Foofah: A Programming-By-Example System for Synthesizing Data Transformation Programs
Summary: Programming-by-example system for synthesizing data transformation programs. Foofah requires only a small input-output example; it synthesizes a transformation program to automate real-world data wrangling tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,244 | Towards Benchmarking Feature Type Inference for AutoML Platforms | 2021 | SIGMOD | 5.6021738e-05 |
| 6,552 | How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses | 2024 | VLDB | 5.0109216e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 112 | Potter's Wheel: An Interactive Data Cleaning System | 2001 | VLDB | 0.00047010908 |
| 1,266 | Foofah: Transforming Data By Example | 2017 | SIGMOD | 0.00012921038 |
| 3,233 | Learning Semantic String Transformations from Examples | 2012 | VLDB | 7.331883e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,700 | Efficient development of data migration transformations | 2004 | SIGMOD | - |
| 2,100 | Predictive Interaction for Data Transformation | 2015 | CIDR | 9.5410186e-05 |
| 5,938 | DataXFormer: Leveraging the Web for Semantic Transformations | 2015 | CIDR | 5.2605665e-05 |
| 5,279 | Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples | 2023 | VLDB | 5.5851818e-05 |
| 1,067 | Data-Driven Understanding and Refinement of Schema Mappings | 2001 | SIGMOD | 0.00014320456 |
| 2,035 | Generating Example Data for Dataflow Programs | 2009 | SIGMOD | 9.7131385e-05 |
| 3,483 | Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations | 2018 | VLDB | 7.0493668e-05 |
| 4,691 | DataXFormer: An Interactive Data Transformation Tool | 2015 | SIGMOD | 5.9876184e-05 |
| 11,896 | Synthesizing Data Programs | 2015 | CIDR | 4.1905499e-05 |
| 1,266 | Foofah: Transforming Data By Example | 2017 | SIGMOD | 0.00012921038 |