""" Build the standalone interactive dashboard used by the simulation case study. Run from api-nlp-dashboard: python templates/build_case_dashboard.py """ from __future__ import annotations import csv import json from pathlib import Path ROOT = Path(__file__).resolve().parents[1] RECORDS_PATH = ROOT / "simulations" / "dashboard_records_simulated.jsonl" SOURCE_HEALTH_PATH = ROOT / "simulations" / "source_health.csv" REPORT_PATH = ROOT / "simulations" / "validation_report.json" OUT_PATH = ROOT / "case-study-dashboard.html" def read_jsonl(path: Path) -> list[dict[str, object]]: return [json.loads(line) for line in path.read_text(encoding="utf-8").splitlines() if line.strip()] def read_csv(path: Path) -> list[dict[str, str]]: with path.open(encoding="utf-8", newline="") as f: return list(csv.DictReader(f)) def main() -> None: records = read_jsonl(RECORDS_PATH) source_health = read_csv(SOURCE_HEALTH_PATH) report = json.loads(REPORT_PATH.read_text(encoding="utf-8")) html = ( TEMPLATE.replace("__RECORDS__", json.dumps(records, ensure_ascii=False)) .replace("__HEALTH__", json.dumps(source_health, ensure_ascii=False)) .replace("__REPORT__", json.dumps(report, ensure_ascii=False)) ) OUT_PATH.write_text(html, encoding="utf-8") print(f"wrote {OUT_PATH}") TEMPLATE = r""" API-to-NLP Simulation Dashboard
Validated Simulation
API-to-NLP Dashboard Case Study

Filters, source health, topic trend, semantic network, review queue, record detail, model rationale, and action controls remain synchronized on the same record slice.

Schema 0Duplicates 0simulation-nlp-v1
Filtered Records00% of dataset
Needs Review0human queue
High Priority0urgent first
Low Confidence0below 0.65
Avg Confidence0.00filtered mean
Active Sources0feeds represented

Source Health

Topic Trend

Daily record volume with a confidence overlay.

Topic Bar Graph

Confidence Histogram

Recent Pipeline Activity

Semantic Network

Topic nodes connect to high-frequency key phrases. Click a node to filter.

Source Bar Graph

Priority vs Confidence

Validation Gates

Review Queue

Selected Record Detail

NLP Rationale & Actions

""" if __name__ == "__main__": main()