# hemanth354/proj architecture

> Architecture diagram of the GitHub repository hemanth354/proj, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-11-13). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/hemanth354/proj
- Repository: https://github.com/hemanth354/proj

## Overview

This repository is a minimal scaffold for an end-to-end ML project. Its file names suggest data ingestion, transformation, model training, and separate training and prediction pipelines, but the sampled implementations are empty; the README provides no further workflow details. Logging and custom exception formatting are implemented as runtime support. No component-to-component edges are shown because the available evidence does not establish calls, data flow, or dispatch between them.

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_ml_stages["ML stages"]
  node_ingestion["Data ingestion<br/>[data_ingestion.py]"]
  node_transformation["Data transformation"]
  node_trainer["Model trainer<br/>[model_trainer.py]"]
end

subgraph group_pipelines["Pipelines"]
  node_training_pipeline["Training pipeline<br/>[train_pipeline.py]"]
  node_prediction_pipeline["Prediction pipeline"]
end

subgraph group_support["Runtime support"]
  node_logging["Logging setup<br/>[logger.py]"]
  node_exceptions["Custom exceptions<br/>[exception.py]"]
end

click node_ingestion "https://github.com/hemanth354/proj/blob/main/src/components/data_ingestion.py"
click node_transformation "https://github.com/hemanth354/proj/blob/main/src/components/data_transformation.py"
click node_trainer "https://github.com/hemanth354/proj/blob/main/src/components/model_trainer.py"
click node_training_pipeline "https://github.com/hemanth354/proj/blob/main/src/pipeline/train_pipeline.py"
click node_prediction_pipeline "https://github.com/hemanth354/proj/blob/main/src/pipeline/predict_pipeline.py"
click node_logging "https://github.com/hemanth354/proj/blob/main/src/logger.py"
click node_exceptions "https://github.com/hemanth354/proj/blob/main/src/exception.py"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_ingestion,node_transformation,node_trainer toneBlue
class node_training_pipeline,node_prediction_pipeline toneAmber
class node_logging,node_exceptions toneMint
```

## Components

### ML stages

- [Data ingestion](https://github.com/hemanth354/proj/blob/main/src/components/data_ingestion.py): `src/components/data_ingestion.py`
- [Data transformation](https://github.com/hemanth354/proj/blob/main/src/components/data_transformation.py): `src/components/data_transformation.py`
- [Model trainer](https://github.com/hemanth354/proj/blob/main/src/components/model_trainer.py): `src/components/model_trainer.py`

### Pipelines

- [Training pipeline](https://github.com/hemanth354/proj/blob/main/src/pipeline/train_pipeline.py): `src/pipeline/train_pipeline.py`
- [Prediction pipeline](https://github.com/hemanth354/proj/blob/main/src/pipeline/predict_pipeline.py): `src/pipeline/predict_pipeline.py`

### Runtime support

- [Logging setup](https://github.com/hemanth354/proj/blob/main/src/logger.py): `src/logger.py`
- [Custom exceptions](https://github.com/hemanth354/proj/blob/main/src/exception.py): `src/exception.py`