Bloomberg Hana Integration

D 51 completed
Api
web_app / python · tiny
32
Files
6,139
LOC
0
Frameworks
5
Languages

Pipeline State

completed
Run ID
#365410
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
62.76
Framework unique
Isolation
Last stage change
2026-05-10 03:35:17
Deduplication group #50464
Member of a group with 3 similar repo(s) — canonical #92463 view group →
Top concepts (2)
Project DescriptionData/ML
Repobility — the code-quality scanner for AI-generated software · https://repobility.com

AI Prompt

Create a Python-based web application that acts as a Bloomberg Data Ingestion Service. The service needs to fetch financial data from the Bloomberg Data License API using OAuth2 authentication and store it in an SAP HANA Cloud database. Please implement comprehensive features including automatic retry logic with exponential backoff (for up to 3 attempts), real-time email notifications via SendGrid, and thorough data validation checks. The application should expose RESTful API endpoints for triggering and monitoring the ingestion process, and it must also track execution metadata in dedicated logging tables and save some metadata to JSON files.
python flask bloomberg sap_hana api data-ingestion oauth2 email web-app
Generated by gemma4:latest

Catalog Information

The Bloomberg Data Ingestion Service fetches financial data from the Bloomberg Data License API and stores it in SAP HANA Cloud, providing comprehensive execution logging, retry logic, email notifications, and data validation.

Description

This service is a Flask-based application that fetches financial data from the Bloomberg API using OAuth2 authentication. It stores the data in SAP HANA Cloud with duplicate detection and tracks execution metadata in dedicated logging tables. The service also provides RESTful API endpoints for triggering and monitoring ingestion, saves execution metadata to JSON files for quick access, and includes automatic retry logic with exponential backoff, real-time email notifications via SendGrid, comprehensive data validation, and new entries tracking for dashboard monitoring.

الوصف

هذا الخدمة هي تطبيق Flask-مستندة يجمع البيانات المالية من API Bloomberg باستخدام التوثيق OAuth2. يتم تخزين البيانات في SAP HANA Cloud مع اكتشاف التكرار وتبقى سجلات تنفيذ متوفرة في جداول تسجيل مخصصة. كما يقدم الخدمة نقاط الوصول RESTful API لتشغيل وتحديد الحالة، ويخزن بيانات التنفيذ إلى ملفات JSON للوصول السريع، ويشمل منطق إعادة المحاولة التلقائية مع انكماش استباقي، إخطارات بريدية حية عبر SendGrid، التحقق الشامل من البيانات، وتبقى سجلات جديدة لمراقبة لوحة.

Novelty

7/10

Tags

financial-data-ingestion bloomberg-api sap-hana-cloud oauth2-authentication data-validation retry-logic email-notifications

Technologies

click numpy pandas scikit-learn scipy

Claude Models

claude-sonnet-4.5 claude (unknown version)

Quality Score

D
51.2/100
Structure
43
Code Quality
62
Documentation
63
Testing
0
Practices
62
Security
84
Dependencies
60

Strengths

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

Weaknesses

  • 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
  • 5 bare except/catch blocks swallowing errors
  • 446 duplicate lines detected \u2014 consider DRY refactoring
  • 1 'god files' with >500 LOC need decomposition

Recommendations

  • 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)
  • Replace bare except/catch blocks with specific exception types

Security & Health

6.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility analyzer · published findings · https://repobility.com
Unknown
License
4.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
61.0%
markdown
24.2%
json
12.5%
sql
1.9%
text
0.4%

Frameworks

None detected

Concepts (2)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
auto_descriptionProject DescriptionBranch: data-ingestion80%
auto_categoryData/MLdata-ml70%

Quality Timeline

1 quality score recorded.

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