noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python']Python Scripts

被引：39

作者：

Pimentel, Joao Felipe ^{[1
]}

Murta, Leonardo ^{[1
]}

Braganholo, Vanessa ^{[1
]}

Freire, Juliana ^{[2
]}

机构：

[1] Univ Fed Fluminense, Niteroi, RJ, Brazil

[2] NYU, New York, NY 10003 USA

来源：

PROCEEDINGS OF THE VLDB ENDOWMENT | 2017年 / 10卷 / 12期

基金：

美国国家科学基金会;

关键词：

D O I：

10.14778/3137765.3137789

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We present noWork flow, an open-source tool that systematically and transparently collects provenance from Python scripts, including data about the script execution and how the script evolves over time. During the demo, we will show how noWork flow collects and manages provenance, as well as how it supports the analysis of computational experiments. We will also encourage attendees to use noWork flow for their own scripts.

引用

页码：1841 / 1844

页数：4

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