II.
StackProfile JSON
Structured · livestack-profile:research-data-platform
Research Data Platform (Python, Jupyter, PostgreSQL, Boto3, FastAPI, React) json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "stack-profile:research-data-platform",
"_kind": "StackProfile",
"_file": "domain/stack-profiles/deep-stacks-6.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Research Data Platform (Python, Jupyter, PostgreSQL, Boto3, FastAPI, React)",
"description": "A research data management platform that enables scientists to upload,\ncatalog, analyze, and share datasets with reproducible computational\nnotebooks. Jupyter provides the interactive analysis environment with\ncustom kernels for Python, R, and Julia workloads. FastAPI serves the\ndata catalog API with dataset versioning, DOI registration, and access\ncontrol. PostgreSQL stores dataset metadata, user permissions, and\nexperiment provenance graphs. Boto3 manages large dataset storage in\ncloud object storage with lifecycle archival policies. React powers\nthe data catalog browser with search, preview, and collaboration\nfeatures. The tradeoff is managing compute costs for large-scale\nnotebook executions and enforcing reproducibility across diverse\ndependency environments.\n",
"composes": [
"language:python",
"tool:jupyter",
"tool:psql",
"library:boto3",
"framework:fastapi",
"framework:react",
"library:pandas",
"library:numpy"
]
},
"outgoingEdges": [
{
"from": "stack-profile:research-data-platform",
"to": "language:python",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "tool:jupyter",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "tool:psql",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "library:boto3",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "framework:fastapi",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "framework:react",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "library:numpy",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "role:research-scientist",
"kind": "used_by_role"
},
{
"from": "stack-profile:research-data-platform",
"to": "role:data-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:research-data-platform",
"to": "role:computational-scientist",
"kind": "used_by_role"
},
{
"from": "stack-profile:research-data-platform",
"to": "workflow:experiment-reproducibility-review",
"kind": "follows_workflow"
},
{
"from": "stack-profile:research-data-platform",
"to": "workflow:data-governance-review",
"kind": "follows_workflow"
},
{
"from": "stack-profile:research-data-platform",
"to": "domain:data-science",
"kind": "applies_to"
},
{
"from": "stack-profile:research-data-platform",
"to": "domain:education",
"kind": "applies_to"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:data-science-experimentation",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:data-governance",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:api-design",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:python-data-pipelines",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
}
],
"incomingEdges": []
}