medicafe 0.260507.3

MediCafe

MediCafe

MediCafe is a mixed local/cloud healthcare workflow automation repository. It combines legacy clinic-side workflows (MediBot, MediLink, and xp_client) with shared package utilities in MediCafe and a newer Gmail ingestion/orchestration path in cloud/orchestrator.

This repository intentionally supports more than one runtime model. It is not a single deployable app with one entrypoint.

Runtime Tracks

Track	Primary code	Python	Primary use
Local / XP-compatible workflow	MediCafe, MediBot, MediLink, xp_client	3.4.4-compatible package path	Clinic-side claims, eligibility, deductible, reconciliation, download, and Medisoft-oriented automation
Cloud / orchestrator workflow	cloud/orchestrator, tools, docs/runbooks	3.11+ repo-run path	Gmail ingestion, queueing, preprocessor validation, alerting, setup, and runtime operations
Shared migration / validation tooling	MediCafe, scripts/unified_model, sql, tests	Mixed	Shadow-pipeline, cloud-readiness, schema, validation, and reporting support

setup.py packages the local/XP-compatible path. The cloud orchestrator is maintained as repo-run code.

Primary Entry Points

Package CLI:

medicafe launcher
python -m MediCafe launcher

Current package commands exposed by MediCafe/__main__.py:

• medicafe launcher
• medicafe medibot [config_file]
• medicafe medilink
• medicafe claims_status
• medicafe deductible
• medicafe download_emails
• medicafe cloud_daemon [config_file]
• medicafe send_error_report
• medicafe send_queued_error_reports
• medicafe docx_index_rebuild
• medicafe preflight
• medicafe reconcile
• medicafe version

Canonical cloud operator path:

py -3.11 cloud/orchestrator/validate_and_complete_setup.py

Repository Map

• MediCafe/: shared package, CLI entrypoint, launcher, preflight, cloud-readiness helpers (including Layer 1 Readiness for operator system-health and run-evidence bundles; see MediCafe/layer1_readiness_model.py and AGENTS.md), API utilities, reconciliation, error reporting, and shared runtime helpers
• MediBot/: Medisoft-oriented local preprocessing and data-entry support scripts
• MediLink/: claims, eligibility, deductible, remittance, Gmail helper, and Apps Script-related assets
• cloud/orchestrator/: Cloud Run service, auth/config/runtime helpers, preprocessor gate, watch/admin flows, setup scripts, and cloud tests
• xp_client/: XP-side cloud queue consumer (medilink_cloud_daemon.py)
• tests/: main regression suite for package/local workflows, API helpers, launcher behavior, preflight, cloud-readiness, and integration coverage
• scripts/unified_model/: shadow-pipeline and unified relational validation tooling
• sql/: SQL artifacts used by migration and validation work
• docs/: maintained documentation surface
• tools/: operator and build helpers that are outside the packaged runtime

The workspace root also contains operational inputs, artifacts, and generated state such as input/, TEST_CLAIMS/, ERA_TEST_DUMP/, reports_queue/, archive/, build/, dist/, .pytest_cache/, and tmp*. Do not treat those folders as the canonical source layout.

Configuration

Primary local configuration files:

• json/config.json
• json/crosswalk.json
• json/medisoftconfig.json

Cloud/orchestrator runtime settings are managed through cloud/orchestrator/config.py, environment variables, and the validator/setup flow.

Testing

Main test surfaces:

• tests/
• cloud/orchestrator/tests/

Canonical automated test entrypoint:

python3 -m pytest -v

Windows equivalent:

py -3.11 -m pytest -v

XP/Python 3.4.4 local test environments should use the pinned legacy pytest versions from requirements.txt (or pip install .[test]) before running pytest-driven files:

py -3.4 -m pip install -r requirements.txt
py -3.4 -m pytest -q tests/test_json_io.py

pytest.ini collects both test surfaces and excludes the current duplicate-name conflicts plus the known api_factory pytest-incompatible file. For focused runs:

python3 -m pytest -q tests/test_preflight.py
python3 -m pytest -q tests/test_config_loader_diagnostics.py
python3 -m pytest -q tests/test_error_reporter_configloader_degraded.py
python3 -m pytest -q tests/test_launcher_next_step_orchestration.py
python3 -m pytest -q tests/test_cloud_readiness_health.py
python3 -m pytest -q tests/test_cloud_readiness_artifacts.py::TestLayer1ReadinessModel tests/test_cloud_readiness_artifacts.py::TestLayer1ReadinessSurfacesAndContract tests/test_cloud_readiness_artifacts.py::TestSystemHealthPackWiring::test_send_latest_system_health_pack_extra_meta_merges_layer1_readiness_shallow_keys tests/test_cloud_readiness_artifacts.py::TestRunCentricArtifactTools::test_send_latest_run_evidence_bundle_extra_meta_merges_layer1_readiness_shallow_keys tests/test_cloud_readiness_recommendations.py
python3 -m pytest -q tests/test_bundle_build_telemetry.py
python3 -m pytest -q cloud/orchestrator/tests

See docs/TESTING_GUIDE.md for the current suite shape, default excludes, and standalone script-style harnesses that are not part of the canonical pytest run.

Documentation

Start here:

• docs/README.md
• docs/MEDICAFE_MASTER_GUIDE.md
• docs/TESTING_GUIDE.md
• docs/MEDICAFE_API_ARCHITECTURE.md
• docs/MEDILINK_CLOUD_MIGRATION.md
• docs/architecture/CSV_DOCX_DAT_JOIN_SCAFFOLDING_INVENTORY.md (shadow CSV/DOCX/DAT correlation, cloud readiness read path, orchestrator context)
• cloud/orchestrator/README.md

Security and Repo Hygiene

• Avoid PHI in logs, reports, and committed artifacts.
• Use send_error_report and send_queued_error_reports for diagnostics instead of ad hoc data exports.
• Treat tokens, certificates, raw client secrets, build outputs, and downloaded artifacts as operational state, not documentation or source of truth.

License

MIT License. See LICENSE.