Update config.yaml Update secrets.yaml [Optional] Update params.yaml Update the entity Update the configuration manager in src config. Update the components Update the pipeline Test run pipeline stage run tox for testing your package Update the dvc.yaml run "dvc repro" for running all the stages in pipeline img
STEP 1: Set the env variable | Get it from dagshub -> remote tab -> mlflow tab
MLFLOW_TRACKING_URI= #https://dagshub.com/c17hawke/FSDS_NOV_deepCNNClassifier.mlflow MLFLOW_TRACKING_USERNAME=danishcyber-star MLFLOW_TRACKING_PASSWORD=<> \
STEP 2: install mlflow
STEP 3: Set remote URI
STEP 4: Use context manager of mlflow to start run and then log metrics, params and model
Sample data for testing- #https://raw.githubusercontent.com/c17hawke/raw_data/main/sample_data.zip