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get_schema

Syntologyentry name in harvested coderead from the graph 2026-09-24

get_schema appears in the code Syntology harvested for 16 papers, as 6 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named get_schema do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 3 of the 6 distinct code bodies named get_schema; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
3unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 17 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

16 papers shown of 16, newest first; 17 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology; 3 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
The Nuts and Bolts of Natural Language to SQL Translation: A Systematic Analysis of Model Pipeline Optimisation Approaches and their Interactions added by Syntology 2026-07 (from id) ygan/NatSQL/natsql2sql/process_sql.py 58c07f808a94f086 ran no licence file found · pointer only
When Does Restricting a Coding Agent to execute_code Help? A Regime × Agent-Design Ablation added by Syntology 2026-07 (from id) hyang0129/onlycodes/exec_server/mcp_bridge.py 90ec49144634c656 unverified no licence file found · pointer only
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling 20 May 2025 Songjw133/JOLT-SQL/test_suite_sql_eval/process_sql.py 0992d2a47ae733fa ran fingerprinted Apache-2.0 (permissive)
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning 2025-04 (from id) IDEA-FinAI/SQL-R1/src/evaluations/spider1_evaluations/src/process_sql.py 0992d2a47ae733fa ran fingerprinted Apache-2.0 (permissive)
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL 15 Aug 2024 LancelotXWX/MAG-SQL/evaluation/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs 18 Jun 2024 dakingrai/ood-generalization-semantic-boundary-techniques/evaluations/src/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
CodeS: Towards Building Open-source Language Models for Text-to-SQL 26 Feb 2024 ruckbreasoning/codes/schema_item_filter.py 56e8906d4b412b25 ran Apache-2.0 (permissive)
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought 26 Oct 2023 x-lance/text2sql-gpt/eval/process_sql.py 0992d2a47ae733fa ran fingerprinted no licence file found · pointer only
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation 15 Jun 2023 ruc-datalab/zeronl2sql/get_colval_map.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
StructGPT: A General Framework for Large Language Model to Reason over Structured Data 16 May 2023 rucaibox/structgpt/process_sql.py 0992d2a47ae733fa ran fingerprinted Apache-2.0 (permissive)
Natural Language to Code Translation with Execution 25 Apr 2022 facebookresearch/mbr-exec/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations 2 Jun 2021 rhythmcao/text2sql-lgesql/process_sql.py 0992d2a47ae733fa ran fingerprinted Apache-2.0 (permissive)
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers 10 Nov 2019 Microsoft/rat-sql/ratsql/datasets/spider_lib/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
arXiv:2025.emnlp-main.178 jieshi10/orm-sql/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
arXiv:2024.emnlp-main.901 jiangpw41/TKGT/code_example/KGs/get_empty_kg_by_name.py 1565a27f2926d976 unverified Apache-2.0 (permissive)
arXiv:2020.emnlp-main.564 WING-NUS/slsql/model/process_sql.py 0992d2a47ae733fa ran fingerprinted MIT (permissive)
arXiv:2020.emnlp-main.564 WING-NUS/slsql/script/gen_sql_seq.py 0ba8ba9ce1519528 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections