def assign(self, value, wait: bool = False) -> None:
"""Assign values to multiple fields from a dictionary.
You can use this method to log multiple pieces of information with one command.
Args:
value (dict): A dictionary with values to assign, where keys become the paths of the fields.
The dictionary can be nested - in such case the path will be a combination of all keys.
wait (bool, optional): If `True` the client will first wait to send all tracked metadata to the server.
This makes the call synchronous. Defaults to `False`.
Examples:
>>> import neptune.new as neptune
>>> project = neptune.init_project(name="MY_WORKSPACE/MY_PROJECT")
>>> # Assign multiple fields from a dictionary
... general_info = {"brief": URL_TO_PROJECT_BRIEF, "deadline": "2049-06-30"}
>>> project["general"] = general_info
>>> # You can always log explicitly parameters one by one
... project["general/brief"] = URL_TO_PROJECT_BRIEF
>>> project["general/deadline"] = "2049-06-30"
>>> # Dictionaries can be nested
... general_info = {"brief": {"url": URL_TO_PROJECT_BRIEF}}
>>> project["general"] = general_info
>>> # This will log the url under path "general/brief/url"
You may also want to check `assign docs page`_.
.. _assign docs page:
https://docs.neptune.ai/api-reference/project#.assign
"""
return AttributeContainer.assign(self, value=value, wait=wait)
def assign(self, value, wait: bool = False) -> None:
"""Assign values to multiple fields from a dictionary.
You can use this method to quickly log all run's parameters.
Args:
value (dict): A dictionary with values to assign, where keys become the paths of the fields.
The dictionary can be nested - in such case the path will be a combination of all keys.
wait (bool, optional): If `True` the client will first wait to send all tracked metadata to the server.
This makes the call synchronous. Defaults to `False`.
Examples:
>>> import neptune.new as neptune
>>> run = neptune.init_run()
>>> # Assign multiple fields from a dictionary
... params = {"max_epochs": 10, "optimizer": "Adam"}
>>> run["parameters"] = params
>>> # You can always log explicitly parameters one by one
... run["parameters/max_epochs"] = 10
>>> run["parameters/optimizer"] = "Adam"
>>> # Dictionaries can be nested
... params = {"train": {"max_epochs": 10}}
>>> run["parameters"] = params
>>> # This will log 10 under path "parameters/train/max_epochs"
You may also want to check `assign docs page`_.
.. _assign docs page:
https://docs.neptune.ai/api-reference/run#.assign
"""
return AttributeContainer.assign(self, value=value, wait=wait)