Research repository for the EasyLink ER ecosystem project.
Project description
EasyLink is a framework that allows users to build and run highly configurable entity resolution (ER) pipelines.
Installation
There are a few things to install in order to use this package:
Install singularity. If this is not already installed on your system, you will likely need to request it from your system admin. Refer to https://docs.sylabs.io/guides/4.1/admin-guide/installation.html
Install graphviz via
> conda install graphviz
Install EasyLink via
> pip install easylink
OR
> cd <path/to/repositories/>
> git clone git@github.com:ihmeuw/easylink.git
> # OR git clone https://github.com/ihmeuw/easylink.git
> cd easylink
> pip install .
Quickstart
To run a pipeline, use easylink run from the command line and pass in the paths to both a pipeline specification and an input data specification:
> easylink run -p <PIPELINE-SPECIFICATION> -i <INPUT-DATA-SPECIFICATION>
There are several other optional arguments to easylink run as well; for help, use easylink run –help
Note that a schematic of the pipeline’s directed acyclic graph (DAG) that is run is automatically generated. If this schematic is desired _without_ actually running the pipeline, use easylink generate-dag:
> easylink generate-dag -p <PIPELINE-SPECIFICATION> -i <INPUT-DATA-SPECIFICATION>
As before, refer to easylink generate-dag –help for information on other options.
Requirements
TBD
Documentation
TBD
Project details
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