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Radiuma_RnD/Dagster/Dagster_Op/README.md
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2026-02-08 04:38:10 +03:30

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## README **Dagster_op**
```markdown
# Dagster Ops Project
This project demonstrates the same radiomics workflow using **Dagster Ops**.
Ops are imperative functions that define computation steps. They are connected in a job graph to form the pipeline.
## Features
- Op-based orchestration for radiomics extraction.
- Explicit control of execution order via job definitions.
- Each op corresponds to one stage: image reading, registration, fusion, filtering, mask registration, feature extraction, and writing results.
## Requirements
- Python 3.10+
- Dagster
- SimpleITK
- Pandas
- PySERA
Install dependencies:
```bash
pip install dagster simpleitk pandas pysera
# Running:
dagster job execute -f dagster_op_runner.py
Or:
run.bat