Streaming Query and Transformation Debugging Dialogue Dataset
- Records
- 4566
- Size
- 0.5GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
This dataset contains multi-turn conversations in which users progressively provide streaming SQL, transformation logic, error messages, and expected results, along with query fragments and assistant responses. It focuses on diagnosing syntax and logic issues in real-time data pipeline development, capturing an iterative workflow from clarifying context to proposing revisions. It is suited to dialogue supervised fine-tuning, streaming development assistant training, and evaluation of SQL debugging and query repair capabilities.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| messages | array | The transcript parsed into an ordered sequence of user and assistant messages. |
| sql_fragments | array | SQL snippets extracted from the dialogue for debugging, review, or revision. |
| resolution_status | string | The outcome reflected in the dialogue, such as a proposed fix or an unresolved issue. |
| diagnostic_summary | string | A concise summary of the suspected syntax or logic issue and its relevant context. |
| dialogue_transcript | string | The complete conversation, including user-provided SQL, transformation logic, errors, expected results, and assistant responses. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the dataset contain?
- It contains multi-turn conversations about stream processing development, including user-provided SQL fragments, transformation logic, error messages, and expected results, as well as assistant diagnoses, clarification questions, and revision suggestions.
- Which capabilities can it support for training or evaluation?
- It can support dialogue supervised fine-tuning to help models interpret progressively supplied context, identify SQL syntax or logic issues, and suggest fixes. It can also be used to evaluate streaming query debugging and multi-turn problem-solving.
- Which structured fields are included?
- Fields include the complete dialogue transcript, ordered messages, SQL fragments extracted from the conversation, a diagnostic summary, and the resolution status. Check the product details and delivery documentation for sample availability and exact formats.
- How can I obtain the dataset and verify its license?
- Obtain the dataset through the product page or the provider's designated channel, and review the current license terms, permitted uses, and redistribution restrictions before use. Confirm that you have the necessary rights before commercial training or external distribution.
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Cite this Work
@dataset{Mobiusi2026,
title={Streaming Query and Transformation Debugging Dialogue Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/5039260ed7e364bd0bfbd8da4bf5d3ad?dataset_task_cate_id=8},
urldate={2026-10-22},
keywords={stream processing dialogue dataset,streaming SQL debugging,real-time data pipeline training data,SQL query repair,data transformation troubleshooting,multi-turn dialogue SFT,data engineering assistant training,streaming query debugging},
version={1.0}
}Using this in research? Please cite us.