kw
):
self._local_name = local_name
self._parent_module_globals = parent_module_globals
kw['lazy'] = False
self._attempt_import_kw = kw
self._module = None
super(LazyLoader, self).__init__(name)
def _load(self):
"""Load the module and insert it into the parent's globals."""
if self._module is not None:
return self._module
from meerschaum.utils.packages import attempt_import
self._module = attempt_import(self.__name__, **self._attempt_import_kw)
self._parent_module_globals[self._local_name] = self._module
# Update this object's dict so that if someone keeps a reference to the
# LazyLoader, lookups are efficient (__getattr__ is only called on lookups
# that fail).
self.__dict__.update(self._module.__dict__)
return self._module
def __getattr__(self, item):
module = self._load() if self._module is None else self._module
return getattr(module, item)
def __dir__(self):
module = self._load() if self._module is None else self._module
return dir(module)
Classes
class LazyLoader (local_name: str, parent_module_globals, name: str, **kw)
-
Lazily import a module, mainly to avoid pulling in large dependencies.
contrib
, andffmpeg
are examples of modules that are large and not always needed, and this allows them to only be loaded when they are used.Expand source code
class LazyLoader(types.ModuleType): """Lazily import a module, mainly to avoid pulling in large dependencies. `contrib`, and `ffmpeg` are examples of modules that are large and not always needed, and this allows them to only be loaded when they are used. """ # The lint error here is incorrect. def __init__( self, local_name: str, parent_module_globals, name: str, **kw ): self._local_name = local_name self._parent_module_globals = parent_module_globals kw['lazy'] = False self._attempt_import_kw = kw self._module = None super(LazyLoader, self).__init__(name) def _load(self): """Load the module and insert it into the parent's globals.""" if self._module is not None: return self._module from meerschaum.utils.packages import attempt_import self._module = attempt_import(self.__name__, **self._attempt_import_kw) self._parent_module_globals[self._local_name] = self._module # Update this object's dict so that if someone keeps a reference to the # LazyLoader, lookups are efficient (__getattr__ is only called on lookups # that fail). self.__dict__.update(self._module.__dict__) return self._module def __getattr__(self, item): module = self._load() if self._module is None else self._module return getattr(module, item) def __dir__(self): module = self._load() if self._module is None else self._module return dir(module)
Ancestors
- builtins.module