Mrpipeline
C+ 73 completed
Other
containerized / r · small
74
Files
6,185
LOC
0
Frameworks
4
Languages
Pipeline State
completedRun ID
#587027Phase
doneProgress
0%Started
2026-04-14 13:15:20Finished
2026-04-14 13:15:20LLM tokens
0Partial failures: REPORT_GENERATION: [Errno 13] Permission denied: '/tank0'
Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
34.31Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:57Deduplication group #51636
Member of a group with 37 similar repo(s) — canonical #1208548 view group →
Top concepts (4)
testingFile ManagementTestingUser Management
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
AI Prompt
I want to build a containerized R project pipeline. The project structure should include necessary components like a `Dockerfile` and a `.devcontainer` setup for easy development. I need the core logic to reside in an R package structure, utilizing files within `R/` and potentially managing dependencies via `NAMESPACE`. Please ensure the project is well-documented with a `README.md` and includes necessary YAML files for configuration, like those for R package building or CI/CD.
r containerization r-package devcontainer rstudio build data-pipeline
Generated by gemma4:latest
Catalog Information
I want to build a containerized R project pipeline. The project structure should include necessary components like a Dockerfile and a .devcontainer setup for easy development. I need the core logic to reside in an R package structure, utilizing files within R/ and potentially managing dependencies via NAMESPACE. Please ensure the project is well-documented with a README.md and includes necessary YAML files for configuration, like those for R package building or CI/CD.
Tags
r containerization r-package devcontainer rstudio build data-pipeline
Quality Score
C+
72.7/100
Structure
70
Code Quality
70
Documentation
55
Testing
75
Practices
78
Security
100
Dependencies
50
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (43% test-to-source ratio)
- Consistent naming conventions (snake_case)
- Good security practices — no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- 417 duplicate lines detected — consider DRY refactoring
- 2 'god files' with >500 LOC need decomposition
Recommendations
- Add a linter configuration to enforce code style consistency
Security & Health
28.3h
Tech Debt (E)
High
DORA Rating
A
OWASP (100%)
FAIL
Quality Gate
Repobility · code-quality intelligence · https://repobility.com
26.5%
Duplication
Languages
Frameworks
None detected
Concepts (4)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 7 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | User Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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