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# coding: utf-8 # Copyright (c) 2016, 2020, Oracle and/or its affiliates. All rights reserved. from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401 from oci.decorators import init_model_state_from_kwargs @init_model_state_from_kwargs class ModelProvenance(object): """ Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development environment in which the model was trained. """ def __init__(self, **kwargs): """ Initializes a new ModelProvenance object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class): :param repository_url: The value to assign to the repository_url property of this ModelProvenance. :type repository_url: str :param git_branch: The value to assign to the git_branch property of this ModelProvenance. :type git_branch: str :param git_commit: The value to assign to the git_commit property of this ModelProvenance. :type git_commit: str :param script_dir: The value to assign to the script_dir property of this ModelProvenance. :type script_dir: str :param training_script: The value to assign to the training_script property of this ModelProvenance. :type training_script: str """ self.swagger_types = { 'repository_url': 'str', 'git_branch': 'str', 'git_commit': 'str', 'script_dir': 'str', 'training_script': 'str' } self.attribute_map = { 'repository_url': 'repositoryUrl', 'git_branch': 'gitBranch', 'git_commit': 'gitCommit', 'script_dir': 'scriptDir', 'training_script': 'trainingScript' } self._repository_url = None self._git_branch = None self._git_commit = None self._script_dir = None self._training_script = None @property def repository_url(self): """ Gets the repository_url of this ModelProvenance. For model reproducibility purposes. URL of the git repository associated with model training. :return: The repository_url of this ModelProvenance. :rtype: str """ return self._repository_url @repository_url.setter def repository_url(self, repository_url): """ Sets the repository_url of this ModelProvenance. For model reproducibility purposes. URL of the git repository associated with model training. :param repository_url: The repository_url of this ModelProvenance. :type: str """ self._repository_url = repository_url @property def git_branch(self): """ Gets the git_branch of this ModelProvenance. For model reproducibility purposes. Branch of the git repository associated with model training. :return: The git_branch of this ModelProvenance. :rtype: str """ return self._git_branch @git_branch.setter def git_branch(self, git_branch): """ Sets the git_branch of this ModelProvenance. For model reproducibility purposes. Branch of the git repository associated with model training. :param git_branch: The git_branch of this ModelProvenance. :type: str """ self._git_branch = git_branch @property def git_commit(self): """ Gets the git_commit of this ModelProvenance. For model reproducibility purposes. Commit ID of the git repository associated with model training. :return: The git_commit of this ModelProvenance. :rtype: str """ return self._git_commit @git_commit.setter def git_commit(self, git_commit): """ Sets the git_commit of this ModelProvenance. For model reproducibility purposes. Commit ID of the git repository associated with model training. :param git_commit: The git_commit of this ModelProvenance. :type: str """ self._git_commit = git_commit @property def script_dir(self): """ Gets the script_dir of this ModelProvenance. For model reproducibility purposes. Path to model artifacts. :return: The script_dir of this ModelProvenance. :rtype: str """ return self._script_dir @script_dir.setter def script_dir(self, script_dir): """ Sets the script_dir of this ModelProvenance. For model reproducibility purposes. Path to model artifacts. :param script_dir: The script_dir of this ModelProvenance. :type: str """ self._script_dir = script_dir @property def training_script(self): """ Gets the training_script of this ModelProvenance. For model reproducibility purposes. Path to the python script or notebook in which the model was trained.\" :return: The training_script of this ModelProvenance. :rtype: str """ return self._training_script @training_script.setter def training_script(self, training_script): """ Sets the training_script of this ModelProvenance. For model reproducibility purposes. Path to the python script or notebook in which the model was trained.\" :param training_script: The training_script of this ModelProvenance. :type: str """ self._training_script = training_script def __repr__(self): return formatted_flat_dict(self) def __eq__(self, other): if other is None: return False return self.__dict__ == other.__dict__ def __ne__(self, other): return not self == other