mirror of
https://github.com/clearml/clearml-agent
synced 2025-01-31 09:06:52 +00:00
107 lines
2.8 KiB
Python
107 lines
2.8 KiB
Python
from __future__ import unicode_literals
|
|
|
|
import abc
|
|
from contextlib import contextmanager
|
|
from typing import Text, Iterable, Union
|
|
|
|
import six
|
|
from trains_agent.helper.base import mkstemp, safe_remove_file, join_lines
|
|
from trains_agent.helper.process import Executable, Argv, PathLike
|
|
|
|
|
|
@six.add_metaclass(abc.ABCMeta)
|
|
class PackageManager(object):
|
|
"""
|
|
ABC for classes providing python package management interface
|
|
"""
|
|
|
|
_selected_manager = None
|
|
|
|
@abc.abstractproperty
|
|
def bin(self):
|
|
# type: () -> PathLike
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def create(self):
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def remove(self):
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def install_from_file(self, path):
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def freeze(self):
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def load_requirements(self, requirements):
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def install_packages(self, *packages):
|
|
# type: (Iterable[Text]) -> None
|
|
"""
|
|
Install packages, upgrading depends on config
|
|
"""
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def _install(self, *packages):
|
|
# type: (Iterable[Text]) -> None
|
|
"""
|
|
Run install command
|
|
"""
|
|
pass
|
|
|
|
@abc.abstractmethod
|
|
def uninstall_packages(self, *packages):
|
|
# type: (Iterable[Text]) -> None
|
|
pass
|
|
|
|
def upgrade_pip(self):
|
|
return self._install("pip", "--upgrade")
|
|
|
|
def get_python_command(self, extra=()):
|
|
# type: (...) -> Executable
|
|
return Argv(self.bin, *extra)
|
|
|
|
@contextmanager
|
|
def temp_file(self, prefix, contents, suffix=".txt"):
|
|
# type: (Union[Text, Iterable[Text]], Iterable[Text], Text) -> Text
|
|
"""
|
|
Write contents to a temporary file, yielding its path. Finally, delete it.
|
|
:param prefix: file name prefix
|
|
:param contents: text lines to write
|
|
:param suffix: file name suffix
|
|
"""
|
|
f, temp_path = mkstemp(suffix=suffix, prefix=prefix)
|
|
with f:
|
|
f.write(
|
|
contents
|
|
if isinstance(contents, six.text_type)
|
|
else join_lines(contents)
|
|
)
|
|
try:
|
|
yield temp_path
|
|
finally:
|
|
if not self.session.debug_mode:
|
|
safe_remove_file(temp_path)
|
|
|
|
def set_selected_package_manager(self):
|
|
# set this instance as the selected package manager
|
|
# this is helpful when we want out of context requirement installations
|
|
PackageManager._selected_manager = self
|
|
|
|
@classmethod
|
|
def out_of_scope_install_package(cls, package_name):
|
|
if PackageManager._selected_manager is not None:
|
|
try:
|
|
return PackageManager._selected_manager._install(package_name)
|
|
except Exception:
|
|
pass
|
|
return |