geointel/docs/17-max-prep/M9_MODULE_DATAFLOW_CHECKLIST.md

M9 Module Dataflow Checklist

Every module must declare its dataflow.

Dataset Manager

Input:

• file upload,
• project id,
• optional area id.

Processing:

• validate extension,
• store raw file,
• inspect metadata,
• persist dataset record,
• schedule optional processing job.

Output:

• dataset record,
• status,
• metadata.

Raster Lab

Input:

• raster dataset id,
• optional area geometry.

Processing:

• read raster metadata,
• compute bounds,
• inspect bands,
• clip if requested,
• generate preview/tiles later.

Output:

• metadata,
• preview descriptor,
• derived dataset if clipped.

Vector Lab

Input:

• vector dataset id,
• optional area geometry.

Processing:

• load features,
• validate CRS,
• compute feature count,
• compute bounds,
• clip if requested.

Output:

• vector metadata,
• clipped layer,
• operation report.

Detection Lab

Input:

• raster dataset id,
• model id,
• threshold,
• classes.

Processing:

• tile raster,
• run model adapter,
• merge detections,
• georeference outputs,
• persist detection layer.

Output:

• detection dataset/layer,
• analysis run,
• metrics.

Segmentation Lab

Input:

• raster dataset id,
• model id,
• classes/prompts.

Processing:

• generate masks,
• polygonize,
• clean geometry,
• compute areas,
• persist layer.

Output:

• mask path,
• polygon layer,
• metrics.

QA/QC Lab

Input:

• reference vector layer,
• predicted vector layer,
• matching threshold.

Processing:

• spatial match,
• IoU calculation,
• precision/recall/F1,
• false positive/negative features.

Output:

• QA metrics,
• findings,
• QA overlay layers.