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Tool Details

noWorkflow

noWorkflow is a tool that transparently captures provenance from Python scripts. It is non-intrusive and does not require any code instrumentation for its use.

Website:
https://github.com/gems-uff/noworkflow
Publication:
http://bigdata.poly.edu/~fchirigati/papers/murta-ipaw2014.pdf
Tags:
programming tool software package Python OS Support OS X: True Windows: True Linux: True Web-based: False Provenance Capture: True OS-Based: False Code-Based: True Workflow-Based: False Data-Based: False Representation: True Descriptive-Only: True Executable: False Note: noWorkflow creates a provenance graph from the execution that can be analyzed. Provenance can also be analyzed by differing multiple executions, or using inference queries. Replicability: False Modifiability: False Portability: Low Longevity: True Archiving: True Upgrading: False Note: All the files, Python dependencies, and parameters are stored. Document linkage: False Experiment sharing: False