Gotraffic Backend

F 47 completed
Api
web_app / python · small
50
Files
3,489
LOC
2
Frameworks
3
Languages

Pipeline State

completed
Run ID
#370262
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
48.59
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #54293
Member of a group with 5 similar repo(s) — canonical #64114 view group →
Top concepts (1)
Web Backend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

AI Prompt

I need a backend API built using Python that can manage and retrieve traffic data. The API should be RESTful and use FastAPI for the framework, and SQLAlchemy for database interactions. It needs to be structured as a web application. Please ensure the setup includes necessary files like `requirements.txt` and handles the core logic for traffic data management.
python fastapi sqlalchemy restful-api web-app data-management
Generated by gemma4:latest

Catalog Information

Provides a RESTful API for managing and retrieving traffic data for developers and traffic analysis tools.

Description

This backend service exposes a set of HTTP endpoints that allow clients to create, read, update, and delete traffic records. It uses a PostgreSQL database to persist real‑time and historical traffic metrics, and FastAPI to deliver low‑latency responses. The API validates incoming data with Pydantic models and handles database interactions through SQLAlchemy ORM. Target users include developers building navigation or logistics applications, data analysts studying traffic patterns, and city planners integrating live traffic feeds. The service solves the need for a reliable, scalable, and well‑documented traffic data layer that can be consumed by front‑end apps or other microservices.

الوصف

يُقدِّم هذا المشروع واجهة برمجية HTTP تسمح للعميل بإجراء عمليات إنشاء، قراءة، تحديث، وحذف سجلات المرور. يتم تخزين البيانات في قاعدة PostgreSQL لضمان استقرار وتوافر المعلومات التاريخية واللحظية للمرور. تُستخدم مكتبة FastAPI لتقديم استجابات سريعة وموثوقة، بينما تُعنى مكتبة Pydantic بالتحقق من صحة البيانات قبل تخزينها. تُعالج عمليات قاعدة البيانات عبر ORM SQLAlchemy، ما يسهِّل التفاعل مع الجداول دون الحاجة لكتابة استعلامات SQL يدوياً. يستهدف المطورين الذين يبنون تطبيقات الملاحة أو الخدمات اللوجستية، وكذلك محللي البيانات الذين يدرسون أنماط الحركة المرورية، ومخططي المدن الذين يحتاجون إلى تدفقات مرور حية. يوفِّر هذا الحل طبقة بيانات مرورية موثوقة وقابلة للتوسع، وتُحل مشكلة نقص واجهات برمجية موحدة للمرور، مع توفير وثائق واضحة وسهولة التكامل مع الأنظمة الأخرى.

Novelty

5/10

Tags

traffic-data real-time-monitoring data-storage analytics routing

Technologies

fastapi pydantic sqlalchemy uvicorn

Claude Models

claude-opus-4.6

Quality Score

F
47.3/100
Structure
34
Code Quality
79
Documentation
13
Testing
0
Practices
65
Security
92
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 264 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

7.1h
Tech Debt (D)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (17)
Repobility · open methodology · https://repobility.com/research/
Unknown
License
2.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
84.4%
html
15.3%
text
0.3%

Frameworks

FastAPI SQLAlchemy

Concepts (1)

Scored by Repobility's multi-pass pipeline · https://repobility.com
CategoryNameDescriptionConfidence
Repobility · code-quality intelligence platform · https://repobility.com
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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