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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