SolSolAutomazione/project_structure.md

Pyranometer Data Analysis System - Project Structure

Core Components

1. Configuration & Setup

• config/ - Configuration files
• requirements/ - Dependencies and setup scripts

2. Data Processing

• src/data_ingestion/ - CSV/TXT file processing
• src/data_cleaning/ - Data validation and cleaning
• src/database/ - Database operations and schema

3. Analysis Engine

• src/analysis/statistical/ - Statistical metrics and tests
• src/analysis/uncertainty/ - Uncertainty calculations
• src/analysis/comparison/ - Sensor comparison methods

4. Reporting & Visualization

• src/reporting/ - Automated report generation
• src/visualization/ - Plots and dashboards

5. Automation & Scheduling

• scripts/ - Automation scripts
• scheduling/ - Cron jobs and scheduling

File Structure

pyranometer_analysis/
├── config/
│   ├── system_config.yaml
│   ├── sensor_database.csv
│   └── calibration_standards.yaml
├── src/
│   ├── data_ingestion/
│   │   ├── file_processor.py
│   │   ├── csv_parser.py
│   │   └── txt_parser.py
│   ├── data_cleaning/
│   │   ├── validator.py
│   │   ├── quality_control.py
│   │   └── outlier_detection.py
│   ├── database/
│   │   ├── schema.sql
│   │   ├── operations.py
│   │   └── migrations/
│   ├── analysis/
│   │   ├── statistical/
│   │   │   ├── basic_metrics.R
│   │   │   ├── advanced_metrics.R
│   │   │   └── time_series_analysis.R
│   │   ├── uncertainty/
│   │   │   ├── uncertainty_calculator.R
│   │   │   └── monte_carlo_simulation.R
│   │   └── comparison/
│   │       ├── sensor_comparison.R
│   │       └── performance_analysis.R
│   ├── reporting/
│   │   ├── report_generator.R
│   │   ├── template.Rmd
│   │   └── pdf_renderer.py
│   └── visualization/
│       ├── plots.R
│       └── dashboard.py
├── scripts/
│   ├── run_analysis.py
│   ├── automated_report.py
│   └── data_import.py
├── tests/
│   ├── test_data_processing.py
│   └── test_analysis.py
└── data/
    ├── raw/           # Input CSV/TXT files
    ├── processed/     # Cleaned data
    └── reports/       # Generated reports