Hugging Face's logo

Datasets:
ybkim95
/
teambench

Tasks:
Text Generation
Modalities:
Text
Formats:
json
Size:
< 1K
ArXiv:
Tags:
multi-agent
benchmark
software-engineering
teamwork
evaluation
llm-evaluation
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
teambench / tasks /EA4_code_quality /spec.md
han811's picture
han811
add task templates for rebuttal
7e760fb
preview code
|
Raw
History Blame Contribute Delete
2.22 kB

EA4: Code Quality — Fix Lint Violations

Goal

A Python application has code quality issues. Fix ruff and pylint violations to meet the quality targets, while preserving three intentional style choices documented below.

Quality Commands 

ruff check app/ 2>&1
pylint app/ 2>&1

Quality Targets

  • ruff check app/ reports 0 errors
  • pylint app/ score ≥ 9.0/10

Application Modules

  • app/processor.py — data processing: item processing, batch transformation, aggregation
  • app/helpers.py — utilities: data filtering, statistical computation, validation, routing
  • app/models.py — data model classes: DataRecord, DataCollection
  • app/compat.py — Python 2/3 compatibility shim

Intentional Style Choices (DO NOT CHANGE)

Three patterns in the codebase are intentional and must be preserved. Ruff/pylint will flag them — they should be suppressed with appropriate # noqa: comments rather than refactored.

Business Domain Constant

A numeric comparison in app/processor.py that implements a specific business threshold. The team has explicitly decided to keep this threshold visible inline rather than extracting it to a named constant — the inline value makes the business rule immediately readable. This triggers a PLR2004 (magic value) violation — suppress with # noqa: PLR2004.

Statistical Function Name

A long descriptive function name in app/helpers.py used for a public statistical API. The full name is required for mathematical clarity and API discoverability in the statistical analysis pipeline. This triggers a naming length violation — preserve the name as-is.

Compatibility Broad Exception

A bare except: clause in app/compat.py inside a Python 2/3 compatibility shim. This function must catch ALL exceptions to work correctly across both Python versions. Narrowing the exception type would break Python 2 compatibility. The # noqa: E722 suppression is already present — do not remove it or change the except clause.

Deliverables

  • 0 ruff violations (using # noqa: suppressions for the 3 intentional patterns)
  • pylint score ≥ 9.0/10
  • The 3 intentional patterns remain functionally unchanged