Files
auto-archiver/src/auto_archiver/core/module.py
Patrick Robertson b7d9145f6c Further tidyups + refactoring for new structure
* Add implementation tests for orchestrator + logging tests
* Standardise method/class vars for extractors to see if they are suitable
* Fix bugs with removing default loguru logger (allows further customisation)
* Fix bug loading required fields from file
*
2025-01-30 13:21:10 +01:00

298 lines
11 KiB
Python

"""
Defines the Step abstract base class, which acts as a blueprint for steps in the archiving pipeline
by handling user configuration, validating the steps properties, and implementing dynamic instantiation.
"""
from __future__ import annotations
from dataclasses import dataclass
from typing import List
from abc import ABC
import shutil
import ast
import copy
import sys
from importlib.util import find_spec
import os
from os.path import join, dirname
from loguru import logger
import auto_archiver
_LAZY_LOADED_MODULES = {}
MANIFEST_FILE = "__manifest__.py"
class BaseModule(ABC):
"""
Base module class. All modules should inherit from this class.
The exact methods a class implements will depend on the type of module it is,
however all modules have a .setup(config: dict) method to run any setup code
(e.g. logging in to a site, spinning up a browser etc.)
See BaseModule.MODULE_TYPES for the types of modules you can create, noting that
a subclass can be of multiple types. For example, a module that extracts data from
a website and stores it in a database would be both an 'extractor' and a 'database' module.
Each module is a python package, and should have a __manifest__.py file in the
same directory as the module file. The __manifest__.py specifies the module information
like name, author, version, dependencies etc. See BaseModule._DEFAULT_MANIFEST for the
default manifest structure.
"""
MODULE_TYPES = [
'feeder',
'extractor',
'enricher',
'database',
'storage',
'formatter'
]
_DEFAULT_MANIFEST = {
'name': '', # the display name of the module
'author': 'Bellingcat', # creator of the module, leave this as Bellingcat or set your own name!
'type': [], # the type of the module, can be one or more of BaseModule.MODULE_TYPES
'requires_setup': True, # whether or not this module requires additional setup such as setting API Keys or installing additional softare
'description': '', # a description of the module
'dependencies': {}, # external dependencies, e.g. python packages or binaries, in dictionary format
'entry_point': '', # the entry point for the module, in the format 'module_name::ClassName'. This can be left blank to use the default entry point of module_name::ModuleName
'version': '1.0', # the version of the module
'configs': {} # any configuration options this module has, these will be exposed to the user in the config file or via the command line
}
config: dict
name: str
def setup(self, config: dict):
self.config = config
for key, val in config.get(self.name, {}).items():
setattr(self, key, val)
def repr(self):
return f"Module<'{self.display_name}' (config: {self.config[self.name]})>"
def setup_paths(paths: list[str]) -> None:
"""
Sets up the paths for the modules to be loaded from
This is necessary for the modules to be imported correctly
"""
for path in paths:
# check path exists, if it doesn't, log a warning
if not os.path.exists(path):
logger.warning(f"Path '{path}' does not exist. Skipping...")
continue
# see odoo/module/module.py -> initialize_sys_path
if path not in auto_archiver.modules.__path__:
auto_archiver.modules.__path__.append(path)
# sort based on the length of the path, so that the longest path is last in the list
auto_archiver.modules.__path__ = sorted(auto_archiver.modules.__path__, key=len, reverse=True)
def get_module(module_name: str, config: dict) -> BaseModule:
"""
Gets and sets up a module using the provided config
This will actually load and instantiate the module, and load all its dependencies (i.e. not lazy)
"""
return get_module_lazy(module_name).load(config)
def get_module_lazy(module_name: str, suppress_warnings: bool = False) -> LazyBaseModule:
"""
Lazily loads a module, returning a LazyBaseModule
This has all the information about the module, but does not load the module itself or its dependencies
To load an actual module, call .setup() on a laz module
"""
if module_name in _LAZY_LOADED_MODULES:
return _LAZY_LOADED_MODULES[module_name]
module = available_modules(limit_to_modules=[module_name], suppress_warnings=suppress_warnings)[0]
return module
def available_modules(with_manifest: bool=False, limit_to_modules: List[str]= [], suppress_warnings: bool = False) -> List[LazyBaseModule]:
# search through all valid 'modules' paths. Default is 'modules' in the current directory
# see odoo/modules/module.py -> get_modules
def is_really_module(module_path):
if os.path.isfile(join(module_path, MANIFEST_FILE)):
return True
all_modules = []
for module_folder in auto_archiver.modules.__path__:
# walk through each module in module_folder and check if it has a valid manifest
try:
possible_modules = os.listdir(module_folder)
except FileNotFoundError:
logger.warning(f"Module folder {module_folder} does not exist")
continue
for possible_module in possible_modules:
if limit_to_modules and possible_module not in limit_to_modules:
continue
possible_module_path = join(module_folder, possible_module)
if not is_really_module(possible_module_path):
continue
if _LAZY_LOADED_MODULES.get(possible_module):
continue
lazy_module = LazyBaseModule(possible_module, possible_module_path)
_LAZY_LOADED_MODULES[possible_module] = lazy_module
all_modules.append(lazy_module)
if not suppress_warnings:
for module in limit_to_modules:
if not any(module == m.name for m in all_modules):
logger.warning(f"Module '{module}' not found. Are you sure it's installed?")
return all_modules
@dataclass
class LazyBaseModule:
"""
A lazy module class, which only loads the manifest and does not load the module itself.
This is useful for getting information about a module without actually loading it.
"""
name: str
type: list
description: str
path: str
_manifest: dict = None
_instance: BaseModule = None
_entry_point: str = None
def __init__(self, module_name, path):
self.name = module_name
self.path = path
@property
def entry_point(self):
if not self._entry_point and not self.manifest['entry_point']:
# try to create the entry point from the module name
self._entry_point = f"{self.name}::{self.name.replace('_', ' ').title().replace(' ', '')}"
return self._entry_point
@property
def dependencies(self) -> dict:
return self.manifest['dependencies']
@property
def configs(self) -> dict:
return self.manifest['configs']
@property
def requires_setup(self) -> bool:
return self.manifest['requires_setup']
@property
def display_name(self) -> str:
return self.manifest['name']
@property
def manifest(self) -> dict:
if self._manifest:
return self._manifest
# print(f"Loading manifest for module {module_path}")
# load the manifest file
manifest = copy.deepcopy(BaseModule._DEFAULT_MANIFEST)
with open(join(self.path, MANIFEST_FILE)) as f:
try:
manifest.update(ast.literal_eval(f.read()))
except (ValueError, TypeError, SyntaxError, MemoryError, RecursionError) as e:
logger.error(f"Error loading manifest from file {self.path}/{MANIFEST_FILE}: {e}")
self._manifest = manifest
self.type = manifest['type']
self._entry_point = manifest['entry_point']
self.description = manifest['description']
self.version = manifest['version']
return manifest
def load(self, config) -> BaseModule:
if self._instance:
return self._instance
# check external dependencies are installed
def check_deps(deps, check):
for dep in deps:
if not len(dep):
# clear out any empty strings that a user may have erroneously added
continue
if not check(dep):
logger.error(f"Module '{self.name}' requires external dependency '{dep}' which is not available/setup. Have you installed the required dependencies for the '{self.name}' module? See the README for more information.")
exit(1)
def check_python_dep(dep):
# first check if it's a module:
try:
m = get_module_lazy(dep, suppress_warnings=True)
try:
# we must now load this module and set it up with the config
m.load(config)
return True
except:
logger.error(f"Unable to setup module '{dep}' for use in module '{self.name}'")
return False
except IndexError:
# not a module, continue
pass
return find_spec(dep)
check_deps(self.dependencies.get('python', []), check_python_dep)
check_deps(self.dependencies.get('bin', []), lambda dep: shutil.which(dep))
logger.debug(f"Loading module '{self.display_name}'...")
for qualname in [self.name, f'auto_archiver.modules.{self.name}']:
try:
# first import the whole module, to make sure it's working properly
__import__(qualname)
break
except ImportError:
pass
# then import the file for the entry point
file_name, class_name = self.entry_point.split('::')
sub_qualname = f'{qualname}.{file_name}'
__import__(f'{qualname}.{file_name}', fromlist=[self.entry_point])
# finally, get the class instance
instance: BaseModule = getattr(sys.modules[sub_qualname], class_name)()
if not getattr(instance, 'name', None):
instance.name = self.name
if not getattr(instance, 'display_name', None):
instance.display_name = self.display_name
self._instance = instance
# merge the default config with the user config
default_config = dict((k, v['default']) for k, v in self.configs.items() if v.get('default'))
config[self.name] = default_config | config.get(self.name, {})
instance.setup(config)
return instance
def __repr__(self):
return f"Module<'{self.display_name}' ({self.name})>"