LDMLogger

Class LDMLogger contains methods for working with LDM framework.

Methods:

def init(self, user_token, project_id=None, server_url="http://localhost:5000", root_dir=Path(os.getcwd()).parent, should_upload_sources = False)

Creates new instance of class LDMLogger

def start_run(self, comment = "", git_commit_url = "" ):

Starts a new run

def log(self, body):

Logs message msg to server.

def finish_run(self):

Finish the current run.

def validate(self, results, dataset_type="Train"):

Validate on dataset.

def upload_file(self, file_name, comment = ""):

Uploads file (file_name) to the logging server and attaches it to the current run.

def add_project(self, name, project_type, description=""):

Adding project.

def upload_dataset(self, path_to_dataset,dataset_type_in="Train"):

Uploads dataset to server.

def upload_sources(self):

Creates a .zip of root_dir and uploads it to the LDM server.

def download_dataset(self, path="", dataset_type_in="Train"):

Downloads dataset from server.

def save_colab_notebook_history_to_file(self, file_name):

Creates new notebook containing history of all executed cells of the current notebook.

Change log

[0.0.1] - 2020-12-09

[0.0.3] - 2021-02-10

[0.0.4] - 2021-02-12

Added

• Functions for
  • dataset upload
  • dataset download
  • project creation
  • result validation on a specific dataset

Changed

• changed package structure (only one package (logger) is uploaded)
• removed all examples from package logger
• class LDMLogger has package visibility

Removed

[0.0.6] - 2021-02-17

Changed

• start_run does not upload sources by default

[0.0.7] - 2021-03-19

Added

• Function to save notebook

[0.0.8] - 2021-03-20

Removed

• N/A

Changed

• Updated readme and docs

Added

• N/A