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data / register.py
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import inspect
import os
import importlib
import inspect
from . import blocks
from .artifact import Artifact
from .utils import Singleton
def register_blocks():
# Iterate over every object in the blocks module
for name, obj in inspect.getmembers(blocks):
# Make sure the object is a class
if inspect.isclass(obj):
# Make sure the class is a subclass of Artifact (but not Artifact itself)
if issubclass(obj, Artifact) and obj is not Artifact:
Artifact.register_class(obj)
# Usage
non_registered_files = ['__init__.py', 'artifact.py', 'utils.py', 'register.py', 'metric.py', 'dataset.py', 'blocks.py']
def _register_all_artifacts():
dir = os.path.dirname(__file__)
file_name = os.path.basename(__file__)
for file in os.listdir(dir):
if file.endswith('.py') and file not in non_registered_files and file != file_name:
module_name = file.replace('.py', '')
module = importlib.import_module('.' + module_name, __package__)
for name, obj in inspect.getmembers(module):
# Make sure the object is a class
if inspect.isclass(obj):
# Make sure the class is a subclass of Artifact (but not Artifact itself)
if issubclass(obj, Artifact) and obj is not Artifact:
Artifact.register_class(obj)
class ProjectArtifactRegisterer():
def __init__(self):
if not hasattr(self, '_registered'):
self._registered = False
if not self._registered:
_register_all_artifacts()
self._registered = True
def register_all_artifacts():
ProjectArtifactRegisterer()