Travel Supplier Data Mapping Debugging Benchmark

#Code verification #Mapping logic debugging #Root cause analysis #Data transformation evaluation #Travel API aggregation #Supplier data integration #Data normalization #API integration

5600
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-05

AI Analysis & Value Prop

This benchmark includes travel supplier API responses, source code mapping them to a platform's unified data model, target model structures, and validation cases covering field mappings, enum conversions, and nested data handling. Validation results, issue findings, root cause explanations, and recommended fixes support systematic evaluation of a model's ability to verify mapping logic and diagnose defects. It is designed for cross-supplier data adaptation, integration testing, and mapping quality improvement in travel API aggregation.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
root_cause	string	Explanation of the underlying cause of mapping or validation failures.
recommended_fix	string	Suggested changes to the mapping implementation or related configuration to resolve identified issues.
validation_cases	string	Cases and expected outcomes for checking field mappings, enum conversions, and nested structures, serialized as JSON.
validation_status	string	Overall result of validating the supplier mapping against the target model and validation cases.
validation_summary	string	A concise summary of the checks performed and their outcomes.
mapping_source_code	string	Source code that maps a supplier API response to the platform's unified data model.
target_model_schema	string	The platform's unified target data model schema, serialized as JSON.
supplier_api_payload	string	A sample supplier API response used as input to the mapping implementation, serialized as JSON.
field_mapping_findings	string	Findings on missing, incorrect, or misdirected source-to-target field mappings.
enum_conversion_findings	string	Findings on invalid or incomplete conversions between supplier enum values and platform values.
nested_structure_findings	string	Findings on errors in accessing, transforming, or constructing nested response data.

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

Frequently Asked Questions

What data does the benchmark include?: It includes sample supplier API responses, mapping source code, the platform's unified target model schema, and validation cases. It also provides validation status, findings on field mappings and enum conversions, root cause explanations, and recommended fixes.

Which capabilities can it evaluate?: It is designed to evaluate code verification and debugging, including checking source-to-target field mappings, validating enum conversions and nested structure handling, and identifying the underlying causes of validation failures.

Is the dataset available in a fixed size or format?: The number of records depends on the product package. Sample supplier responses, target models, and validation cases are serialized as JSON; mapping source code and evaluation results are provided in their respective fields.

How can I obtain the data, and what licensing applies?: Use the download or delivery method listed on the product page and review the applicable license terms before use. For commercial projects, redistribution, or external publication, confirm the permitted uses and any restrictions on supplier data content.

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Cite this Work

@dataset{Mobiusi2026,
  title={Travel Supplier Data Mapping Debugging Benchmark},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/62e397f408fb8d1ff4861e4fe530198c},
  urldate={2026-10-26},
  keywords={travel API data mapping,supplier API debugging,travel data aggregation,API code verification,field mapping tests,enum conversion validation,nested structure debugging,root cause analysis benchmark},
  version={1.0}
}

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