Snakes on a Plan: Compiling Python Functions into Plain SQL Queries
Summary: ByePy compiles Python functions with arbitrary control flow into plain recursive SQL:1999 queries, allowing a single database query to run the entire function. Single-query execution eliminates Python-DB back-and-forth and yields up to 10x speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Name withheld (University of Tübingen)
- 2. Name withheld (University of Tübingen)
- 3. Name withheld (University of Tübingen)
BibTeX Citation
@inproceedings{withheld_sigmod22,
title = {{Snakes on a Plan: Compiling Python Functions into Plain SQL Queries}},
author = {withheld, Name and withheld, Name and withheld, Name},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3520175},
url = {https://dl.acm.org/doi/10.1145/3514221.3520175},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,302 | Efficient and Portable Einstein Summation in SQL | 2023 | SIGMOD | 6.6754218e-05 |
| 6,747 | Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine | 2025 | SIGMOD | 5.6883491e-05 |
| 7,988 | Efficient Execution of User-Defined Functions in SQL Queries | 2023 | VLDB | 5.4105672e-05 |
| 9,645 | QURE: AI-Assisted and Automatically Verified UDF Inlining | 2025 | SIGMOD | 5.1437878e-05 |
| 10,229 | SQL Engines Excel at the Execution of Imperative Programs | 2024 | VLDB | 5.054828e-05 |
| 11,129 | Ultraverse: An Efficient What-if Analysis Framework for Software Applications Interacting with Database Systems | 2025 | SIGMOD | 4.9769913e-05 |
| 11,608 | Hardware-Efficient Data Imputation through DBMS Extensibility | 2024 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 896 | Froid: Optimization of Imperative Programs in a Relational Database | 2018 | VLDB | 0.00013203085 |
| 1,143 | The POSTGRES Data Model | 1987 | VLDB | 0.00011842018 |
| 2,707 | Compiling PL/SQL Away | 2020 | CIDR | 8.1073034e-05 |
| 2,994 | Extracting Equivalent SQL from Imperative Code in Database Applications | 2016 | SIGMOD | 7.7685417e-05 |
| 3,195 | One WITH RECURSIVE is Worth Many GOTOs | 2021 | SIGMOD | 7.546228e-05 |
| 5,906 | PL/SQL Without the PL | 2020 | SIGMOD | 5.9495255e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,796 | Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling | 2021 | VLDB |
| 2 | 6,215 | YeSQL: "You extend SQL" with Rich and Highly Performant User-Defined Functions in Relational Databases | 2022 | VLDB |
| 3 | 8,681 | Adaptive Code Generation for Data-Intensive Analytics | 2021 | VLDB |
| 4 | 10,051 | YeSQL: Rich User-Defined Functions without the Overhead | 2022 | VLDB |
| 5 | 10,229 | SQL Engines Excel at the Execution of Imperative Programs | 2024 | VLDB |
| 6 | 4,526 | Just-in-time compilation for SQL query processing | 2013 | VLDB |
| 7 | 3,195 | One WITH RECURSIVE is Worth Many GOTOs | 2021 | SIGMOD |
| 8 | 5,906 | PL/SQL Without the PL | 2020 | SIGMOD |
| 9 | 5,720 | Accelerating Python UDFs in Vectorized Query Execution | 2022 | CIDR |
| 10 | 2,707 | Compiling PL/SQL Away | 2020 | CIDR |