# Copyright (C) 2019-2020 Intel Corporation # # SPDX-License-Identifier: MIT import argparse from enum import Enum from datumaro.components.project import Project from datumaro.util.image import load_image TargetKinds = Enum('TargetKinds', ['project', 'source', 'external_dataset', 'inference', 'image']) def is_project_name(value, project): return value == project.config.project_name def is_project_path(value): if value: try: Project.load(value) return True except Exception: pass return False def is_project(value, project=None): if is_project_path(value): return True elif project is not None: return is_project_name(value, project) return False def is_source(value, project=None): if project is not None: try: project.get_source(value) return True except KeyError: pass return False def is_external_source(value): return False def is_inference_path(value): return False def is_image_path(value): try: return load_image(value) is not None except Exception: return False class Target: def __init__(self, kind, test, is_default=False, name=None): self.kind = kind self.test = test self.is_default = is_default self.name = name def _get_fields(self): return [self.kind, self.test, self.is_default, self.name] def __str__(self): return self.name or str(self.kind) def __len__(self): return len(self._get_fields()) def __iter__(self): return iter(self._get_fields()) def ProjectTarget(kind=TargetKinds.project, test=None, is_default=False, name='project name or path', project=None): if test is None: test = lambda v: is_project(v, project=project) return Target(kind, test, is_default, name) def SourceTarget(kind=TargetKinds.source, test=None, is_default=False, name='source name', project=None): if test is None: test = lambda v: is_source(v, project=project) return Target(kind, test, is_default, name) def ExternalDatasetTarget(kind=TargetKinds.external_dataset, test=is_external_source, is_default=False, name='external dataset path'): return Target(kind, test, is_default, name) def InferenceTarget(kind=TargetKinds.inference, test=is_inference_path, is_default=False, name='inference path'): return Target(kind, test, is_default, name) def ImageTarget(kind=TargetKinds.image, test=is_image_path, is_default=False, name='image path'): return Target(kind, test, is_default, name) def target_selector(*targets): def selector(value): for (kind, test, is_default, _) in targets: if (is_default and (value == '' or value is None)) or test(value): return (kind, value) raise argparse.ArgumentTypeError('Value should be one of: %s' \ % (', '.join([str(t) for t in targets]))) return selector