csiapps 0.1.4

Helper functions and utilities for CSI data warehouse ingestion and Shiny web applications (Python port of the csiapps R package).

csiapps (Python)

Python port of the CSIO csiapps R package. Helper functions and utilities for CSI data warehouse ingestion and Shiny for Python web applications.

Full feature parity with the R package: the API client (make_request, fetch_*), the local sandbox (schema → ingest → retrieve, plus a dummy registration registry), and the Shiny app wrappers (ui_wrapper, server_wrapper). Sandbox mode is on by default so nothing hits production by accident.

Installation

pip install csiapps

Quickstart

import csiapps

csiapps.register_sandbox_schema("demo", {
    "type": "object", "required": ["id"],
    "properties": {"id": {"type": "string"}},
})
csiapps.make_request("api/warehouse/ingestion/primary/", method="POST",
    body={"source": "demo", "records": [{"id": "a1"}], "subject_field": "id"})
page = csiapps.make_request("api/warehouse/data-records", query={"source_uuid": "demo"})
print(page["count"])   # 1

See the cross-language documentation (R and Python side by side, plus a parity checklist) and the runnable examples/ (warehouse_ingest.py, app.py).

Development

Uses uv.

uv sync                        # install deps + dev tools
uv run pytest                  # run tests
uv run ruff check .            # lint
uv run --group docs mkdocs serve   # preview docs
uv build                       # build sdist + wheel