Pyjpx Etf
B+ 86 completed
Library
unknown / python · tiny
33
Files
2,400
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#366736Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
27.75Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47778
Member of a group with 1 similar repo(s) — canonical #22814 view group →
Top concepts (2)
Project DescriptionTesting
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
AI Prompt
Create a beginner-friendly Python library that fetches JPX ETF portfolio composition (PCF) data. The core functionality should allow users to initialize an ETF object using a ticker (like "1306") and then provide methods to print the ETF's name, view the top 5 holdings, and generate a full DataFrame of holdings with weights. Also, include functionality to configure the request timeout and delay. Please ensure the project structure is ready for testing using pytest.
python library finance data-fetching etf pypi pytest
Generated by gemma4:latest
Catalog Information
This project provides a simple way to fetch JPX ETF portfolio composition data for beginners.
Description
pyjpx-etf is a clean and beginner-friendly Python library that allows users to easily retrieve JPX ETF portfolio composition (PCF) data. The library uses pandas to handle the data, making it easy to work with. This project is ideal for those who need to access JPX ETF data in their projects.
الوصف
هذا المشروع يقدم طريقة بسيطة ومريحة للبرمجة لتحميل البيانات المالية للمؤشرات الإي تي إف اليابانية (JPX ETF). يعتمد هذا البرنامج على مكتبة pandas لتعامل البيانات، مما يجعلها سهلة الاستخدام. هذا المشروع مناسب للمطورين الذين يحتاجون إلى الوصول إلى بيانات المؤشرات الإي تي إف في مشاريعهم.
Novelty
5/10Tags
etf portfolio-composition-data jpx data-fetching pandas
Technologies
pandas
Claude Models
claude-opus-4.6
Quality Score
B+
85.5/100
Structure
83
Code Quality
100
Documentation
73
Testing
70
Practices
83
Security
100
Dependencies
60
Strengths
- Good test coverage (125% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Low average code complexity \u2014 well-structured code
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- No CI/CD configuration \u2014 manual testing and deployment
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
Security & Health
4.1h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (4)
Repobility — same analyzer, your code, free for public repos · /scan/
MIT
License
0.0%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility · code-quality intelligence · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A clean, beginner-friendly Python library for fetching JPX ETF portfolio composition (PCF) data. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Embed Badge
Add to your README:
