What is a frozen Python module?
Question:
The Python help of the module imp
is talking about a frozen module. What is it?
Answers:
The answer is in the same place:
(Frozen modules are modules written in Python whose compiled byte-code object is incorporated into a custom-built Python interpreter by Python’s freeze utility. See Tools/freeze/ for now.)
http://docs.python.org/library/imp.html#imp.PY_FROZEN links to http://docs.python.org/library/imp.html#imp.init_frozen which explains it:
Frozen modules are modules written in Python whose compiled byte-code object is incorporated into a custom-built Python interpreter by Python’s freeze utility. See Tools/freeze/ for now.
This link explains what the Python Freeze utility is in detail:
http://wiki.python.org/moin/Freeze
In a nutshell, it creates a portable version of a python script that carries its own built in interpreter (basically like a binary executable), so that you can run it on machines without python.
Have you considered using cx_freeze
to create frozen modules? cx_freeze
was recently updated and it supports Python 3.7 to 3.11
.
This Stack Overflow question: Errors while dynamic imports using importlib in python3 discusses how to use importlib
and sys.metapath
.
This article is mentioned in one of the answers to the question.
Concerning importlib
:
It contains a class for importing and using frozen modules
class importlib.machinery.FrozenImporter
class FrozenImporter:
"""Meta path import for frozen modules.
All methods are either class or static methods to avoid the need to
instantiate the class.
"""
_ORIGIN = "frozen"
@staticmethod
def module_repr(m):
"""Return repr for the module.
The method is deprecated. The import machinery does the job itself.
"""
return '<module {!r} ({})>'.format(m.__name__, FrozenImporter._ORIGIN)
@classmethod
def find_spec(cls, fullname, path=None, target=None):
if _imp.is_frozen(fullname):
return spec_from_loader(fullname, cls, origin=cls._ORIGIN)
else:
return None
@classmethod
def find_module(cls, fullname, path=None):
"""Find a frozen module.
This method is deprecated. Use find_spec() instead.
"""
return cls if _imp.is_frozen(fullname) else None
@classmethod
def create_module(cls, spec):
"""Use default semantics for module creation."""
@staticmethod
def exec_module(module):
name = module.__spec__.name
if not _imp.is_frozen(name):
raise ImportError('{!r} is not a frozen module'.format(name),
name=name)
code = _call_with_frames_removed(_imp.get_frozen_object, name)
exec(code, module.__dict__)
@classmethod
def load_module(cls, fullname):
"""Load a frozen module.
This method is deprecated. Use exec_module() instead.
"""
return _load_module_shim(cls, fullname)
@classmethod
@_requires_frozen
def get_code(cls, fullname):
"""Return the code object for the frozen module."""
return _imp.get_frozen_object(fullname)
@classmethod
@_requires_frozen
def get_source(cls, fullname):
"""Return None as frozen modules do not have source code."""
return None
@classmethod
@_requires_frozen
def is_package(cls, fullname):
"""Return True if the frozen module is a package."""
return _imp.is_frozen_package(fullname)
A frozen module in Python is a Python module that has been converted into a byte-compiled code (compiled to bytecode) and then embedded directly into the Python interpreter. It allows distributing a single binary that contains both the Python interpreter and the byte-compiled modules, making it more efficient and easy to use. Freezing is often done mostly for standalone executables, where you want to distribute your application as a single file without the need for users to have Python and the required libraries installed.
The freezing process involves these general steps:
- Write the Python scripts you want to include in your executable.
- Compile the scripts to bytecode (.pyc files)
- Create a custom Python interpreter with the bytecode files embedded (usually C code)
- Compile the custom Python interpreter into a binary executable
There are several tools available for freezing Python modules:
- cx_Freeze (https://cx-freeze.readthedocs.io)
- PyInstaller (https://www.pyinstaller.org)
- PyOxidizer (https://pyoxidizer.readthedocs.io)
Here’s an example using cx_Freeze
:
- Install
cx_Freeze
:
pip install cx_Freeze
- Create a Python script named
main.py
:
def main():
print("Hello, frozen world!")
if __name__ == "__main__":
main()
- Create a
setup.py
script to configure cx_Freeze
:
from cx_Freeze import setup, Executable
setup(
name="HelloFrozenWorld",
version="0.1",
description="A simple 'Hello, frozen world!' application",
executables=[Executable("main.py")],
)
- Run the
setup.py
script to create the executable:
python setup.py build
This will generate an executable in the "build" directory. You can run this executable without needing a Python installation or separate module files.
Note that this example is for a basic and small project. The complexity of the freezing process may vary depending on the size and dependencies involved in a project.
The Python help of the module imp
is talking about a frozen module. What is it?
The answer is in the same place:
(Frozen modules are modules written in Python whose compiled byte-code object is incorporated into a custom-built Python interpreter by Python’s freeze utility. See Tools/freeze/ for now.)
http://docs.python.org/library/imp.html#imp.PY_FROZEN links to http://docs.python.org/library/imp.html#imp.init_frozen which explains it:
Frozen modules are modules written in Python whose compiled byte-code object is incorporated into a custom-built Python interpreter by Python’s freeze utility. See Tools/freeze/ for now.
This link explains what the Python Freeze utility is in detail:
http://wiki.python.org/moin/Freeze
In a nutshell, it creates a portable version of a python script that carries its own built in interpreter (basically like a binary executable), so that you can run it on machines without python.
Have you considered using cx_freeze
to create frozen modules? cx_freeze
was recently updated and it supports Python 3.7 to 3.11
.
This Stack Overflow question: Errors while dynamic imports using importlib in python3 discusses how to use importlib
and sys.metapath
.
This article is mentioned in one of the answers to the question.
Concerning importlib
:
It contains a class for importing and using frozen modules
class importlib.machinery.FrozenImporter
class FrozenImporter:
"""Meta path import for frozen modules.
All methods are either class or static methods to avoid the need to
instantiate the class.
"""
_ORIGIN = "frozen"
@staticmethod
def module_repr(m):
"""Return repr for the module.
The method is deprecated. The import machinery does the job itself.
"""
return '<module {!r} ({})>'.format(m.__name__, FrozenImporter._ORIGIN)
@classmethod
def find_spec(cls, fullname, path=None, target=None):
if _imp.is_frozen(fullname):
return spec_from_loader(fullname, cls, origin=cls._ORIGIN)
else:
return None
@classmethod
def find_module(cls, fullname, path=None):
"""Find a frozen module.
This method is deprecated. Use find_spec() instead.
"""
return cls if _imp.is_frozen(fullname) else None
@classmethod
def create_module(cls, spec):
"""Use default semantics for module creation."""
@staticmethod
def exec_module(module):
name = module.__spec__.name
if not _imp.is_frozen(name):
raise ImportError('{!r} is not a frozen module'.format(name),
name=name)
code = _call_with_frames_removed(_imp.get_frozen_object, name)
exec(code, module.__dict__)
@classmethod
def load_module(cls, fullname):
"""Load a frozen module.
This method is deprecated. Use exec_module() instead.
"""
return _load_module_shim(cls, fullname)
@classmethod
@_requires_frozen
def get_code(cls, fullname):
"""Return the code object for the frozen module."""
return _imp.get_frozen_object(fullname)
@classmethod
@_requires_frozen
def get_source(cls, fullname):
"""Return None as frozen modules do not have source code."""
return None
@classmethod
@_requires_frozen
def is_package(cls, fullname):
"""Return True if the frozen module is a package."""
return _imp.is_frozen_package(fullname)
A frozen module in Python is a Python module that has been converted into a byte-compiled code (compiled to bytecode) and then embedded directly into the Python interpreter. It allows distributing a single binary that contains both the Python interpreter and the byte-compiled modules, making it more efficient and easy to use. Freezing is often done mostly for standalone executables, where you want to distribute your application as a single file without the need for users to have Python and the required libraries installed.
The freezing process involves these general steps:
- Write the Python scripts you want to include in your executable.
- Compile the scripts to bytecode (.pyc files)
- Create a custom Python interpreter with the bytecode files embedded (usually C code)
- Compile the custom Python interpreter into a binary executable
There are several tools available for freezing Python modules:
- cx_Freeze (https://cx-freeze.readthedocs.io)
- PyInstaller (https://www.pyinstaller.org)
- PyOxidizer (https://pyoxidizer.readthedocs.io)
Here’s an example using cx_Freeze
:
- Install
cx_Freeze
:
pip install cx_Freeze
- Create a Python script named
main.py
:
def main():
print("Hello, frozen world!")
if __name__ == "__main__":
main()
- Create a
setup.py
script to configurecx_Freeze
:
from cx_Freeze import setup, Executable
setup(
name="HelloFrozenWorld",
version="0.1",
description="A simple 'Hello, frozen world!' application",
executables=[Executable("main.py")],
)
- Run the
setup.py
script to create the executable:
python setup.py build
This will generate an executable in the "build" directory. You can run this executable without needing a Python installation or separate module files.
Note that this example is for a basic and small project. The complexity of the freezing process may vary depending on the size and dependencies involved in a project.