The command docker compose is responsible for building and execution the pipeline.
docker compose up <command> <--no-deps>The available commands are listed below:
acquire: Download datasets, and merge into single file.process: Adjust format and schema of acquired files.train_model: Creates a splink model.linkage: Performs the linkage between datasets;jupyter: Jupyter server used to execute ml notebooks. Check EnsembleModels for more information.
The flag --no-deps can be used to execute process, train_model and linkage services solo, since they are dependent on the previous (e.g. process depends on acquire).