mayurborkar / doctor_fees_with_dvc

From these project you can decide doctor fees, According to some parameter such as Qualification, Experience, Degree and Rating. The Entire Application Is Integrated With The DVC Tool.

Doctor Fees Prediction Using DVC

It is general file structure that can be used for DVC implementation.

STEPS -

STEP 01- Create a repository by using template repository or you can create the folder by using template.py

STEP 02- Clone the new repository

STEP 03- Create a conda environment after opening the repository in VSCODE & activate the env

conda create --prefix ./env python=3.7 -y

AND

conda activate ./env

OR

source activate ./env

STEP 04- Install the requirements

pip install -r requirements.txt

STEP 05- Initialize the dvc project

dvc init

Step 06- To add the data in dvc project

dvc add <data_path_with_extension>

STEP 07- To run python file or dvc stage

python src/<file_name_with_extension>

OR

dvc repro

Step 08- Commit The Code In Repository & Check The Ci-Cd pipeline

Step 09- To run the setup.py File

pip install -e .

Step 10- To run tox file

tox

Step 11- To run tox file after updating requirements.txt file

tox -r

Step 12- To create the package of your src file

python setup.py sdist bdist_wheel