The Reproducible Benchmark Client is the command line user interface for the Reproducible Open Benchmarks for Data Analysis Platform (ROB). The command line interface interacts with a ROB Web API to create, access, and manipulate users, benchmark submissions and benchmark runs.
NOTE: The rob client command line interface has now been integrated with the flowserv command line interface in the [flowserv-core repository](https://github.com/scailfin/flowserv-core). This repository is depreciated and is no longer mainatined.
The following installation instructions assume that you install all packages in a local folder ~/projects/rob.
# -- Change the working directory
cd ~/projects/rob
The Reproducible Open Benchmarks platform is implemented in Python. We recommend using a virtual environment for the installation.
# -- Create a new virtual environment
virtualenv venv
# -- Activate the virtual environment
source venv/bin/activate
The ROB Client requires the flowserv
package as well as a Web API Server. The following steps will install the ROB client and all required packages:
git clone git@github.com:scailfin/flowserv-core.git
pip install -e rob-core
git clone git@github.com:scailfin/rob-client.git
pip install -e rob-client
The primary configuration parameters are defined in the ROB Configuration documentation. In particular, the environment variables FLOWSERV_API_HOST, FLOWSERV_API_PORT, and FLOWSERV_API_PATH are used to define the base URL for the API that is used for client requests. Three additional environment variables are defined by the client:
- ROB_ACCESS_TOKEN: Access token for the user obtained after authentication
- ROB_BENCHMARK: Identifier of the default benchmark
- ROB_SUBMISSION: Identifier of the default submission
To get an overview of the commands that are available via the command line interface use rob --help
.
Usage: rob [OPTIONS] COMMAND [ARGS]...
Options:
--raw Show raw (JSON) response
--help Show this message and exit.
Commands:
benchmarks Add and remove benchmarks.
files Upload, download, list and delete submission files.
login Login to to obtain access token.
logout Logout from current user session.
pwd Reset user password.
register Register a new user.
runs Create, query and delete submission runs.
submissions Create, modify, query and delete benchmark submissions.
users List all registered users.
whoami Print name of current user.
For more detailed examples of how to use the ROB Client please have a look at the documentation in the demo repositories Hello World Demo and Number Predictor Demo.