diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000000000000000000000000000000000000..3d336f84c537543c9991919a8835f94449b85eba --- /dev/null +++ b/.dockerignore @@ -0,0 +1,46 @@ +**/.git +**/.gitignore +**/.gitattributes +**/.DS_Store + +# Python +.venv +__pycache__/ +*.pyc +.pytest_cache/ +.mypy_cache/ +.ruff_cache/ + +# Node +frontend/node_modules +frontend/.next +frontend/out +frontend/.turbo + +# Notebooks / reports / huge artefacts not needed at runtime +notebook/ +report/ +assets/ + +# Local dev junk +*.log +.env +.env.* +!.env.example +.streamlit/ +.python-version + +# Docs +docs/article-medium.md +docs/inform.pdf +docs/historial_pacientes.csv + +# Legacy +Dockerfile.streamlit +docker-compose.yml +app.py +.github/ + +# Macros +.idea/ +.vscode/ diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..f6b1f326ca4ab7cf0c8798856f8fe0020ff82d58 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..ca6eaebb549f34b569567bc911799e1a570aa1a4 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,82 @@ +# syntax=docker/dockerfile:1.7 +# --------------------------------------------------------------------------- +# BeatSense β€” single-container Hugging Face Space image +# Runs FastAPI on :8000 (internal) and Next.js on :7860 (public, HF Spaces port) +# Next.js rewrites /api/* -> http://127.0.0.1:8000/* +# --------------------------------------------------------------------------- + +# ============================================================================ +# Stage 1: build the Next.js frontend (standalone output) +# ============================================================================ +FROM node:20-bookworm-slim AS frontend-builder + +ENV PNPM_HOME=/pnpm +ENV PATH=$PNPM_HOME:$PATH +RUN corepack enable && corepack prepare pnpm@10 --activate + +WORKDIR /app/frontend + +# Cache deps +COPY frontend/package.json frontend/pnpm-lock.yaml ./ +RUN pnpm install --frozen-lockfile + +# Build +COPY frontend ./ +RUN pnpm build + + +# ============================================================================ +# Stage 2: runtime β€” Python + FastAPI + Node runtime + Next.js standalone +# ============================================================================ +FROM python:3.11-slim-bookworm AS runtime + +ENV PYTHONDONTWRITEBYTECODE=1 \ + PYTHONUNBUFFERED=1 \ + PIP_NO_CACHE_DIR=1 \ + NODE_ENV=production \ + PORT=7860 \ + HOSTNAME=0.0.0.0 \ + API_INTERNAL_URL=http://127.0.0.1:8000 + +# System deps: Node.js (for Next.js standalone), curl (for healthchecks) +RUN apt-get update && apt-get install -y --no-install-recommends \ + curl \ + ca-certificates \ + gnupg \ + && curl -fsSL https://deb.nodesource.com/setup_20.x | bash - \ + && apt-get install -y --no-install-recommends nodejs \ + && apt-get clean && rm -rf /var/lib/apt/lists/* + +# uv for fast Python installs +COPY --from=ghcr.io/astral-sh/uv:0.5.11 /uv /usr/local/bin/uv + +# HF Spaces runs containers as a non-root user with UID 1000 +RUN useradd -m -u 1000 app +WORKDIR /home/app/code +RUN chown -R app:app /home/app + +USER app +ENV HOME=/home/app +ENV PATH="/home/app/.local/bin:$PATH" + +# ---- Python deps ---- +COPY --chown=app:app pyproject.toml uv.lock ./ +RUN uv sync --frozen --no-dev --compile-bytecode + +# ---- App source ---- +COPY --chown=app:app api ./api +COPY --chown=app:app models ./models +COPY --chown=app:app data ./data +RUN mkdir -p docs + +# ---- Frontend: Next.js standalone bundle ---- +COPY --from=frontend-builder --chown=app:app /app/frontend/.next/standalone ./frontend +COPY --from=frontend-builder --chown=app:app /app/frontend/.next/static ./frontend/.next/static +COPY --from=frontend-builder --chown=app:app /app/frontend/public ./frontend/public + +# ---- Entrypoint that runs both processes ---- +COPY --chown=app:app docker/entrypoint.sh /home/app/entrypoint.sh +RUN chmod +x /home/app/entrypoint.sh + +EXPOSE 7860 +ENTRYPOINT ["/home/app/entrypoint.sh"] diff --git a/README.md b/README.md index 5699b63b26a05f09182c0ea3b09b667e880875f3..9cae315ee75a7157e002ff63e8ac753175bece0d 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,474 @@ --- title: BeatSense -emoji: πŸ”₯ +emoji: 🩺 colorFrom: blue -colorTo: gray +colorTo: indigo sdk: docker +app_port: 7860 pinned: false +license: mit +short_description: Cardiovascular risk assessment workstation (FastAPI + Next.js) +--- + +

+ BeatSense +

+ +

BeatSense β€” Cardiovascular Risk Intelligence

+ +

+ + QR β€” Hugging Face Space + +

+ +

+ Scan to open the Hugging Face Space +

+ +

+ English + Β· + EspaΓ±ol +

+ +

+ + + + + + + + + + + + + + + +

+ +

+ Read on Medium +

+ +> **BeatSense** is a cardiovascular risk assessment platform born from a question: what would a coronary risk tool actually feel like if it were built for the nurses station of a real hospital, instead of for a notebook demo? +> +> Around a trained scikit-learn model (918 patients, twelve clinical features), it ships three coordinated surfaces: a FastAPI service that exposes the model and persists every assessment, a Next.js 16 clinical workstation with sidebar navigation, dark mode, English and Spanish, and a result rendered as a printable thermal-style ticket ready to clip to the patient record, plus a legacy Streamlit dashboard kept alive for quick demos. The model itself is a Logistic Regression with a custom 0.4 decision threshold, picked because in cardiology a false negative is far more dangerous than a false positive, an interpretable choice that recovers 94% of true positives. +> +> The repo is end-to-end: notebooks for EDA and training, a typed REST API, a production-grade clinical UI, internationalization with zero hardcoded strings, and theme tokens out of the box. + +--- + +## Table of Contents + +| | | +|---|---| +| Overview | Live Demo | +| Features | Architecture | +| Project Structure | Tech Stack | +| Dataset | Model Selection | +| Getting Started | Make Targets | +| API Reference | Frontend Highlights | +| Internationalization | Theming | +| Testing | Docker | + +--- + +## Overview + +**BeatSense** predicts the probability of coronary heart disease from clinical patient data. It ships three independent surfaces sharing the same trained model: + +- A **FastAPI** REST backend that wraps the production model (models/modelo_coronario.pkl). +- A **Next.js 16** clinical workstation UI β€” sidebar, ticket-style report, dark mode, EN/ES β€” for nurses and clinicians. +- A legacy **Streamlit** dashboard (still operational) for quick demos. + +The trained model is a **Logistic Regression** with a custom decision threshold of 0.4, chosen because in cardiology the cost of a false negative (missing a sick patient) far exceeds that of a false positive. + +--- + +## Live Demo + +

+ Hugging Face Space +

+ +--- + +## Features + +| Surface | Highlights | +|---|---| +| πŸ€– **ML pipeline** | EDA + survival analysis (Kaplan–Meier, Cox), preprocessing, 4 models compared, Optuna tuning, full notebooks. | +| πŸš€ **REST API** | FastAPI service with /predict, /history, /stats, /eda, /model-info, persistent CSV history, CORS enabled. | +| 🩺 **Clinical UI** | Next.js 16 + Tailwind v4 + shadcn-style components. Sidebar navigation, nurse-station header, KPI dashboard, filtered patient table, EDA charts, model insights. | +| πŸ–¨οΈ **Printable ticket** | Risk result rendered as a thermal-printer ticket: monospace font, dashed dividers, barcode, window.print(). | +| 🌍 **i18n** | English (default) + Spanish, zero hardcoded strings, JSON dictionaries, cookie + Accept-Language detection. | +| πŸŒ“ **Dark mode** | First-class next-themes integration, dark by default, no flash on first paint. | +| πŸ“¦ **Containerized** | Docker / docker-compose for the Streamlit surface. | +| πŸ› οΈ **Dual toolchain** | uv for Python, pnpm for the Next.js workspace. One make dev boots both servers. | + +--- + +## Architecture + +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” HTTPS/REST β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Next.js 16 frontend β”‚ ────────────────▢ β”‚ FastAPI service β”‚ +β”‚ β€’ App Router β”‚ β”‚ β€’ /predict β”‚ +β”‚ β€’ Server + Client β”‚ β”‚ β€’ /history /stats β”‚ +β”‚ Components β”‚ β”‚ β€’ /eda /model-info β”‚ +β”‚ β€’ TanStack Query β”‚ ◀──────────────── β”‚ β€’ Loads .pkl + scaler β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ JSON β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ β”‚ + β”‚ static assets β”‚ joblib.load + β–Ό β–Ό + β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” + β”‚ /public β”‚ β”‚ models/ β”‚ + β”‚ logu1.pngβ”‚ β”‚ β€’ modelo_coronario β”‚ + β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β€’ scaler_coronario β”‚ + β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β–² + β”‚ persists + β”‚ + β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” + β”‚ docs/ β”‚ + β”‚ historial_pacientes β”‚ + β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +--- + +## Project Structure + +``` +BeatSense/ +β”œβ”€β”€ api/ # FastAPI backend +β”‚ └── main.py # /predict, /history, /stats, /eda, /model-info +β”‚ +β”œβ”€β”€ app.py # Legacy Streamlit app (still works) +β”‚ +β”œβ”€β”€ frontend/ # Next.js 16 clinical workstation +β”‚ β”œβ”€β”€ public/ +β”‚ β”‚ └── logu1.png # Logo (auto-cropped for tight framing) +β”‚ β”œβ”€β”€ src/ +β”‚ β”‚ β”œβ”€β”€ app/ +β”‚ β”‚ β”‚ β”œβ”€β”€ layout.tsx # Root layout β€” ThemeProvider lives here +β”‚ β”‚ β”‚ β”œβ”€β”€ globals.css # Tailwind v4 + design tokens + print CSS +β”‚ β”‚ β”‚ └── [lang]/ # Locale-scoped routes +β”‚ β”‚ β”‚ β”œβ”€β”€ layout.tsx # CRM shell (Sidebar + Header) + Providers +β”‚ β”‚ β”‚ β”œβ”€β”€ page.tsx # Dashboard (KPIs + recent + pie chart) +β”‚ β”‚ β”‚ β”œβ”€β”€ new-evaluation/ # Clinical form β†’ ticket result +β”‚ β”‚ β”‚ β”œβ”€β”€ patients/ # Filterable history table + CSV export +β”‚ β”‚ β”‚ β”œβ”€β”€ eda/ # Dataset analytics (Recharts) +β”‚ β”‚ β”‚ β”œβ”€β”€ model/ # Model metrics + comparison +β”‚ β”‚ β”‚ └── settings/ # Language + theme switcher +β”‚ β”‚ β”œβ”€β”€ components/ +β”‚ β”‚ β”‚ β”œβ”€β”€ ui/ # Button, Card, Input, Label, Select, Badge +β”‚ β”‚ β”‚ β”œβ”€β”€ layout/ # Sidebar, Header, PageHeader, toggles +β”‚ β”‚ β”‚ β”œβ”€β”€ forms/ # EvaluationForm (RHF + Zod) +β”‚ β”‚ β”‚ β”œβ”€β”€ ticket/ # Printable result ticket +β”‚ β”‚ β”‚ β”œβ”€β”€ charts/ # EDA charts +β”‚ β”‚ β”‚ β”œβ”€β”€ dashboard/ # Dashboard client widgets +β”‚ β”‚ β”‚ β”œβ”€β”€ patients/ # Patient table +β”‚ β”‚ β”‚ β”œβ”€β”€ model/ # Model insights +β”‚ β”‚ β”‚ β”œβ”€β”€ settings/ # Settings panel +β”‚ β”‚ β”‚ └── providers.tsx # ThemeRoot + I18nProvider + QueryClient +β”‚ β”‚ β”œβ”€β”€ i18n/ +β”‚ β”‚ β”‚ β”œβ”€β”€ config.ts # Locale list + defaultLocale +β”‚ β”‚ β”‚ β”œβ”€β”€ context.tsx # Client-side useT() hook +β”‚ β”‚ β”‚ β”œβ”€β”€ dictionaries.ts # Server-only loader +β”‚ β”‚ β”‚ └── dictionaries/ +β”‚ β”‚ β”‚ β”œβ”€β”€ en.json +β”‚ β”‚ β”‚ └── es.json +β”‚ β”‚ β”œβ”€β”€ lib/ +β”‚ β”‚ β”‚ β”œβ”€β”€ api.ts # Typed REST client (TanStack-friendly) +β”‚ β”‚ β”‚ └── utils.ts # cn() helper +β”‚ β”‚ └── proxy.ts # Next 16 middleware: locale routing +β”‚ β”œβ”€β”€ package.json +β”‚ └── tsconfig.json +β”‚ +β”œβ”€β”€ data/ # Heart Disease dataset (918 records) +β”‚ β”œβ”€β”€ heart.csv # Raw +β”‚ β”œβ”€β”€ heart_procesado_g.csv # Processed by Gema +β”‚ β”œβ”€β”€ heart_procesado_i.csv # Processed by Isrodam +β”‚ └── heart_processed_R.csv # Processed by Roberto +β”‚ +β”œβ”€β”€ models/ # Persisted scikit-learn artifacts +β”‚ β”œβ”€β”€ modelo_coronario.pkl +β”‚ β”œβ”€β”€ scaler_coronario.pkl +β”‚ └── model_R.pkl +β”‚ +β”œβ”€β”€ notebook/ # EDA + training notebooks +β”‚ β”œβ”€β”€ eda_heart_disease_p.ipynb # EDA + survival analysis (Paloma) +β”‚ β”œβ”€β”€ eda_heart_failure_g.ipynb # EDA (Gema) +β”‚ β”œβ”€β”€ eda_heart_failure_i.ipynb # EDA (Isrodam) +β”‚ β”œβ”€β”€ eda_heart_failure_R.ipynb # EDA (Roberto) +β”‚ β”œβ”€β”€ entrenamiento_modelo_final.ipynb +β”‚ β”œβ”€β”€ entrenamiento_modelo_g.ipynb +β”‚ └── entrenamiento_modelo_i.ipynb +β”‚ +β”œβ”€β”€ report/ # Evaluation reports (PDF) +β”œβ”€β”€ docs/historial_pacientes.csv # Patient history (written by /predict) +β”œβ”€β”€ src/img/qr_app.png # QR code to live demo +β”œβ”€β”€ assets/ # Static assets (lottie, etc.) +β”œβ”€β”€ .streamlit/ # Streamlit theming +β”œβ”€β”€ Makefile # uv + pnpm orchestration +β”œβ”€β”€ dockerfile +β”œβ”€β”€ docker-compose.yml +β”œβ”€β”€ pyproject.toml # uv-managed Python deps +└── uv.lock +``` + +--- + +## Tech Stack + +### Backend / ML + +- **Python 3.11** managed with **uv** +- **FastAPI** + **Uvicorn** β€” REST API +- **scikit-learn** β€” Logistic Regression, RF, KNN; StandardScaler +- **XGBoost** β€” alternative model evaluated +- **Optuna** β€” hyperparameter search +- **pandas / numpy** β€” data wrangling +- **joblib** β€” model persistence +- **Streamlit** β€” legacy interactive dashboard +- **pytest** β€” tests + +### Frontend + +- **Next.js 16** (App Router, Turbopack, Server Components) +- **React 19** + **TypeScript 5** +- **Tailwind CSS v4** with custom design tokens +- **shadcn-style UI** built on **Radix UI** primitives +- **TanStack Query 5** β€” server-state caching +- **React Hook Form 7** + **Zod 4** β€” typed forms with runtime validation +- **Recharts** β€” analytics charts +- **next-themes** β€” dark/light theme +- **next-intl-style i18n** using Next.js native dictionaries +- **lucide-react** β€” icon set +- **pnpm 10** β€” workspace package manager + +### DevOps + +- **Make** β€” single command interface +- **Docker / docker-compose** β€” containerised Streamlit deployment +- **GitHub Actions** β€” CI/CD +- **Render** β€” production hosting (Streamlit demo) + +--- + +## Dataset + +918 records, 12 features: + +| Variable | Description | Type | +|---|---|---| +| Age | Patient age | Numeric | +| Sex | Sex (M/F) | Categorical | +| ChestPainType | Type (ATA, NAP, ASY, TA) | Categorical | +| RestingBP | Resting blood pressure (mm Hg) | Numeric | +| Cholesterol | Serum cholesterol (mg/dl) | Numeric | +| FastingBS | Fasting blood sugar > 120 mg/dl (0/1) | Binary | +| RestingECG | Resting ECG result | Categorical | +| MaxHR | Max heart rate achieved | Numeric | +| ExerciseAngina | Exercise-induced angina (Y/N) | Binary | +| Oldpeak | ST depression | Numeric | +| ST_Slope | ST segment slope | Categorical | +| HeartDisease | **Target** β€” heart disease (0/1) | Binary | + +The production model uses **12 engineered features** (Age, Sex, MaxHR, FastingBS, ExerciseAngina, one-hot of ChestPainType, one-hot of ST_Slope). Only Age and MaxHR are scaled. + +--- + +## Model Selection + +| Model | Accuracy | Recall (class 1) | ROC-AUC | Notes | +|---|---|---|---|---| +| **Logistic Regression** *(threshold 0.4)* | **88 %** | **0.94** | **0.926** | βœ… Selected | +| Random Forest | ~87 % | ~0.88 | ~0.91 | Higher raw accuracy, lower recall | +| K-NN | ~82 % | ~0.83 | ~0.87 | Scale-sensitive | +| XGBoost | ~86 % | ~0.87 | ~0.90 | Strong, less interpretable | + +### Why Logistic Regression? + +1. **Highest recall (0.94)** β€” at threshold 0.4 it catches 94% of truly sick patients. A false negative in cardiology is far worse than a false positive. +2. **No overfitting** β€” train/test gap of only 0.007. 5-fold CV: 84.74% Β± 2.91%. +3. **Clinical transparency** β€” linear coefficients let clinicians see exactly which features drive each prediction. + +> Full analysis: +> +> Notebook +> Report + +--- + +## Getting Started + +### Prerequisites + +- Python >=3.11, <3.13 +- uv +- pnpm +- Node.js >=20 + +### Install + +```bash +# Python deps +make install + +# Frontend deps +make frontend-install +``` + +### Run everything (recommended) + +```bash +make dev +``` + +This spawns: + +

+ FastAPI + Next.js +

+ +### Run individually + +```bash +make api # FastAPI only +make frontend # Next.js only +make streamlit # Legacy Streamlit dashboard +``` + +--- + +## Make Targets + +| Target | Purpose | +|---|---| +| make install | uv sync β€” install Python deps | +| make frontend-install | pnpm install β€” install frontend deps | +| make dev | Run **both** FastAPI + Next.js in parallel | +| make api | Run FastAPI only (uvicorn :8000) | +| make frontend | Run Next.js only (pnpm dev :3000) | +| make frontend-build | Production build of Next.js | +| make streamlit | Run legacy Streamlit app | +| make docker-up / docker-down / docker-build / docker-logs | Docker Compose lifecycle | +| make jupyter | Launch JupyterLab | +| make test | Run pytest | +| make clean | Remove caches and .next/ | + +--- + +## API Reference + +

+ Base URL  + localhost:8000 +

+ +| Method | Path | Description | +|---|---|---| +| GET | /health | Liveness + model load status | +| POST | /predict | Run cardiovascular risk prediction | +| GET | /history | Return all saved patient assessments | +| GET | /stats | Aggregate KPIs (totals, high-risk %, today) | +| GET | /eda | Aggregated EDA payload for charts | +| GET | /model-info | Metrics of the selected model + alternatives | + +### POST /predict payload + +```json +{ + "patient_id": "P-001", + "age": 55, + "sex": "M", + "chest_pain_type": "ASY", + "max_hr": 130, + "fasting_bs": 0, + "exercise_angina": "Y", + "st_slope": "Flat", + "resting_bp": 140, + "cholesterol": 240, + "resting_ecg": "Normal", + "oldpeak": 1.2 +} +``` + +Response: + +```json +{ + "patient_id": "P-001", + "timestamp": "2026-06-08T10:32:41", + "probability": 94.28, + "classification": "HIGH", + "threshold": 40.0, + "probabilities": [0.057, 0.943] +} +``` + +--- + +## Frontend Highlights + +- **/[lang]** Clinical dashboard β€” KPI cards, recent assessments, risk distribution pie. +- **/[lang]/new-evaluation** Clinical form in three sections (Identification, Vitals, Symptoms/ECG) with RHF + Zod validation. On submit, the answer renders as a printable **ticket** (window.print() switches the print stylesheet so only the ticket prints, like a thermal receipt). +- **/[lang]/patients** Searchable, filterable history table (high / low / all). CSV export client-side. +- **/[lang]/eda** Charts: age histogram, sex distribution, chest pain distribution, scatter Max HR vs Age coloured by outcome. +- **/[lang]/model** Selected model card, comparison bar chart, rationale paragraph. +- **/[lang]/settings** Language + theme switcher. + +The layout is a **CRM/EHR shell** with a sticky dark sidebar (logo + navigation + institution badge), a header bar with patient search, shift indicator, language switch, theme toggle and a faux nurse-station avatar. + +--- + +## Internationalization + +- Built on **Next.js 16 native dictionaries** (app/[lang]/...). +- All UI strings live in frontend/src/i18n/dictionaries/{en,es}.json. +- Locale is resolved in this order by frontend/src/proxy.ts: + 1. locale cookie (set by the language switcher), + 2. Accept-Language header, + 3. fallback to **English**. +- useT() exposes the dictionary to client components. + +Add a new locale by creating {xx}.json, adding xx to locales in src/i18n/config.ts, and registering it in src/i18n/dictionaries.ts. + +--- + +## Theming + +- Dark mode is the **default**. +- Theme tokens are defined as CSS variables in globals.css (:root for light, .dark for dark) and bridged to Tailwind v4 via @theme inline. +- ThemeProvider is mounted at the **root layout** to avoid hydration issues with next-themes. + +--- + +## Testing + +```bash +make test # pytest +cd frontend && pnpm build # type-check + production build +``` + +--- + +## Docker + +```bash +make docker-up # Build and run Streamlit container +make docker-logs # Stream logs +make docker-down # Stop +``` + +> Containerising the Next.js + FastAPI duo is on the roadmap. + --- -Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference diff --git a/api/main.py b/api/main.py new file mode 100644 index 0000000000000000000000000000000000000000..1852c6220e494be822aa69a70f28059e6a2b7d30 --- /dev/null +++ b/api/main.py @@ -0,0 +1,269 @@ +from __future__ import annotations + +import csv +import uuid +from datetime import datetime +from pathlib import Path +from typing import Literal + +import joblib +import pandas as pd +from fastapi import FastAPI, HTTPException +from fastapi.middleware.cors import CORSMiddleware +from pydantic import BaseModel, Field + +ROOT = Path(__file__).resolve().parent.parent +MODEL_PATH = ROOT / "models" / "modelo_coronario.pkl" +SCALER_PATH = ROOT / "models" / "scaler_coronario.pkl" +HISTORY_PATH = ROOT / "docs" / "historial_pacientes.csv" +HISTORY_PATH.parent.mkdir(parents=True, exist_ok=True) + +HISTORY_COLUMNS = [ + "Fecha", "Hora", "ID_Paciente", "Edad", "Sexo", + "FC_Maxima", "Glucosa_Ayunas", "Angina_Ejercicio", + "Tipo_Dolor", "Pendiente_ST", + "Probabilidad_%", "Clasificacion", "Riesgo", +] + +THRESHOLD = 40.0 + +model = joblib.load(MODEL_PATH) +scaler = joblib.load(SCALER_PATH) + + +class PredictRequest(BaseModel): + patient_id: str | None = Field(default=None, max_length=64) + age: int = Field(ge=1, le=120) + sex: Literal["M", "F"] + chest_pain_type: Literal["ASY", "ATA", "NAP", "TA"] + max_hr: int = Field(ge=40, le=240) + fasting_bs: Literal[0, 1] + exercise_angina: Literal["Y", "N"] + st_slope: Literal["Up", "Flat", "Down"] + resting_bp: int | None = Field(default=None, ge=60, le=250) + cholesterol: int | None = Field(default=None, ge=0, le=700) + resting_ecg: Literal["Normal", "ST", "LVH"] | None = None + oldpeak: float | None = Field(default=None, ge=-5, le=10) + + +class PredictResponse(BaseModel): + patient_id: str + timestamp: str + probability: float + classification: Literal["HIGH", "LOW"] + threshold: float + probabilities: list[float] + + +class HistoryEntry(BaseModel): + date: str + time: str + patient_id: str + age: int + sex: str + max_hr: int + fasting_bs: str + exercise_angina: str + chest_pain_type: str + st_slope: str + probability: float + classification: str + risk: str + + +def build_features(req: PredictRequest) -> pd.DataFrame: + sex_num = 1 if req.sex == "M" else 0 + exercise_bin = 1 if req.exercise_angina == "Y" else 0 + + cp_asy = int(req.chest_pain_type == "ASY") + cp_ata = int(req.chest_pain_type == "ATA") + cp_nap = int(req.chest_pain_type == "NAP") + cp_ta = int(req.chest_pain_type == "TA") + + st_flat = int(req.st_slope == "Flat") + st_up = int(req.st_slope == "Up") + st_down = int(req.st_slope == "Down") + + X = pd.DataFrame( + [[ + req.age, sex_num, req.max_hr, req.fasting_bs, + exercise_bin, cp_asy, cp_ata, cp_nap, cp_ta, + st_flat, st_up, st_down, + ]], + columns=[ + "Age", "Sex", "MaxHR", "FastingBS", "ExerciseAngina", + "CP_ASY", "CP_ATA", "CP_NAP", "CP_TA", + "ST_Slope_Flat", "ST_Slope_Up", "ST_Slope_Down", + ], + ) + X[["Age", "MaxHR"]] = scaler.transform(X[["Age", "MaxHR"]]) + return X + + +def append_history(req: PredictRequest, probability: float, classification: str, patient_id: str) -> None: + now = datetime.now() + row = { + "Fecha": now.strftime("%Y-%m-%d"), + "Hora": now.strftime("%H:%M:%S"), + "ID_Paciente": patient_id, + "Edad": req.age, + "Sexo": req.sex, + "FC_Maxima": req.max_hr, + "Glucosa_Ayunas": "SΓ­" if req.fasting_bs == 1 else "No", + "Angina_Ejercicio": "SΓ­" if req.exercise_angina == "Y" else "No", + "Tipo_Dolor": req.chest_pain_type, + "Pendiente_ST": req.st_slope, + "Probabilidad_%": round(probability, 2), + "Clasificacion": "Alto Riesgo" if classification == "HIGH" else "Bajo Riesgo", + "Riesgo": "ALTO" if classification == "HIGH" else "BAJO", + } + file_exists = HISTORY_PATH.exists() + with HISTORY_PATH.open("a", newline="", encoding="utf-8") as f: + writer = csv.DictWriter(f, fieldnames=HISTORY_COLUMNS) + if not file_exists or HISTORY_PATH.stat().st_size == 0: + writer.writeheader() + writer.writerow(row) + + +app = FastAPI(title="BeatSense API", version="1.0.0") +app.add_middleware( + CORSMiddleware, + allow_origins=["http://localhost:3000", "http://127.0.0.1:3000"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +@app.get("/health") +def health() -> dict: + return {"status": "ok", "model_loaded": True, "threshold": THRESHOLD} + + +@app.post("/predict", response_model=PredictResponse) +def predict(req: PredictRequest) -> PredictResponse: + try: + X = build_features(req) + probs = model.predict_proba(X)[0] + probability = float(probs[1] * 100) + classification = "HIGH" if probability >= THRESHOLD else "LOW" + patient_id = req.patient_id or f"P-{uuid.uuid4().hex[:8].upper()}" + timestamp = datetime.now().isoformat() + append_history(req, probability, classification, patient_id) + return PredictResponse( + patient_id=patient_id, + timestamp=timestamp, + probability=probability, + classification=classification, + threshold=THRESHOLD, + probabilities=[float(probs[0]), float(probs[1])], + ) + except Exception as exc: + raise HTTPException(status_code=500, detail=str(exc)) + + +@app.get("/history", response_model=list[HistoryEntry]) +def history() -> list[HistoryEntry]: + if not HISTORY_PATH.exists(): + return [] + df = pd.read_csv(HISTORY_PATH) + out: list[HistoryEntry] = [] + for _, row in df.iterrows(): + out.append(HistoryEntry( + date=str(row["Fecha"]), + time=str(row["Hora"]), + patient_id=str(row["ID_Paciente"]), + age=int(row["Edad"]), + sex=str(row["Sexo"]), + max_hr=int(row["FC_Maxima"]), + fasting_bs=str(row["Glucosa_Ayunas"]), + exercise_angina=str(row["Angina_Ejercicio"]), + chest_pain_type=str(row["Tipo_Dolor"]), + st_slope=str(row["Pendiente_ST"]), + probability=float(row["Probabilidad_%"]), + classification=str(row["Clasificacion"]), + risk=str(row["Riesgo"]), + )) + return out + + +@app.get("/stats") +def stats() -> dict: + if not HISTORY_PATH.exists(): + return {"total": 0, "high_risk": 0, "low_risk": 0, "high_risk_pct": 0, "today": 0} + df = pd.read_csv(HISTORY_PATH) + total = len(df) + high = int((df["Riesgo"] == "ALTO").sum()) + low = total - high + today = datetime.now().strftime("%Y-%m-%d") + today_count = int((df["Fecha"] == today).sum()) + return { + "total": total, + "high_risk": high, + "low_risk": low, + "high_risk_pct": round(100 * high / total, 1) if total else 0, + "today": today_count, + } + + +@app.get("/eda") +def eda() -> dict: + csv_path = ROOT / "data" / "heart.csv" + if not csv_path.exists(): + return {} + df = pd.read_csv(csv_path) + # Age histogram (bins of 5) + age_bins = list(range(20, 90, 5)) + df["age_bin"] = pd.cut(df["Age"], bins=age_bins, right=False) + age_hist = ( + df.groupby("age_bin", observed=True)["HeartDisease"] + .agg(["count", "mean"]) + .reset_index() + ) + age_dist = [ + {"bin": f"{int(row['age_bin'].left)}-{int(row['age_bin'].right)}", "count": int(row["count"]), "risk_rate": round(float(row["mean"]) * 100, 1)} + for _, row in age_hist.iterrows() + ] + sex_dist = [ + {"sex": s, "count": int((df["Sex"] == s).sum()), "risk_rate": round(float(df[df["Sex"] == s]["HeartDisease"].mean()) * 100, 1)} + for s in ["M", "F"] + ] + cp_dist = [ + {"type": c, "count": int((df["ChestPainType"] == c).sum()), "risk_rate": round(float(df[df["ChestPainType"] == c]["HeartDisease"].mean()) * 100, 1)} + for c in ["ASY", "ATA", "NAP", "TA"] + ] + scatter = ( + df.sample(min(300, len(df)), random_state=42)[["Age", "MaxHR", "HeartDisease"]] + .to_dict(orient="records") + ) + return { + "age_dist": age_dist, + "sex_dist": sex_dist, + "chest_pain_dist": cp_dist, + "scatter": scatter, + "total": int(len(df)), + } + + +@app.get("/model-info") +def model_info() -> dict: + return { + "name": "Logistic Regression", + "threshold": THRESHOLD, + "metrics": { + "accuracy": 0.88, + "recall": 0.94, + "roc_auc": 0.926, + "cv_mean": 0.8474, + "cv_std": 0.0291, + }, + "alternatives": [ + {"name": "Random Forest", "accuracy": 0.87, "recall": 0.88, "roc_auc": 0.91}, + {"name": "K-NN", "accuracy": 0.82, "recall": 0.83, "roc_auc": 0.87}, + {"name": "XGBoost", "accuracy": 0.86, "recall": 0.87, "roc_auc": 0.90}, + ], + "features": [ + "Age", "Sex", "MaxHR", "FastingBS", "ExerciseAngina", + "ChestPainType (ASY/ATA/NAP/TA)", "ST_Slope (Up/Flat/Down)", + ], + } diff --git a/data/heart.csv b/data/heart.csv new file mode 100644 index 0000000000000000000000000000000000000000..5d9bce6977f14a068d9c1d223d7bad0f04a045df --- /dev/null +++ b/data/heart.csv @@ -0,0 +1,919 @@ +Age,Sex,ChestPainType,RestingBP,Cholesterol,FastingBS,RestingECG,MaxHR,ExerciseAngina,Oldpeak,ST_Slope,HeartDisease +40,M,ATA,140,289,0,Normal,172,N,0,Up,0 +49,F,NAP,160,180,0,Normal,156,N,1,Flat,1 +37,M,ATA,130,283,0,ST,98,N,0,Up,0 +48,F,ASY,138,214,0,Normal,108,Y,1.5,Flat,1 +54,M,NAP,150,195,0,Normal,122,N,0,Up,0 +39,M,NAP,120,339,0,Normal,170,N,0,Up,0 +45,F,ATA,130,237,0,Normal,170,N,0,Up,0 +54,M,ATA,110,208,0,Normal,142,N,0,Up,0 +37,M,ASY,140,207,0,Normal,130,Y,1.5,Flat,1 +48,F,ATA,120,284,0,Normal,120,N,0,Up,0 +37,F,NAP,130,211,0,Normal,142,N,0,Up,0 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+51,F,ASY,130,305,0,Normal,142,Y,1.2,Flat,1 +44,M,NAP,120,226,0,Normal,169,N,0,Up,0 +60,F,TA,150,240,0,Normal,171,N,0.9,Up,0 +63,M,TA,145,233,1,LVH,150,N,2.3,Down,0 +57,M,ASY,150,276,0,LVH,112,Y,0.6,Flat,1 +51,M,ASY,140,261,0,LVH,186,Y,0,Up,0 +58,F,ATA,136,319,1,LVH,152,N,0,Up,1 +44,F,NAP,118,242,0,Normal,149,N,0.3,Flat,0 +47,M,NAP,108,243,0,Normal,152,N,0,Up,1 +61,M,ASY,120,260,0,Normal,140,Y,3.6,Flat,1 +57,F,ASY,120,354,0,Normal,163,Y,0.6,Up,0 +70,M,ATA,156,245,0,LVH,143,N,0,Up,0 +76,F,NAP,140,197,0,ST,116,N,1.1,Flat,0 +67,F,ASY,106,223,0,Normal,142,N,0.3,Up,0 +45,M,ASY,142,309,0,LVH,147,Y,0,Flat,1 +45,M,ASY,104,208,0,LVH,148,Y,3,Flat,0 +39,F,NAP,94,199,0,Normal,179,N,0,Up,0 +42,F,NAP,120,209,0,Normal,173,N,0,Flat,0 +56,M,ATA,120,236,0,Normal,178,N,0.8,Up,0 +58,M,ASY,146,218,0,Normal,105,N,2,Flat,1 +35,M,ASY,120,198,0,Normal,130,Y,1.6,Flat,1 +58,M,ASY,150,270,0,LVH,111,Y,0.8,Up,1 +41,M,NAP,130,214,0,LVH,168,N,2,Flat,0 +57,M,ASY,110,201,0,Normal,126,Y,1.5,Flat,0 +42,M,TA,148,244,0,LVH,178,N,0.8,Up,0 +62,M,ATA,128,208,1,LVH,140,N,0,Up,0 +59,M,TA,178,270,0,LVH,145,N,4.2,Down,0 +41,F,ATA,126,306,0,Normal,163,N,0,Up,0 +50,M,ASY,150,243,0,LVH,128,N,2.6,Flat,1 +59,M,ATA,140,221,0,Normal,164,Y,0,Up,0 +61,F,ASY,130,330,0,LVH,169,N,0,Up,1 +54,M,ASY,124,266,0,LVH,109,Y,2.2,Flat,1 +54,M,ASY,110,206,0,LVH,108,Y,0,Flat,1 +52,M,ASY,125,212,0,Normal,168,N,1,Up,1 +47,M,ASY,110,275,0,LVH,118,Y,1,Flat,1 +66,M,ASY,120,302,0,LVH,151,N,0.4,Flat,0 +58,M,ASY,100,234,0,Normal,156,N,0.1,Up,1 +64,F,NAP,140,313,0,Normal,133,N,0.2,Up,0 +50,F,ATA,120,244,0,Normal,162,N,1.1,Up,0 +44,F,NAP,108,141,0,Normal,175,N,0.6,Flat,0 +67,M,ASY,120,237,0,Normal,71,N,1,Flat,1 +49,F,ASY,130,269,0,Normal,163,N,0,Up,0 +57,M,ASY,165,289,1,LVH,124,N,1,Flat,1 +63,M,ASY,130,254,0,LVH,147,N,1.4,Flat,1 +48,M,ASY,124,274,0,LVH,166,N,0.5,Flat,1 +51,M,NAP,100,222,0,Normal,143,Y,1.2,Flat,0 +60,F,ASY,150,258,0,LVH,157,N,2.6,Flat,1 +59,M,ASY,140,177,0,Normal,162,Y,0,Up,1 +45,F,ATA,112,160,0,Normal,138,N,0,Flat,0 +55,F,ASY,180,327,0,ST,117,Y,3.4,Flat,1 +41,M,ATA,110,235,0,Normal,153,N,0,Up,0 +60,F,ASY,158,305,0,LVH,161,N,0,Up,1 +54,F,NAP,135,304,1,Normal,170,N,0,Up,0 +42,M,ATA,120,295,0,Normal,162,N,0,Up,0 +49,F,ATA,134,271,0,Normal,162,N,0,Flat,0 +46,M,ASY,120,249,0,LVH,144,N,0.8,Up,1 +56,F,ASY,200,288,1,LVH,133,Y,4,Down,1 +66,F,TA,150,226,0,Normal,114,N,2.6,Down,0 +56,M,ASY,130,283,1,LVH,103,Y,1.6,Down,1 +49,M,NAP,120,188,0,Normal,139,N,2,Flat,1 +54,M,ASY,122,286,0,LVH,116,Y,3.2,Flat,1 +57,M,ASY,152,274,0,Normal,88,Y,1.2,Flat,1 +65,F,NAP,160,360,0,LVH,151,N,0.8,Up,0 +54,M,NAP,125,273,0,LVH,152,N,0.5,Down,0 +54,F,NAP,160,201,0,Normal,163,N,0,Up,0 +62,M,ASY,120,267,0,Normal,99,Y,1.8,Flat,1 +52,F,NAP,136,196,0,LVH,169,N,0.1,Flat,0 +52,M,ATA,134,201,0,Normal,158,N,0.8,Up,0 +60,M,ASY,117,230,1,Normal,160,Y,1.4,Up,1 +63,F,ASY,108,269,0,Normal,169,Y,1.8,Flat,1 +66,M,ASY,112,212,0,LVH,132,Y,0.1,Up,1 +42,M,ASY,140,226,0,Normal,178,N,0,Up,0 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+56,M,TA,120,193,0,LVH,162,N,1.9,Flat,0 +66,F,ASY,178,228,1,Normal,165,Y,1,Flat,1 +38,M,TA,120,231,0,Normal,182,Y,3.8,Flat,1 +62,F,ASY,150,244,0,Normal,154,Y,1.4,Flat,1 +55,M,ATA,130,262,0,Normal,155,N,0,Up,0 +58,M,ASY,128,259,0,LVH,130,Y,3,Flat,1 +43,M,ASY,110,211,0,Normal,161,N,0,Up,0 +64,F,ASY,180,325,0,Normal,154,Y,0,Up,0 +50,F,ASY,110,254,0,LVH,159,N,0,Up,0 +53,M,NAP,130,197,1,LVH,152,N,1.2,Down,0 +45,F,ASY,138,236,0,LVH,152,Y,0.2,Flat,0 +65,M,TA,138,282,1,LVH,174,N,1.4,Flat,1 +69,M,TA,160,234,1,LVH,131,N,0.1,Flat,0 +69,M,NAP,140,254,0,LVH,146,N,2,Flat,1 +67,M,ASY,100,299,0,LVH,125,Y,0.9,Flat,1 +68,F,NAP,120,211,0,LVH,115,N,1.5,Flat,0 +34,M,TA,118,182,0,LVH,174,N,0,Up,0 +62,F,ASY,138,294,1,Normal,106,N,1.9,Flat,1 +51,M,ASY,140,298,0,Normal,122,Y,4.2,Flat,1 +46,M,NAP,150,231,0,Normal,147,N,3.6,Flat,1 +67,M,ASY,125,254,1,Normal,163,N,0.2,Flat,1 +50,M,NAP,129,196,0,Normal,163,N,0,Up,0 +42,M,NAP,120,240,1,Normal,194,N,0.8,Down,0 +56,F,ASY,134,409,0,LVH,150,Y,1.9,Flat,1 +41,M,ASY,110,172,0,LVH,158,N,0,Up,1 +42,F,ASY,102,265,0,LVH,122,N,0.6,Flat,0 +53,M,NAP,130,246,1,LVH,173,N,0,Up,0 +43,M,NAP,130,315,0,Normal,162,N,1.9,Up,0 +56,M,ASY,132,184,0,LVH,105,Y,2.1,Flat,1 +52,M,ASY,108,233,1,Normal,147,N,0.1,Up,0 +62,F,ASY,140,394,0,LVH,157,N,1.2,Flat,0 +70,M,NAP,160,269,0,Normal,112,Y,2.9,Flat,1 +54,M,ASY,140,239,0,Normal,160,N,1.2,Up,0 +70,M,ASY,145,174,0,Normal,125,Y,2.6,Down,1 +54,M,ATA,108,309,0,Normal,156,N,0,Up,0 +35,M,ASY,126,282,0,LVH,156,Y,0,Up,1 +48,M,NAP,124,255,1,Normal,175,N,0,Up,0 +55,F,ATA,135,250,0,LVH,161,N,1.4,Flat,0 +58,F,ASY,100,248,0,LVH,122,N,1,Flat,0 +54,F,NAP,110,214,0,Normal,158,N,1.6,Flat,0 +69,F,TA,140,239,0,Normal,151,N,1.8,Up,0 +77,M,ASY,125,304,0,LVH,162,Y,0,Up,1 +68,M,NAP,118,277,0,Normal,151,N,1,Up,0 +58,M,ASY,125,300,0,LVH,171,N,0,Up,1 +60,M,ASY,125,258,0,LVH,141,Y,2.8,Flat,1 +51,M,ASY,140,299,0,Normal,173,Y,1.6,Up,1 +55,M,ASY,160,289,0,LVH,145,Y,0.8,Flat,1 +52,M,TA,152,298,1,Normal,178,N,1.2,Flat,0 +60,F,NAP,102,318,0,Normal,160,N,0,Up,0 +58,M,NAP,105,240,0,LVH,154,Y,0.6,Flat,0 +64,M,NAP,125,309,0,Normal,131,Y,1.8,Flat,1 +37,M,NAP,130,250,0,Normal,187,N,3.5,Down,0 +59,M,TA,170,288,0,LVH,159,N,0.2,Flat,1 +51,M,NAP,125,245,1,LVH,166,N,2.4,Flat,0 +43,F,NAP,122,213,0,Normal,165,N,0.2,Flat,0 +58,M,ASY,128,216,0,LVH,131,Y,2.2,Flat,1 +29,M,ATA,130,204,0,LVH,202,N,0,Up,0 +41,F,ATA,130,204,0,LVH,172,N,1.4,Up,0 +63,F,NAP,135,252,0,LVH,172,N,0,Up,0 +51,M,NAP,94,227,0,Normal,154,Y,0,Up,0 +54,M,NAP,120,258,0,LVH,147,N,0.4,Flat,0 +44,M,ATA,120,220,0,Normal,170,N,0,Up,0 +54,M,ASY,110,239,0,Normal,126,Y,2.8,Flat,1 +65,M,ASY,135,254,0,LVH,127,N,2.8,Flat,1 +57,M,NAP,150,168,0,Normal,174,N,1.6,Up,0 +63,M,ASY,130,330,1,LVH,132,Y,1.8,Up,1 +35,F,ASY,138,183,0,Normal,182,N,1.4,Up,0 +41,M,ATA,135,203,0,Normal,132,N,0,Flat,0 +62,F,NAP,130,263,0,Normal,97,N,1.2,Flat,1 +43,F,ASY,132,341,1,LVH,136,Y,3,Flat,1 +58,F,TA,150,283,1,LVH,162,N,1,Up,0 +52,M,TA,118,186,0,LVH,190,N,0,Flat,0 +61,F,ASY,145,307,0,LVH,146,Y,1,Flat,1 +39,M,ASY,118,219,0,Normal,140,N,1.2,Flat,1 +45,M,ASY,115,260,0,LVH,185,N,0,Up,0 +52,M,ASY,128,255,0,Normal,161,Y,0,Up,1 +62,M,NAP,130,231,0,Normal,146,N,1.8,Flat,0 +62,F,ASY,160,164,0,LVH,145,N,6.2,Down,1 +53,F,ASY,138,234,0,LVH,160,N,0,Up,0 +43,M,ASY,120,177,0,LVH,120,Y,2.5,Flat,1 +47,M,NAP,138,257,0,LVH,156,N,0,Up,0 +52,M,ATA,120,325,0,Normal,172,N,0.2,Up,0 +68,M,NAP,180,274,1,LVH,150,Y,1.6,Flat,1 +39,M,NAP,140,321,0,LVH,182,N,0,Up,0 +53,F,ASY,130,264,0,LVH,143,N,0.4,Flat,0 +62,F,ASY,140,268,0,LVH,160,N,3.6,Down,1 +51,F,NAP,140,308,0,LVH,142,N,1.5,Up,0 +60,M,ASY,130,253,0,Normal,144,Y,1.4,Up,1 +65,M,ASY,110,248,0,LVH,158,N,0.6,Up,1 +65,F,NAP,155,269,0,Normal,148,N,0.8,Up,0 +60,M,NAP,140,185,0,LVH,155,N,3,Flat,1 +60,M,ASY,145,282,0,LVH,142,Y,2.8,Flat,1 +54,M,ASY,120,188,0,Normal,113,N,1.4,Flat,1 +44,M,ATA,130,219,0,LVH,188,N,0,Up,0 +44,M,ASY,112,290,0,LVH,153,N,0,Up,1 +51,M,NAP,110,175,0,Normal,123,N,0.6,Up,0 +59,M,NAP,150,212,1,Normal,157,N,1.6,Up,0 +71,F,ATA,160,302,0,Normal,162,N,0.4,Up,0 +61,M,NAP,150,243,1,Normal,137,Y,1,Flat,0 +55,M,ASY,132,353,0,Normal,132,Y,1.2,Flat,1 +64,M,NAP,140,335,0,Normal,158,N,0,Up,1 +43,M,ASY,150,247,0,Normal,171,N,1.5,Up,0 +58,F,NAP,120,340,0,Normal,172,N,0,Up,0 +60,M,ASY,130,206,0,LVH,132,Y,2.4,Flat,1 +58,M,ATA,120,284,0,LVH,160,N,1.8,Flat,1 +49,M,ATA,130,266,0,Normal,171,N,0.6,Up,0 +48,M,ATA,110,229,0,Normal,168,N,1,Down,1 +52,M,NAP,172,199,1,Normal,162,N,0.5,Up,0 +44,M,ATA,120,263,0,Normal,173,N,0,Up,0 +56,F,ATA,140,294,0,LVH,153,N,1.3,Flat,0 +57,M,ASY,140,192,0,Normal,148,N,0.4,Flat,0 +67,M,ASY,160,286,0,LVH,108,Y,1.5,Flat,1 +53,F,NAP,128,216,0,LVH,115,N,0,Up,0 +52,M,NAP,138,223,0,Normal,169,N,0,Up,0 +43,M,ASY,132,247,1,LVH,143,Y,0.1,Flat,1 +52,M,ASY,128,204,1,Normal,156,Y,1,Flat,1 +59,M,TA,134,204,0,Normal,162,N,0.8,Up,1 +64,M,TA,170,227,0,LVH,155,N,0.6,Flat,0 +66,F,NAP,146,278,0,LVH,152,N,0,Flat,0 +39,F,NAP,138,220,0,Normal,152,N,0,Flat,0 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+38,M,NAP,138,175,0,Normal,173,N,0,Up,0 diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh new file mode 100755 index 0000000000000000000000000000000000000000..d8ce09c417db37a2bd018c7894fdbef989fd938f --- /dev/null +++ b/docker/entrypoint.sh @@ -0,0 +1,42 @@ +#!/usr/bin/env bash +# Boots FastAPI (8000) + Next.js standalone (7860) in one container. +# Forwards signals so the container stops cleanly under HF Spaces / docker stop. +set -euo pipefail + +cd /home/app/code + +PORT_API="${PORT_API:-8000}" +PORT_WEB="${PORT:-7860}" +HOST="${HOSTNAME:-0.0.0.0}" + +echo "[boot] starting FastAPI on :${PORT_API} ..." +uv run uvicorn api.main:app --host 127.0.0.1 --port "${PORT_API}" --workers 1 & +PID_API=$! + +# Wait for FastAPI to become ready (max ~30s) +for i in $(seq 1 30); do + if curl -fsS "http://127.0.0.1:${PORT_API}/health" >/dev/null 2>&1; then + echo "[boot] FastAPI is up." + break + fi + sleep 1 +done + +echo "[boot] starting Next.js on :${PORT_WEB} ..." +cd /home/app/code/frontend +HOSTNAME="${HOST}" PORT="${PORT_WEB}" node server.js & +PID_WEB=$! + +terminate() { + echo "[boot] stopping ..." + kill -TERM "${PID_API}" "${PID_WEB}" 2>/dev/null || true + wait || true + exit 0 +} +trap terminate INT TERM + +# Exit if either child dies +wait -n "${PID_API}" "${PID_WEB}" +EXIT_CODE=$? +echo "[boot] a child exited with code ${EXIT_CODE}, shutting down." +terminate diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..5ef6a520780202a1d6addd833d800ccb1ecac0bb --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,41 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.* +.yarn/* +!.yarn/patches +!.yarn/plugins +!.yarn/releases +!.yarn/versions + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# env files (can opt-in for committing if needed) +.env* + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e215bc4ccf138bbc38ad58ad57e92135484b3c0f --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,36 @@ +This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). + +## Getting Started + +First, run the development server: + +```bash +npm run dev +# or +yarn dev +# or +pnpm dev +# or +bun dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. + +This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel. + +## Learn More + +To learn more about Next.js, take a look at the following resources: + +- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API. +- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial. + +You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome! + +## Deploy on Vercel + +The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js. + +Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details. diff --git a/frontend/eslint.config.mjs b/frontend/eslint.config.mjs new file mode 100644 index 0000000000000000000000000000000000000000..05e726d1b4201bc8c7716d2b058279676582e8c0 --- /dev/null +++ b/frontend/eslint.config.mjs @@ -0,0 +1,18 @@ +import { defineConfig, globalIgnores } from "eslint/config"; +import nextVitals from "eslint-config-next/core-web-vitals"; +import nextTs from "eslint-config-next/typescript"; + +const eslintConfig = defineConfig([ + ...nextVitals, + ...nextTs, + // Override default ignores of eslint-config-next. + globalIgnores([ + // Default ignores of eslint-config-next: + ".next/**", + "out/**", + "build/**", + "next-env.d.ts", + ]), +]); + +export default eslintConfig; diff --git a/frontend/next.config.ts b/frontend/next.config.ts new file mode 100644 index 0000000000000000000000000000000000000000..7c2113a7e63b4d4d6d51ba2e68997b0337725c8f --- /dev/null +++ b/frontend/next.config.ts @@ -0,0 +1,16 @@ +import type { NextConfig } from "next"; + +const nextConfig: NextConfig = { + output: "standalone", + async rewrites() { + const apiTarget = process.env.API_INTERNAL_URL ?? "http://127.0.0.1:8000"; + return [ + { + source: "/api/:path*", + destination: `${apiTarget}/:path*`, + }, + ]; + }, +}; + +export default nextConfig; diff --git a/frontend/package.json b/frontend/package.json new file mode 100644 index 0000000000000000000000000000000000000000..c9e23c07b294147f7bc39cd44215a764b1238c1c --- /dev/null +++ b/frontend/package.json @@ -0,0 +1,44 @@ +{ + "name": "frontend", + "version": "0.1.0", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "eslint" + }, + "dependencies": { + "@hookform/resolvers": "^5.4.0", + "@radix-ui/react-dialog": "^1.1.16", + "@radix-ui/react-dropdown-menu": "^2.1.17", + "@radix-ui/react-label": "^2.1.9", + "@radix-ui/react-select": "^2.3.0", + "@radix-ui/react-slot": "^1.2.5", + "@radix-ui/react-toast": "^1.2.16", + "@tanstack/react-query": "^5.101.0", + "@tanstack/react-table": "^8.21.3", + "class-variance-authority": "^0.7.1", + "clsx": "^2.1.1", + "lucide-react": 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1.3.3(@types/react@19.2.17)(react@19.2.4) + use-sidecar: 1.1.3(@types/react@19.2.17)(react@19.2.4) + optionalDependencies: + '@types/react': 19.2.17 + + react-style-singleton@2.2.3(@types/react@19.2.17)(react@19.2.4): + dependencies: + get-nonce: 1.0.1 + react: 19.2.4 + tslib: 2.8.1 + optionalDependencies: + '@types/react': 19.2.17 + + react@19.2.4: {} + + recharts@3.8.1(@types/react@19.2.17)(react-dom@19.2.4(react@19.2.4))(react-is@16.13.1)(react@19.2.4)(redux@5.0.1): + dependencies: + '@reduxjs/toolkit': 2.12.0(react-redux@9.3.0(@types/react@19.2.17)(react@19.2.4)(redux@5.0.1))(react@19.2.4) + clsx: 2.1.1 + decimal.js-light: 2.5.1 + es-toolkit: 1.47.0 + eventemitter3: 5.0.4 + immer: 10.2.0 + react: 19.2.4 + react-dom: 19.2.4(react@19.2.4) + react-is: 16.13.1 + react-redux: 9.3.0(@types/react@19.2.17)(react@19.2.4)(redux@5.0.1) + reselect: 5.1.1 + tiny-invariant: 1.3.3 + use-sync-external-store: 1.6.0(react@19.2.4) + victory-vendor: 37.3.6 + transitivePeerDependencies: + - '@types/react' + - redux + + redux-thunk@3.1.0(redux@5.0.1): + dependencies: + redux: 5.0.1 + + redux@5.0.1: {} + + reflect.getprototypeof@1.0.10: + dependencies: + call-bind: 1.0.9 + define-properties: 1.2.1 + es-abstract: 1.24.2 + es-errors: 1.3.0 + es-object-atoms: 1.1.2 + get-intrinsic: 1.3.0 + get-proto: 1.0.1 + which-builtin-type: 1.2.1 + + regexp.prototype.flags@1.5.4: + dependencies: + call-bind: 1.0.9 + define-properties: 1.2.1 + es-errors: 1.3.0 + get-proto: 1.0.1 + gopd: 1.2.0 + set-function-name: 2.0.2 + + reselect@5.1.1: {} + + resolve-from@4.0.0: {} + + resolve-pkg-maps@1.0.0: {} + + resolve@2.0.0-next.7: + dependencies: + es-errors: 1.3.0 + is-core-module: 2.16.2 + node-exports-info: 1.6.0 + object-keys: 1.1.1 + path-parse: 1.0.7 + supports-preserve-symlinks-flag: 1.0.0 + + reusify@1.1.0: {} + + run-parallel@1.2.0: + dependencies: + queue-microtask: 1.2.3 + + safe-array-concat@1.1.4: + dependencies: + call-bind: 1.0.9 + call-bound: 1.0.4 + get-intrinsic: 1.3.0 + has-symbols: 1.1.0 + isarray: 2.0.5 + + safe-push-apply@1.0.0: + dependencies: + es-errors: 1.3.0 + isarray: 2.0.5 + + safe-regex-test@1.1.0: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + is-regex: 1.2.1 + + scheduler@0.27.0: {} + + semver@6.3.1: {} + + semver@7.8.2: {} + + set-function-length@1.2.2: + dependencies: + define-data-property: 1.1.4 + es-errors: 1.3.0 + function-bind: 1.1.2 + get-intrinsic: 1.3.0 + gopd: 1.2.0 + has-property-descriptors: 1.0.2 + + set-function-name@2.0.2: + dependencies: + define-data-property: 1.1.4 + es-errors: 1.3.0 + functions-have-names: 1.2.3 + has-property-descriptors: 1.0.2 + + set-proto@1.0.0: + dependencies: + dunder-proto: 1.0.1 + es-errors: 1.3.0 + es-object-atoms: 1.1.2 + + sharp@0.34.5: + dependencies: + '@img/colour': 1.1.0 + detect-libc: 2.1.2 + semver: 7.8.2 + optionalDependencies: + '@img/sharp-darwin-arm64': 0.34.5 + '@img/sharp-darwin-x64': 0.34.5 + '@img/sharp-libvips-darwin-arm64': 1.2.4 + '@img/sharp-libvips-darwin-x64': 1.2.4 + '@img/sharp-libvips-linux-arm': 1.2.4 + '@img/sharp-libvips-linux-arm64': 1.2.4 + '@img/sharp-libvips-linux-ppc64': 1.2.4 + '@img/sharp-libvips-linux-riscv64': 1.2.4 + '@img/sharp-libvips-linux-s390x': 1.2.4 + '@img/sharp-libvips-linux-x64': 1.2.4 + '@img/sharp-libvips-linuxmusl-arm64': 1.2.4 + '@img/sharp-libvips-linuxmusl-x64': 1.2.4 + '@img/sharp-linux-arm': 0.34.5 + '@img/sharp-linux-arm64': 0.34.5 + '@img/sharp-linux-ppc64': 0.34.5 + '@img/sharp-linux-riscv64': 0.34.5 + '@img/sharp-linux-s390x': 0.34.5 + '@img/sharp-linux-x64': 0.34.5 + '@img/sharp-linuxmusl-arm64': 0.34.5 + '@img/sharp-linuxmusl-x64': 0.34.5 + '@img/sharp-wasm32': 0.34.5 + '@img/sharp-win32-arm64': 0.34.5 + '@img/sharp-win32-ia32': 0.34.5 + '@img/sharp-win32-x64': 0.34.5 + optional: true + + shebang-command@2.0.0: + dependencies: + shebang-regex: 3.0.0 + + shebang-regex@3.0.0: {} + + side-channel-list@1.0.1: + dependencies: + es-errors: 1.3.0 + object-inspect: 1.13.4 + + side-channel-map@1.0.1: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + get-intrinsic: 1.3.0 + object-inspect: 1.13.4 + + side-channel-weakmap@1.0.2: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + get-intrinsic: 1.3.0 + object-inspect: 1.13.4 + side-channel-map: 1.0.1 + + side-channel@1.1.0: + dependencies: + es-errors: 1.3.0 + object-inspect: 1.13.4 + side-channel-list: 1.0.1 + side-channel-map: 1.0.1 + side-channel-weakmap: 1.0.2 + + source-map-js@1.2.1: {} + + stable-hash@0.0.5: {} + + stop-iteration-iterator@1.1.0: + dependencies: + es-errors: 1.3.0 + internal-slot: 1.1.0 + + string.prototype.includes@2.0.1: + dependencies: + call-bind: 1.0.9 + define-properties: 1.2.1 + es-abstract: 1.24.2 + + string.prototype.matchall@4.0.12: + dependencies: + call-bind: 1.0.9 + call-bound: 1.0.4 + define-properties: 1.2.1 + es-abstract: 1.24.2 + es-errors: 1.3.0 + es-object-atoms: 1.1.2 + get-intrinsic: 1.3.0 + gopd: 1.2.0 + has-symbols: 1.1.0 + internal-slot: 1.1.0 + regexp.prototype.flags: 1.5.4 + set-function-name: 2.0.2 + side-channel: 1.1.0 + + string.prototype.repeat@1.0.0: + dependencies: + define-properties: 1.2.1 + es-abstract: 1.24.2 + + string.prototype.trim@1.2.11: + dependencies: + call-bind: 1.0.9 + call-bound: 1.0.4 + define-data-property: 1.1.4 + define-properties: 1.2.1 + es-abstract: 1.24.2 + es-object-atoms: 1.1.2 + has-property-descriptors: 1.0.2 + safe-regex-test: 1.1.0 + + string.prototype.trimend@1.0.10: + dependencies: + call-bind: 1.0.9 + call-bound: 1.0.4 + define-properties: 1.2.1 + es-object-atoms: 1.1.2 + + string.prototype.trimstart@1.0.8: + dependencies: + call-bind: 1.0.9 + define-properties: 1.2.1 + es-object-atoms: 1.1.2 + + strip-bom@3.0.0: {} + + strip-json-comments@3.1.1: {} + + styled-jsx@5.1.6(@babel/core@7.29.7)(react@19.2.4): + dependencies: + client-only: 0.0.1 + react: 19.2.4 + optionalDependencies: + '@babel/core': 7.29.7 + + supports-color@7.2.0: + dependencies: + has-flag: 4.0.0 + + supports-preserve-symlinks-flag@1.0.0: {} + + tailwind-merge@3.6.0: {} + + tailwindcss@4.3.0: {} + + tapable@2.3.3: {} + + tiny-invariant@1.3.3: {} + + tinyglobby@0.2.17: + dependencies: + fdir: 6.5.0(picomatch@4.0.4) + picomatch: 4.0.4 + + to-regex-range@5.0.1: + dependencies: + is-number: 7.0.0 + + ts-api-utils@2.5.0(typescript@5.9.3): + dependencies: + typescript: 5.9.3 + + tsconfig-paths@3.15.0: + dependencies: + '@types/json5': 0.0.29 + json5: 1.0.2 + minimist: 1.2.8 + strip-bom: 3.0.0 + + tslib@2.8.1: {} + + type-check@0.4.0: + dependencies: + prelude-ls: 1.2.1 + + typed-array-buffer@1.0.3: + dependencies: + call-bound: 1.0.4 + es-errors: 1.3.0 + is-typed-array: 1.1.15 + + typed-array-byte-length@1.0.3: + dependencies: + call-bind: 1.0.9 + for-each: 0.3.5 + gopd: 1.2.0 + has-proto: 1.2.0 + is-typed-array: 1.1.15 + + typed-array-byte-offset@1.0.4: + dependencies: + available-typed-arrays: 1.0.7 + call-bind: 1.0.9 + for-each: 0.3.5 + gopd: 1.2.0 + has-proto: 1.2.0 + is-typed-array: 1.1.15 + reflect.getprototypeof: 1.0.10 + + typed-array-length@1.0.8: + dependencies: + call-bind: 1.0.9 + for-each: 0.3.5 + gopd: 1.2.0 + is-typed-array: 1.1.15 + possible-typed-array-names: 1.1.0 + reflect.getprototypeof: 1.0.10 + + typescript-eslint@8.60.1(eslint@9.39.4(jiti@2.7.0))(typescript@5.9.3): + dependencies: + '@typescript-eslint/eslint-plugin': 8.60.1(@typescript-eslint/parser@8.60.1(eslint@9.39.4(jiti@2.7.0))(typescript@5.9.3))(eslint@9.39.4(jiti@2.7.0))(typescript@5.9.3) + '@typescript-eslint/parser': 8.60.1(eslint@9.39.4(jiti@2.7.0))(typescript@5.9.3) + '@typescript-eslint/typescript-estree': 8.60.1(typescript@5.9.3) + '@typescript-eslint/utils': 8.60.1(eslint@9.39.4(jiti@2.7.0))(typescript@5.9.3) + eslint: 9.39.4(jiti@2.7.0) + typescript: 5.9.3 + transitivePeerDependencies: + - supports-color + + typescript@5.9.3: {} + + unbox-primitive@1.1.0: + dependencies: + call-bound: 1.0.4 + has-bigints: 1.1.0 + has-symbols: 1.1.0 + which-boxed-primitive: 1.1.1 + + undici-types@6.21.0: {} + + unrs-resolver@1.12.2: + dependencies: + napi-postinstall: 0.3.4 + optionalDependencies: + '@unrs/resolver-binding-android-arm-eabi': 1.12.2 + '@unrs/resolver-binding-android-arm64': 1.12.2 + '@unrs/resolver-binding-darwin-arm64': 1.12.2 + '@unrs/resolver-binding-darwin-x64': 1.12.2 + '@unrs/resolver-binding-freebsd-x64': 1.12.2 + '@unrs/resolver-binding-linux-arm-gnueabihf': 1.12.2 + '@unrs/resolver-binding-linux-arm-musleabihf': 1.12.2 + '@unrs/resolver-binding-linux-arm64-gnu': 1.12.2 + '@unrs/resolver-binding-linux-arm64-musl': 1.12.2 + '@unrs/resolver-binding-linux-loong64-gnu': 1.12.2 + '@unrs/resolver-binding-linux-loong64-musl': 1.12.2 + '@unrs/resolver-binding-linux-ppc64-gnu': 1.12.2 + '@unrs/resolver-binding-linux-riscv64-gnu': 1.12.2 + '@unrs/resolver-binding-linux-riscv64-musl': 1.12.2 + '@unrs/resolver-binding-linux-s390x-gnu': 1.12.2 + '@unrs/resolver-binding-linux-x64-gnu': 1.12.2 + '@unrs/resolver-binding-linux-x64-musl': 1.12.2 + '@unrs/resolver-binding-openharmony-arm64': 1.12.2 + '@unrs/resolver-binding-wasm32-wasi': 1.12.2 + '@unrs/resolver-binding-win32-arm64-msvc': 1.12.2 + '@unrs/resolver-binding-win32-ia32-msvc': 1.12.2 + '@unrs/resolver-binding-win32-x64-msvc': 1.12.2 + + update-browserslist-db@1.2.3(browserslist@4.28.2): + dependencies: + browserslist: 4.28.2 + escalade: 3.2.0 + picocolors: 1.1.1 + + uri-js@4.4.1: + dependencies: + punycode: 2.3.1 + + use-callback-ref@1.3.3(@types/react@19.2.17)(react@19.2.4): + dependencies: + react: 19.2.4 + tslib: 2.8.1 + optionalDependencies: + '@types/react': 19.2.17 + + use-intl@4.13.0(react@19.2.4): + dependencies: + '@formatjs/fast-memoize': 3.1.6 + '@schummar/icu-type-parser': 1.21.5 + icu-minify: 4.13.0 + intl-messageformat: 11.2.8 + react: 19.2.4 + + use-sidecar@1.1.3(@types/react@19.2.17)(react@19.2.4): + dependencies: + detect-node-es: 1.1.0 + react: 19.2.4 + tslib: 2.8.1 + optionalDependencies: + '@types/react': 19.2.17 + + use-sync-external-store@1.6.0(react@19.2.4): + dependencies: + react: 19.2.4 + + victory-vendor@37.3.6: + dependencies: + '@types/d3-array': 3.2.2 + '@types/d3-ease': 3.0.2 + '@types/d3-interpolate': 3.0.4 + '@types/d3-scale': 4.0.9 + '@types/d3-shape': 3.1.8 + '@types/d3-time': 3.0.4 + '@types/d3-timer': 3.0.2 + d3-array: 3.2.4 + d3-ease: 3.0.1 + d3-interpolate: 3.0.1 + d3-scale: 4.0.2 + d3-shape: 3.2.0 + d3-time: 3.1.0 + d3-timer: 3.0.1 + + which-boxed-primitive@1.1.1: + dependencies: + is-bigint: 1.1.0 + is-boolean-object: 1.2.2 + is-number-object: 1.1.1 + is-string: 1.1.1 + is-symbol: 1.1.1 + + which-builtin-type@1.2.1: + dependencies: + call-bound: 1.0.4 + function.prototype.name: 1.1.8 + has-tostringtag: 1.0.2 + is-async-function: 2.1.1 + is-date-object: 1.1.0 + is-finalizationregistry: 1.1.1 + is-generator-function: 1.1.2 + is-regex: 1.2.1 + is-weakref: 1.1.1 + isarray: 2.0.5 + which-boxed-primitive: 1.1.1 + which-collection: 1.0.2 + which-typed-array: 1.1.22 + + which-collection@1.0.2: + dependencies: + is-map: 2.0.3 + is-set: 2.0.3 + is-weakmap: 2.0.2 + is-weakset: 2.0.4 + + which-typed-array@1.1.22: + dependencies: + available-typed-arrays: 1.0.7 + call-bind: 1.0.9 + call-bound: 1.0.4 + for-each: 0.3.5 + get-proto: 1.0.1 + gopd: 1.2.0 + has-tostringtag: 1.0.2 + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + word-wrap@1.2.5: {} + + yallist@3.1.1: {} + + yocto-queue@0.1.0: {} + + zod-validation-error@4.0.2(zod@4.4.3): + dependencies: + zod: 4.4.3 + + zod@4.4.3: {} diff --git a/frontend/pnpm-workspace.yaml b/frontend/pnpm-workspace.yaml new file mode 100644 index 0000000000000000000000000000000000000000..581a9d5b591dfcd01516bf429db120be05a6534f --- /dev/null +++ b/frontend/pnpm-workspace.yaml @@ -0,0 +1,3 @@ +ignoredBuiltDependencies: + - sharp + - unrs-resolver diff --git a/frontend/postcss.config.mjs b/frontend/postcss.config.mjs new file mode 100644 index 0000000000000000000000000000000000000000..61e36849cf7cfa9f1f71b4a3964a4953e3e243d3 --- /dev/null +++ b/frontend/postcss.config.mjs @@ -0,0 +1,7 @@ +const config = { + plugins: { + "@tailwindcss/postcss": {}, + }, +}; + +export default config; diff --git a/frontend/public/file.svg b/frontend/public/file.svg new file mode 100644 index 0000000000000000000000000000000000000000..004145cddf3f9db91b57b9cb596683c8eb420862 --- /dev/null +++ b/frontend/public/file.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/public/globe.svg b/frontend/public/globe.svg new file mode 100644 index 0000000000000000000000000000000000000000..567f17b0d7c7fb662c16d4357dd74830caf2dccb --- /dev/null +++ b/frontend/public/globe.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/public/logu1.png b/frontend/public/logu1.png new file mode 100644 index 0000000000000000000000000000000000000000..0cd302c74a0643610e22ef962000a66e112833db --- /dev/null +++ b/frontend/public/logu1.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c519c9b36504e12c4e144d92680462820525603c5619f8ff03a25c897d893e5 +size 632192 diff --git a/frontend/public/next.svg b/frontend/public/next.svg new file mode 100644 index 0000000000000000000000000000000000000000..5174b28c565c285e3e312ec5178be64fbeca8398 --- /dev/null +++ b/frontend/public/next.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/public/vercel.svg b/frontend/public/vercel.svg new file mode 100644 index 0000000000000000000000000000000000000000..77053960334e2e34dc584dea8019925c3b4ccca9 --- /dev/null +++ b/frontend/public/vercel.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/public/window.svg b/frontend/public/window.svg new file mode 100644 index 0000000000000000000000000000000000000000..b2b2a44f6ebc70c450043c05a002e7a93ba5d651 --- /dev/null +++ b/frontend/public/window.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/app/[lang]/eda/page.tsx b/frontend/src/app/[lang]/eda/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..ffabb1240c0d6ffc2873e949346ae61103363f59 --- /dev/null +++ b/frontend/src/app/[lang]/eda/page.tsx @@ -0,0 +1,21 @@ +import { notFound } from "next/navigation"; +import { isLocale } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { PageHeader } from "@/components/layout/page-header"; +import { EdaCharts } from "@/components/charts/eda-charts"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/[lang]/layout.tsx b/frontend/src/app/[lang]/layout.tsx new file mode 100644 index 0000000000000000000000000000000000000000..373435da4fd8f5f959cfd5d0332235aaecb81601 --- /dev/null +++ b/frontend/src/app/[lang]/layout.tsx @@ -0,0 +1,34 @@ +import { notFound } from "next/navigation"; +import { isLocale, locales } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { Providers } from "@/components/providers"; +import { Sidebar } from "@/components/layout/sidebar"; +import { Header } from "@/components/layout/header"; + +export async function generateStaticParams() { + return locales.map((lang) => ({ lang })); +} + +export default async function LangLayout({ + children, + params, +}: { + children: React.ReactNode; + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + + return ( + +
+ +
+
+
{children}
+
+
+
+ ); +} diff --git a/frontend/src/app/[lang]/model/page.tsx b/frontend/src/app/[lang]/model/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..9977becc45141d3bf997d9d461a8ee30b1d71810 --- /dev/null +++ b/frontend/src/app/[lang]/model/page.tsx @@ -0,0 +1,21 @@ +import { notFound } from "next/navigation"; +import { isLocale } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { PageHeader } from "@/components/layout/page-header"; +import { ModelInsights } from "@/components/model/model-insights"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/[lang]/new-evaluation/page.tsx b/frontend/src/app/[lang]/new-evaluation/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..c2dd519da8a78f54b94af4302b1abee3b1860687 --- /dev/null +++ b/frontend/src/app/[lang]/new-evaluation/page.tsx @@ -0,0 +1,21 @@ +import { EvaluationForm } from "@/components/forms/evaluation-form"; +import { PageHeader } from "@/components/layout/page-header"; +import { getDictionary } from "@/i18n/dictionaries"; +import { isLocale } from "@/i18n/config"; +import { notFound } from "next/navigation"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/[lang]/page.tsx b/frontend/src/app/[lang]/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..85aaa7cce29f9713aa40960b2da58e3c9518eea6 --- /dev/null +++ b/frontend/src/app/[lang]/page.tsx @@ -0,0 +1,21 @@ +import { notFound } from "next/navigation"; +import { isLocale } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { PageHeader } from "@/components/layout/page-header"; +import { DashboardClient } from "@/components/dashboard/dashboard-client"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/[lang]/patients/page.tsx b/frontend/src/app/[lang]/patients/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..d2da53e89b52367b6fd3303f96569542eb665612 --- /dev/null +++ b/frontend/src/app/[lang]/patients/page.tsx @@ -0,0 +1,21 @@ +import { notFound } from "next/navigation"; +import { isLocale } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { PageHeader } from "@/components/layout/page-header"; +import { PatientsTable } from "@/components/patients/patients-table"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/[lang]/settings/page.tsx b/frontend/src/app/[lang]/settings/page.tsx new file mode 100644 index 0000000000000000000000000000000000000000..7d46d5f9ea247459ed37b68f873cc22f30237f0b --- /dev/null +++ b/frontend/src/app/[lang]/settings/page.tsx @@ -0,0 +1,21 @@ +import { notFound } from "next/navigation"; +import { isLocale } from "@/i18n/config"; +import { getDictionary } from "@/i18n/dictionaries"; +import { PageHeader } from "@/components/layout/page-header"; +import { SettingsPanel } from "@/components/settings/settings-panel"; + +export default async function Page({ + params, +}: { + params: Promise<{ lang: string }>; +}) { + const { lang } = await params; + if (!isLocale(lang)) notFound(); + const dict = await getDictionary(lang); + return ( +
+ + +
+ ); +} diff --git a/frontend/src/app/favicon.ico b/frontend/src/app/favicon.ico new file mode 100644 index 0000000000000000000000000000000000000000..718d6fea4835ec2d246af9800eddb7ffb276240c Binary files /dev/null and b/frontend/src/app/favicon.ico differ diff --git a/frontend/src/app/globals.css b/frontend/src/app/globals.css new file mode 100644 index 0000000000000000000000000000000000000000..0df95ae87e1014fdb34e85ceabaf78f10fe2c747 --- /dev/null +++ b/frontend/src/app/globals.css @@ -0,0 +1,146 @@ +@import "tailwindcss"; + +@custom-variant dark (&:where(.dark, .dark *)); + +@theme inline { + --color-background: var(--background); + --color-foreground: var(--foreground); + --color-card: var(--card); + --color-card-foreground: var(--card-foreground); + --color-popover: var(--popover); + --color-popover-foreground: var(--popover-foreground); + --color-primary: var(--primary); + --color-primary-foreground: var(--primary-foreground); + --color-secondary: var(--secondary); + --color-secondary-foreground: var(--secondary-foreground); + --color-muted: var(--muted); + --color-muted-foreground: var(--muted-foreground); + --color-accent: var(--accent); + --color-accent-foreground: var(--accent-foreground); + --color-destructive: var(--destructive); + --color-destructive-foreground: var(--destructive-foreground); + --color-success: var(--success); + --color-success-foreground: var(--success-foreground); + --color-warning: var(--warning); + --color-warning-foreground: var(--warning-foreground); + --color-border: var(--border); + --color-input: var(--input); + --color-ring: var(--ring); + --color-sidebar: var(--sidebar); + --color-sidebar-foreground: var(--sidebar-foreground); + --color-sidebar-border: var(--sidebar-border); + --color-sidebar-accent: var(--sidebar-accent); + --font-sans: var(--font-inter); + --font-mono: var(--font-jetbrains-mono); + --radius-sm: 0.25rem; + --radius-md: 0.375rem; + --radius-lg: 0.5rem; + --radius-xl: 0.75rem; +} + +:root { + --background: #f7f8fa; + --foreground: #0b1220; + --card: #ffffff; + --card-foreground: #0b1220; + --popover: #ffffff; + --popover-foreground: #0b1220; + --primary: #1d4ed8; + --primary-foreground: #ffffff; + --secondary: #eef2ff; + --secondary-foreground: #1e293b; + --muted: #f1f5f9; + --muted-foreground: #64748b; + --accent: #e0f2fe; + --accent-foreground: #075985; + --destructive: #dc2626; + --destructive-foreground: #ffffff; + --success: #15803d; + --success-foreground: #ffffff; + --warning: #b45309; + --warning-foreground: #ffffff; + --border: #e2e8f0; + --input: #e2e8f0; + --ring: #1d4ed8; + --sidebar: #0f172a; + --sidebar-foreground: #cbd5e1; + --sidebar-border: #1e293b; + --sidebar-accent: #1e293b; +} + +.dark { + --background: #0a0f1a; + --foreground: #e6edf7; + --card: #0f172a; + --card-foreground: #e6edf7; + --popover: #0f172a; + --popover-foreground: #e6edf7; + --primary: #60a5fa; + --primary-foreground: #0a0f1a; + --secondary: #1e293b; + --secondary-foreground: #e6edf7; + --muted: #1e293b; + --muted-foreground: #94a3b8; + --accent: #1e3a8a; + --accent-foreground: #dbeafe; + --destructive: #f87171; + --destructive-foreground: #0a0f1a; + --success: #34d399; + --success-foreground: #0a0f1a; + --warning: #fbbf24; + --warning-foreground: #0a0f1a; + --border: #1e293b; + --input: #1e293b; + --ring: #60a5fa; + --sidebar: #060a13; + --sidebar-foreground: #cbd5e1; + --sidebar-border: #1e293b; + --sidebar-accent: #1e293b; +} + +* { + border-color: var(--border); +} + +html, +body { + background: var(--background); + color: var(--foreground); + font-family: var(--font-inter), ui-sans-serif, system-ui, sans-serif; + -webkit-font-smoothing: antialiased; +} + +::-webkit-scrollbar { + width: 10px; + height: 10px; +} +::-webkit-scrollbar-track { + background: transparent; +} +::-webkit-scrollbar-thumb { + background: var(--border); + border-radius: 9999px; +} +::-webkit-scrollbar-thumb:hover { + background: var(--muted-foreground); +} + +/* Ticket print styles */ +@media print { + body * { + visibility: hidden; + } + .print-area, + .print-area * { + visibility: visible; + } + .print-area { + position: absolute; + left: 0; + top: 0; + width: 100%; + padding: 1rem; + background: #fff !important; + color: #000 !important; + } +} diff --git a/frontend/src/app/layout.tsx b/frontend/src/app/layout.tsx new file mode 100644 index 0000000000000000000000000000000000000000..eb5807af9d591f64ebcd39f367e700882fcdd111 --- /dev/null +++ b/frontend/src/app/layout.tsx @@ -0,0 +1,37 @@ +import type { Metadata } from "next"; +import { Inter, JetBrains_Mono } from "next/font/google"; +import { ThemeRoot } from "@/components/providers"; +import "./globals.css"; + +const inter = Inter({ + variable: "--font-inter", + subsets: ["latin"], +}); + +const mono = JetBrains_Mono({ + variable: "--font-jetbrains-mono", + subsets: ["latin"], +}); + +export const metadata: Metadata = { + title: "BeatSense β€” Cardiovascular Risk Intelligence", + description: + "Clinical workstation for cardiovascular risk assessment powered by ML.", + icons: { icon: "/logu1.png" }, +}; + +export default function RootLayout({ + children, +}: { + children: React.ReactNode; +}) { + return ( + + + {children} + + + ); +} diff --git a/frontend/src/components/charts/eda-charts.tsx b/frontend/src/components/charts/eda-charts.tsx new file mode 100644 index 0000000000000000000000000000000000000000..cf8b365a8046102c15f0e20157a1865ee881e650 --- /dev/null +++ b/frontend/src/components/charts/eda-charts.tsx @@ -0,0 +1,150 @@ +"use client"; + +import { useQuery } from "@tanstack/react-query"; +import { + BarChart, + Bar, + XAxis, + YAxis, + Tooltip, + ResponsiveContainer, + CartesianGrid, + ScatterChart, + Scatter, + Legend, + Cell, + PieChart, + Pie, +} from "recharts"; +import { api } from "@/lib/api"; +import { useT } from "@/i18n/context"; +import { Card, CardContent } from "@/components/ui/card"; + +const TOOLTIP = { + contentStyle: { + background: "var(--popover)", + border: "1px solid var(--border)", + borderRadius: 8, + fontSize: 12, + color: "var(--popover-foreground)", + }, + cursor: { fill: "var(--muted)", opacity: 0.3 }, +}; + +export function EdaCharts() { + const { dict } = useT(); + const { data, isLoading } = useQuery({ queryKey: ["eda"], queryFn: api.eda }); + + if (isLoading || !data) { + return ( + + + {dict.common.loading} + + + ); + } + + return ( +
+ + + + + + + + + + + + + + + + + {data.sex_dist.map((_, i) => ( + + ))} + + + + + + + + + + + + + + + + + + + + + + + + + + + + d.HeartDisease === 0)} + fill="var(--success)" + name={dict.common.low} + /> + d.HeartDisease === 1)} + fill="var(--destructive)" + name={dict.common.high} + /> + + + + +
+ ); +} + +function ChartCard({ + title, + children, +}: { + title: string; + children: React.ReactNode; +}) { + return ( + + +

+ {title} +

+ {children} +
+
+ ); +} diff --git a/frontend/src/components/dashboard/dashboard-client.tsx b/frontend/src/components/dashboard/dashboard-client.tsx new file mode 100644 index 0000000000000000000000000000000000000000..db63ce83d2bb3c62267a1c7c37c2040bb9197067 --- /dev/null +++ b/frontend/src/components/dashboard/dashboard-client.tsx @@ -0,0 +1,216 @@ +"use client"; + +import Link from "next/link"; +import { useQuery } from "@tanstack/react-query"; +import { + Activity, + AlertTriangle, + CalendarDays, + HeartPulse, + TrendingUp, +} from "lucide-react"; +import { + PieChart, + Pie, + Cell, + ResponsiveContainer, + Legend, + Tooltip, +} from "recharts"; +import { Card, CardContent } from "@/components/ui/card"; +import { Badge } from "@/components/ui/badge"; +import { Button } from "@/components/ui/button"; +import { api } from "@/lib/api"; +import { useT } from "@/i18n/context"; + +export function DashboardClient() { + const { dict, locale } = useT(); + const stats = useQuery({ queryKey: ["stats"], queryFn: api.stats }); + const history = useQuery({ queryKey: ["history"], queryFn: api.history }); + + const s = stats.data ?? { + total: 0, + high_risk: 0, + low_risk: 0, + high_risk_pct: 0, + today: 0, + }; + + const recent = (history.data ?? []).slice(-8).reverse(); + + const pieData = [ + { name: dict.dashboard.kpi.lowRisk, value: s.low_risk, color: "var(--success)" }, + { name: dict.dashboard.kpi.highRisk, value: s.high_risk, color: "var(--destructive)" }, + ]; + + return ( +
+
+ } + label={dict.dashboard.kpi.totalAssessments} + value={s.total.toString()} + /> + } + label={dict.dashboard.kpi.todayAssessments} + value={s.today.toString()} + /> + } + label={dict.dashboard.kpi.highRiskPct} + value={`${s.high_risk_pct}%`} + tone={s.high_risk_pct >= 40 ? "danger" : "default"} + /> + } + label={dict.dashboard.kpi.highRisk} + value={s.high_risk.toString()} + tone="danger" + /> +
+ +
+ + +
+

+ {dict.dashboard.recentTitle} +

+ +
+ {recent.length === 0 ? ( +
+ {dict.dashboard.recentEmpty} +
+ ) : ( +
+ + + + + + + + + + + + + {recent.map((r, i) => ( + + + + + + + + + ))} + +
{dict.history.columns.patientId}{dict.history.columns.date}{dict.history.columns.age}{dict.history.columns.sex}{dict.history.columns.probability}{dict.history.columns.risk}
{r.patient_id}{r.date} Β· {r.time}{r.age}{r.sex} + {r.probability.toFixed(1)}% + + + {r.risk === "ALTO" + ? dict.common.high + : dict.common.low} + +
+
+ )} +
+
+ + + +

+ {dict.dashboard.riskDistribution} +

+
+ {s.total === 0 ? ( +
+ {dict.common.noData} +
+ ) : ( + + + + {pieData.map((d, i) => ( + + ))} + + + + + + )} +
+
+
+
+
+ ); +} + +function KpiCard({ + icon, + label, + value, + tone = "default", +}: { + icon: React.ReactNode; + label: string; + value: string; + tone?: "default" | "danger"; +}) { + return ( + + +
+
+ {label} +
+
+ {value} +
+
+
+ {icon} +
+
+
+ ); +} diff --git a/frontend/src/components/forms/evaluation-form.tsx b/frontend/src/components/forms/evaluation-form.tsx new file mode 100644 index 0000000000000000000000000000000000000000..3d7ad6ddcc7a37e25ba7ee2d5536580ef101d868 --- /dev/null +++ b/frontend/src/components/forms/evaluation-form.tsx @@ -0,0 +1,392 @@ +"use client"; + +import { useForm } from "react-hook-form"; +import { zodResolver } from "@hookform/resolvers/zod"; +import { z } from "zod"; +import { useMutation } from "@tanstack/react-query"; +import { useState } from "react"; +import { + Heart, + Stethoscope, + ClipboardList, + Loader2, + RotateCcw, + Activity, +} from "lucide-react"; +import { useT } from "@/i18n/context"; +import { api, type PredictRequest, type PredictResponse } from "@/lib/api"; +import { Button } from "@/components/ui/button"; +import { Card, CardContent } from "@/components/ui/card"; +import { Input } from "@/components/ui/input"; +import { Label } from "@/components/ui/label"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, + SelectValue, +} from "@/components/ui/select"; +import { Ticket } from "@/components/ticket/ticket"; + +const numberOrEmpty = z + .union([z.string(), z.number()]) + .transform((v) => { + if (typeof v === "number") return v; + if (v === "" || v == null) return undefined; + const n = Number(v); + return Number.isFinite(n) ? n : undefined; + }) + .optional(); + +const requiredNumber = z + .union([z.string(), z.number()]) + .transform((v) => Number(v)) + .refine((n) => Number.isFinite(n), { message: "Invalid number" }); + +const schema = z.object({ + patient_id: z.string().max(64).optional(), + age: requiredNumber.refine((n) => n >= 1 && n <= 120, "Age out of range"), + sex: z.enum(["M", "F"]), + resting_bp: numberOrEmpty, + cholesterol: numberOrEmpty, + max_hr: requiredNumber.refine((n) => n >= 40 && n <= 240, "HR out of range"), + fasting_bs: z.enum(["0", "1"]), + exercise_angina: z.enum(["Y", "N"]), + chest_pain_type: z.enum(["ASY", "ATA", "NAP", "TA"]), + resting_ecg: z.enum(["Normal", "ST", "LVH"]).optional(), + st_slope: z.enum(["Up", "Flat", "Down"]), + oldpeak: numberOrEmpty, +}); + +type FormValues = z.input; +type FormOutput = z.output; + +const DEFAULTS: Partial = { + patient_id: "", + sex: "M", + fasting_bs: "0", + exercise_angina: "N", + chest_pain_type: "ASY", + resting_ecg: "Normal", + st_slope: "Flat", +}; + +export function EvaluationForm() { + const { dict } = useT(); + const [result, setResult] = useState<{ + response: PredictResponse; + snapshot: FormOutput; + } | null>(null); + + const { + register, + handleSubmit, + reset, + setValue, + watch, + formState: { errors }, + } = useForm({ + resolver: zodResolver(schema), + defaultValues: DEFAULTS, + }); + + const mutation = useMutation({ + mutationFn: (values: PredictRequest) => api.predict(values), + }); + + const onSubmit = handleSubmit(async (values) => { + const payload: PredictRequest = { + patient_id: values.patient_id || null, + age: values.age, + sex: values.sex, + chest_pain_type: values.chest_pain_type, + max_hr: values.max_hr, + fasting_bs: Number(values.fasting_bs) as 0 | 1, + exercise_angina: values.exercise_angina, + st_slope: values.st_slope, + resting_bp: values.resting_bp ?? null, + cholesterol: values.cholesterol ?? null, + resting_ecg: values.resting_ecg ?? null, + oldpeak: values.oldpeak ?? null, + }; + const response = await mutation.mutateAsync(payload); + setResult({ response, snapshot: values }); + }); + + if (result) { + return ( + { + setResult(null); + reset(DEFAULTS); + }} + /> + ); + } + + return ( +
+ + + } + label={dict.form.sections.demographics} + /> +
+ + + + + + + + + +
+
+
+ + + + } + label={dict.form.sections.vitals} + /> +
+ + + + + + + + + + + + +
+
+
+ + + + } + label={dict.form.sections.symptoms} + /> +
+ + + + + + + + + + + + + + + + + + + +
+
+
+ + {mutation.error && ( +
+ {dict.result.error} +
+ )} + +
+ + +
+
+ ); +} + +function SectionTitle({ + icon, + label, +}: { + icon: React.ReactNode; + label: string; +}) { + return ( +
+
+ {icon} +
+ {label} +
+ ); +} + +function Field({ + label, + error, + children, +}: { + label: string; + error?: string; + children: React.ReactNode; +}) { + return ( +
+ + {children} + {error &&

{error}

} +
+ ); +} diff --git a/frontend/src/components/layout/header.tsx b/frontend/src/components/layout/header.tsx new file mode 100644 index 0000000000000000000000000000000000000000..f3957ab63e50d48b779fae7896db863a5d6f01e7 --- /dev/null +++ b/frontend/src/components/layout/header.tsx @@ -0,0 +1,52 @@ +"use client"; + +import { Search, Activity } from "lucide-react"; +import { useT } from "@/i18n/context"; +import { ThemeToggle } from "./theme-toggle"; +import { LanguageToggle } from "./language-toggle"; + +export function Header() { + const { dict } = useT(); + const now = new Date(); + const date = now.toLocaleDateString(undefined, { + weekday: "long", + day: "2-digit", + month: "short", + year: "numeric", + }); + + return ( +
+
+
+ + +
+
+ +
+
+ + {dict.header.shift} + Β· + {date} +
+ + +
+
+
{dict.header.user}
+
{dict.header.role}
+
+
+ NP +
+
+
+
+ ); +} diff --git a/frontend/src/components/layout/language-toggle.tsx b/frontend/src/components/layout/language-toggle.tsx new file mode 100644 index 0000000000000000000000000000000000000000..b45a081d0dd5dbe551ce39c6e1b2729119286adf --- /dev/null +++ b/frontend/src/components/layout/language-toggle.tsx @@ -0,0 +1,43 @@ +"use client"; + +import { Languages } from "lucide-react"; +import { usePathname, useRouter } from "next/navigation"; +import { locales, type Locale } from "@/i18n/config"; +import { useT } from "@/i18n/context"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, + SelectValue, +} from "@/components/ui/select"; + +export function LanguageToggle() { + const { locale } = useT(); + const router = useRouter(); + const pathname = usePathname(); + + function handleChange(next: string) { + document.cookie = `locale=${next}; path=/; max-age=31536000`; + const segments = pathname.split("/"); + segments[1] = next; + router.push(segments.join("/") || `/${next}`); + router.refresh(); + } + + return ( + + ); +} diff --git a/frontend/src/components/layout/page-header.tsx b/frontend/src/components/layout/page-header.tsx new file mode 100644 index 0000000000000000000000000000000000000000..2b5449f3ec381f4ed6ed1ab80e74e109a9e3fc4a --- /dev/null +++ b/frontend/src/components/layout/page-header.tsx @@ -0,0 +1,21 @@ +export function PageHeader({ + title, + subtitle, + action, +}: { + title: string; + subtitle?: string; + action?: React.ReactNode; +}) { + return ( +
+
+

{title}

+ {subtitle && ( +

{subtitle}

+ )} +
+ {action} +
+ ); +} diff --git a/frontend/src/components/layout/sidebar.tsx b/frontend/src/components/layout/sidebar.tsx new file mode 100644 index 0000000000000000000000000000000000000000..3ebc667b9e999aafa7edbf486eb1805aa4cab4a2 --- /dev/null +++ b/frontend/src/components/layout/sidebar.tsx @@ -0,0 +1,84 @@ +"use client"; + +import Link from "next/link"; +import Image from "next/image"; +import { usePathname } from "next/navigation"; +import { + LayoutDashboard, + HeartPulse, + Users, + BarChart3, + Brain, + Settings, +} from "lucide-react"; +import { useT } from "@/i18n/context"; +import { cn } from "@/lib/utils"; + +export function Sidebar() { + const { dict, locale } = useT(); + const pathname = usePathname(); + + const items = [ + { href: "", label: dict.nav.dashboard, icon: LayoutDashboard }, + { href: "new-evaluation", label: dict.nav.newEvaluation, icon: HeartPulse }, + { href: "patients", label: dict.nav.patients, icon: Users }, + { href: "eda", label: dict.nav.eda, icon: BarChart3 }, + { href: "model", label: dict.nav.model, icon: Brain }, + { href: "settings", label: dict.nav.settings, icon: Settings }, + ]; + + return ( + + ); +} diff --git a/frontend/src/components/layout/theme-toggle.tsx b/frontend/src/components/layout/theme-toggle.tsx new file mode 100644 index 0000000000000000000000000000000000000000..9124489fc0a1e45cd2beec1c9151274caa2ebd7d --- /dev/null +++ b/frontend/src/components/layout/theme-toggle.tsx @@ -0,0 +1,30 @@ +"use client"; + +import { Moon, Sun } from "lucide-react"; +import { useTheme } from "next-themes"; +import { useEffect, useState } from "react"; +import { Button } from "@/components/ui/button"; + +export function ThemeToggle() { + const { theme, setTheme, resolvedTheme } = useTheme(); + const [mounted, setMounted] = useState(false); + useEffect(() => setMounted(true), []); + + const current = mounted ? (resolvedTheme ?? theme) : "dark"; + const next = current === "dark" ? "light" : "dark"; + + return ( + + ); +} diff --git a/frontend/src/components/model/model-insights.tsx b/frontend/src/components/model/model-insights.tsx new file mode 100644 index 0000000000000000000000000000000000000000..f922373bf4b5b6d894fd484dec10f2e2ce2923a2 --- /dev/null +++ b/frontend/src/components/model/model-insights.tsx @@ -0,0 +1,130 @@ +"use client"; + +import { useQuery } from "@tanstack/react-query"; +import { + Bar, + BarChart, + CartesianGrid, + Legend, + ResponsiveContainer, + Tooltip, + XAxis, + YAxis, +} from "recharts"; +import { CheckCircle2 } from "lucide-react"; +import { api } from "@/lib/api"; +import { useT } from "@/i18n/context"; +import { Card, CardContent } from "@/components/ui/card"; +import { Badge } from "@/components/ui/badge"; + +export function ModelInsights() { + const { dict } = useT(); + const { data, isLoading } = useQuery({ + queryKey: ["model-info"], + queryFn: api.modelInfo, + }); + + if (isLoading || !data) { + return ( + + + {dict.common.loading} + + + ); + } + + const all = [ + { + name: data.name, + accuracy: data.metrics.accuracy, + recall: data.metrics.recall, + roc_auc: data.metrics.roc_auc, + selected: true, + }, + ...data.alternatives.map((a) => ({ ...a, selected: false })), + ]; + + const chartData = all.map((m) => ({ + name: m.name, + Accuracy: +(m.accuracy * 100).toFixed(1), + Recall: +(m.recall * 100).toFixed(1), + "ROC-AUC": +(m.roc_auc * 100).toFixed(1), + })); + + return ( +
+ + +
+ +

+ {dict.model.selected} +

+
+
{data.name}
+ + threshold {data.threshold}% + + +
+ + + + +
+
+
+ + + +

+ {dict.model.comparison} +

+ + + + + + + + + + + + +
+
+ + + +

+ {dict.model.rationale} +

+

{dict.model.rationaleText}

+
+
+
+ ); +} + +function Metric({ label, value }: { label: string; value: string }) { + return ( +
+
+ {label} +
+
{value}
+
+ ); +} diff --git a/frontend/src/components/patients/patients-table.tsx b/frontend/src/components/patients/patients-table.tsx new file mode 100644 index 0000000000000000000000000000000000000000..2344e4f35f93f4763cd2e084335224f68376eb68 --- /dev/null +++ b/frontend/src/components/patients/patients-table.tsx @@ -0,0 +1,205 @@ +"use client"; + +import { useMemo, useState } from "react"; +import { useQuery } from "@tanstack/react-query"; +import { Download, Search } from "lucide-react"; +import { api, type HistoryEntry } from "@/lib/api"; +import { useT } from "@/i18n/context"; +import { Card, CardContent } from "@/components/ui/card"; +import { Badge } from "@/components/ui/badge"; +import { Button } from "@/components/ui/button"; + +type Filter = "all" | "high" | "low"; + +export function PatientsTable() { + const { dict } = useT(); + const [query, setQuery] = useState(""); + const [filter, setFilter] = useState("all"); + + const { data } = useQuery({ queryKey: ["history"], queryFn: api.history }); + + const rows = useMemo(() => { + let r = [...(data ?? [])].reverse(); + if (filter === "high") r = r.filter((x) => x.risk === "ALTO"); + if (filter === "low") r = r.filter((x) => x.risk !== "ALTO"); + if (query.trim()) + r = r.filter((x) => + x.patient_id.toLowerCase().includes(query.toLowerCase()) + ); + return r; + }, [data, query, filter]); + + function exportCsv() { + const headers = [ + "Date","Time","Patient ID","Age","Sex","Max HR","Fasting BS","Exercise Angina","Chest Pain","ST Slope","Probability","Risk", + ]; + const lines = [ + headers.join(","), + ...rows.map((r: HistoryEntry) => + [ + r.date, + r.time, + r.patient_id, + r.age, + r.sex, + r.max_hr, + r.fasting_bs, + r.exercise_angina, + r.chest_pain_type, + r.st_slope, + r.probability, + r.risk, + ].join(",") + ), + ]; + const blob = new Blob([lines.join("\n")], { type: "text/csv" }); + const url = URL.createObjectURL(blob); + const a = document.createElement("a"); + a.href = url; + a.download = `beatsense-patients-${new Date().toISOString().slice(0, 10)}.csv`; + a.click(); + URL.revokeObjectURL(url); + } + + return ( + + +
+
+ + setQuery(e.target.value)} + placeholder={dict.history.search} + className="h-9 w-72 rounded-md border border-input bg-background pl-9 pr-3 text-sm focus:outline-none focus:ring-2 focus:ring-ring" + /> +
+
+ setFilter("all")} + /> + setFilter("high")} + /> + setFilter("low")} + /> + +
+
+ +
+ + + + + + + + + + + + + + + + + + + {rows.length === 0 ? ( + + + + ) : ( + rows.map((r, i) => ( + + + + + + + + + + + + + + + )) + )} + +
{dict.history.columns.date}{dict.history.columns.time}{dict.history.columns.patientId}{dict.history.columns.age}{dict.history.columns.sex}{dict.history.columns.maxHr}{dict.history.columns.fastingBs}{dict.history.columns.exerciseAngina}{dict.history.columns.chestPain}{dict.history.columns.stSlope}{dict.history.columns.probability}{dict.history.columns.risk}
+ {dict.common.noData} +
{r.date}{r.time}{r.patient_id}{r.age}{r.sex}{r.max_hr}{r.fasting_bs}{r.exercise_angina}{r.chest_pain_type}{r.st_slope} + {r.probability.toFixed(1)}% + + + {r.risk === "ALTO" ? dict.common.high : dict.common.low} + +
+
+
+
+ ); +} + +function FilterButton({ + label, + active, + onClick, +}: { + label: string; + active: boolean; + onClick: () => void; +}) { + return ( + + ); +} + +function Th({ + children, + className, +}: { + children: React.ReactNode; + className?: string; +}) { + return ( + {children} + ); +} + +function Td({ + children, + className, +}: { + children: React.ReactNode; + className?: string; +}) { + return {children}; +} diff --git a/frontend/src/components/providers.tsx b/frontend/src/components/providers.tsx new file mode 100644 index 0000000000000000000000000000000000000000..695370216c0f9c50a23b017fafcb054de01d970b --- /dev/null +++ b/frontend/src/components/providers.tsx @@ -0,0 +1,45 @@ +"use client"; + +import { ThemeProvider } from "next-themes"; +import { QueryClient, QueryClientProvider } from "@tanstack/react-query"; +import { useState, type ReactNode } from "react"; +import { I18nProvider } from "@/i18n/context"; +import type { Dictionary } from "@/i18n/dictionaries"; +import type { Locale } from "@/i18n/config"; + +export function ThemeRoot({ children }: { children: ReactNode }) { + return ( + + {children} + + ); +} + +export function Providers({ + dict, + locale, + children, +}: { + dict: Dictionary; + locale: Locale; + children: ReactNode; +}) { + const [qc] = useState( + () => + new QueryClient({ + defaultOptions: { + queries: { staleTime: 30_000, refetchOnWindowFocus: false }, + }, + }) + ); + return ( + + {children} + + ); +} diff --git a/frontend/src/components/settings/settings-panel.tsx b/frontend/src/components/settings/settings-panel.tsx new file mode 100644 index 0000000000000000000000000000000000000000..3d63b11bb88cc2a92e60fa87a64a3a9475121bf4 --- /dev/null +++ b/frontend/src/components/settings/settings-panel.tsx @@ -0,0 +1,61 @@ +"use client"; + +import { useTheme } from "next-themes"; +import { useEffect, useState } from "react"; +import { Card, CardContent } from "@/components/ui/card"; +import { useT } from "@/i18n/context"; +import { LanguageToggle } from "@/components/layout/language-toggle"; +import { Sun, Moon, Monitor } from "lucide-react"; + +export function SettingsPanel() { + const { dict } = useT(); + const { theme, setTheme } = useTheme(); + const [mounted, setMounted] = useState(false); + useEffect(() => setMounted(true), []); + + const options = [ + { v: "light", label: dict.settings.themeLight, icon: Sun }, + { v: "dark", label: dict.settings.themeDark, icon: Moon }, + { v: "system", label: dict.settings.themeSystem, icon: Monitor }, + ]; + + return ( +
+ + +

+ {dict.settings.language} +

+ +
+
+ + + +

+ {dict.settings.theme} +

+
+ {options.map(({ v, label, icon: Icon }) => { + const active = mounted && theme === v; + return ( + + ); + })} +
+
+
+
+ ); +} diff --git a/frontend/src/components/ticket/ticket.tsx b/frontend/src/components/ticket/ticket.tsx new file mode 100644 index 0000000000000000000000000000000000000000..78955baa7d1f72705057b7a72574367f59f8ae9f --- /dev/null +++ b/frontend/src/components/ticket/ticket.tsx @@ -0,0 +1,254 @@ +"use client"; + +import { useRef } from "react"; +import Image from "next/image"; +import { Printer, Plus } from "lucide-react"; +import { Button } from "@/components/ui/button"; +import { useT } from "@/i18n/context"; +import type { PredictResponse } from "@/lib/api"; + +export type FormSnapshot = { + patient_id?: string; + age: number; + sex: "M" | "F"; + max_hr: number; + fasting_bs: "0" | "1"; + exercise_angina: "Y" | "N"; + chest_pain_type: "ASY" | "ATA" | "NAP" | "TA"; + st_slope: "Up" | "Flat" | "Down"; + resting_bp?: number; + cholesterol?: number; + resting_ecg?: "Normal" | "ST" | "LVH"; + oldpeak?: number; +}; + +export function Ticket({ + response, + snapshot, + onNew, +}: { + response: PredictResponse; + snapshot: FormSnapshot; + onNew: () => void; +}) { + const { dict } = useT(); + const ticketRef = useRef(null); + + const ts = new Date(response.timestamp); + const date = ts.toLocaleDateString(); + const time = ts.toLocaleTimeString(); + const isHigh = response.classification === "HIGH"; + + return ( +
+
+ + +
+ +
+
+
+ BeatSense +
+
+ {dict.app.name} +
+
+ {dict.ticket.facility} +
+
+ + + +
+ {dict.ticket.code} + {response.patient_id} + {dict.ticket.date} + {date} + {dict.ticket.time} + {time} + {dict.ticket.clinician} + {dict.header.user} +
+ + + +
+ {dict.ticket.vitals} +
+
+ + + {snapshot.resting_bp ? ( + + ) : null} + {snapshot.cholesterol ? ( + + ) : null} + + + + + +
+ + + +
+
+ {dict.ticket.result} +
+
+ {response.probability.toFixed(1)}% +
+
+ {dict.ticket.riskScore} Β· {dict.ticket.threshold}: {response.threshold}% +
+
+ {isHigh ? dict.ticket.highRisk : dict.ticket.lowRisk} +
+ +
+ + + +
+ {dict.ticket.recommendation} +
+

+ {isHigh ? dict.ticket.recHigh : dict.ticket.recLow} +

+ + + +
+ +
{dict.ticket.footer}
+
+
+
+ ); +} + +function Row({ label, value }: { label: string; value: string }) { + return ( +
+ {label} + {value} +
+ ); +} + +function Divider() { + return ( +
+ ); +} + +function ProbabilityBar({ + value, + threshold, +}: { + value: number; + threshold: number; +}) { + return ( +
+
+
= threshold ? "var(--destructive)" : "var(--success)", + }} + /> +
+
+
+ 0% + {threshold}% + 100% +
+
+ ); +} + +function Barcode({ value }: { value: string }) { + const bars = Array.from(value).flatMap((c, i) => { + const code = c.charCodeAt(0) + i; + return [ + { w: (code % 4) + 1, gap: 1 }, + { w: ((code >> 2) % 3) + 1, gap: 2 }, + ]; + }); + return ( +
+
+ {bars.map((b, i) => ( +
+ ))} +
+
{value}
+
+ ); +} diff --git a/frontend/src/components/ui/badge.tsx b/frontend/src/components/ui/badge.tsx new file mode 100644 index 0000000000000000000000000000000000000000..6f8c83fbefd4e71abeed774cc94520d68ab3c542 --- /dev/null +++ b/frontend/src/components/ui/badge.tsx @@ -0,0 +1,31 @@ +import * as React from "react"; +import { cva, type VariantProps } from "class-variance-authority"; +import { cn } from "@/lib/utils"; + +const badgeVariants = cva( + "inline-flex items-center rounded-full border px-2.5 py-0.5 text-xs font-semibold transition-colors", + { + variants: { + variant: { + default: "border-transparent bg-primary text-primary-foreground", + secondary: "border-transparent bg-secondary text-secondary-foreground", + destructive: + "border-transparent bg-destructive text-destructive-foreground", + success: "border-transparent bg-success text-success-foreground", + warning: "border-transparent bg-warning text-warning-foreground", + outline: "text-foreground border-border", + }, + }, + defaultVariants: { variant: "default" }, + } +); + +export interface BadgeProps + extends React.HTMLAttributes, + VariantProps {} + +export function Badge({ className, variant, ...props }: BadgeProps) { + return ( +
+ ); +} diff --git a/frontend/src/components/ui/button.tsx b/frontend/src/components/ui/button.tsx new file mode 100644 index 0000000000000000000000000000000000000000..59050ca58ed1430b8846bbccf89a43fccc902417 --- /dev/null +++ b/frontend/src/components/ui/button.tsx @@ -0,0 +1,53 @@ +import * as React from "react"; +import { Slot } from "@radix-ui/react-slot"; +import { cva, type VariantProps } from "class-variance-authority"; +import { cn } from "@/lib/utils"; + +const buttonVariants = cva( + "inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 focus-visible:ring-offset-background disabled:pointer-events-none disabled:opacity-50", + { + variants: { + variant: { + default: + "bg-primary text-primary-foreground hover:bg-primary/90 shadow-sm", + destructive: + "bg-destructive text-destructive-foreground hover:bg-destructive/90", + outline: + "border border-border bg-card hover:bg-muted text-foreground", + secondary: + "bg-secondary text-secondary-foreground hover:bg-secondary/80", + ghost: "hover:bg-muted text-foreground", + link: "text-primary underline-offset-4 hover:underline", + }, + size: { + default: "h-10 px-4 py-2", + sm: "h-8 rounded-md px-3 text-xs", + lg: "h-11 rounded-md px-8 text-base", + icon: "h-9 w-9", + }, + }, + defaultVariants: { variant: "default", size: "default" }, + } +); + +export interface ButtonProps + extends React.ButtonHTMLAttributes, + VariantProps { + asChild?: boolean; +} + +const Button = React.forwardRef( + ({ className, variant, size, asChild = false, ...props }, ref) => { + const Comp = asChild ? Slot : "button"; + return ( + + ); + } +); +Button.displayName = "Button"; + +export { Button, buttonVariants }; diff --git a/frontend/src/components/ui/card.tsx b/frontend/src/components/ui/card.tsx new file mode 100644 index 0000000000000000000000000000000000000000..f2b16e44ec3360e5a39bd144268f83d0ec25c28c --- /dev/null +++ b/frontend/src/components/ui/card.tsx @@ -0,0 +1,73 @@ +import * as React from "react"; +import { cn } from "@/lib/utils"; + +export const Card = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)); +Card.displayName = "Card"; + +export const CardHeader = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)); +CardHeader.displayName = "CardHeader"; + +export const CardTitle = React.forwardRef< + HTMLHeadingElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +

+)); +CardTitle.displayName = "CardTitle"; + +export const CardDescription = React.forwardRef< + HTMLParagraphElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +

+)); +CardDescription.displayName = "CardDescription"; + +export const CardContent = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +

+)); +CardContent.displayName = "CardContent"; + +export const CardFooter = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)); +CardFooter.displayName = "CardFooter"; diff --git a/frontend/src/components/ui/input.tsx b/frontend/src/components/ui/input.tsx new file mode 100644 index 0000000000000000000000000000000000000000..34d39afca3296b33666b72025c27fee7d929fc7e --- /dev/null +++ b/frontend/src/components/ui/input.tsx @@ -0,0 +1,18 @@ +import * as React from "react"; +import { cn } from "@/lib/utils"; + +export const Input = React.forwardRef< + HTMLInputElement, + React.InputHTMLAttributes +>(({ className, type, ...props }, ref) => ( + +)); +Input.displayName = "Input"; diff --git a/frontend/src/components/ui/label.tsx b/frontend/src/components/ui/label.tsx new file mode 100644 index 0000000000000000000000000000000000000000..3e15d2a105d54800000dc668f35bb03a64e69e0e --- /dev/null +++ b/frontend/src/components/ui/label.tsx @@ -0,0 +1,20 @@ +"use client"; + +import * as React from "react"; +import * as LabelPrimitive from "@radix-ui/react-label"; +import { cn } from "@/lib/utils"; + +export const Label = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +Label.displayName = "Label"; diff --git a/frontend/src/components/ui/select.tsx b/frontend/src/components/ui/select.tsx new file mode 100644 index 0000000000000000000000000000000000000000..69b603c098f0260846f0bedb902632d32de5e2c9 --- /dev/null +++ b/frontend/src/components/ui/select.tsx @@ -0,0 +1,81 @@ +"use client"; + +import * as React from "react"; +import * as SelectPrimitive from "@radix-ui/react-select"; +import { Check, ChevronDown } from "lucide-react"; +import { cn } from "@/lib/utils"; + +export const Select = SelectPrimitive.Root; +export const SelectGroup = SelectPrimitive.Group; +export const SelectValue = SelectPrimitive.Value; + +export const SelectTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + span]:line-clamp-1", + className + )} + {...props} + > + {children} + + + + +)); +SelectTrigger.displayName = "SelectTrigger"; + +export const SelectContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, position = "popper", ...props }, ref) => ( + + + + {children} + + + +)); +SelectContent.displayName = "SelectContent"; + +export const SelectItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + + + + {children} + +)); +SelectItem.displayName = "SelectItem"; diff --git a/frontend/src/i18n/config.ts b/frontend/src/i18n/config.ts new file mode 100644 index 0000000000000000000000000000000000000000..adc3972177fe180a4f3cf735952824a4dea84957 --- /dev/null +++ b/frontend/src/i18n/config.ts @@ -0,0 +1,7 @@ +export const locales = ["en", "es"] as const; +export type Locale = (typeof locales)[number]; +export const defaultLocale: Locale = "en"; + +export function isLocale(value: string): value is Locale { + return (locales as readonly string[]).includes(value); +} diff --git a/frontend/src/i18n/context.tsx b/frontend/src/i18n/context.tsx new file mode 100644 index 0000000000000000000000000000000000000000..59a4500d1e2958a43c69a8fc3648f79ae916c232 --- /dev/null +++ b/frontend/src/i18n/context.tsx @@ -0,0 +1,31 @@ +"use client"; + +import { createContext, useContext, type ReactNode } from "react"; +import type { Dictionary } from "./dictionaries"; +import type { Locale } from "./config"; + +type Ctx = { dict: Dictionary; locale: Locale }; + +const I18nContext = createContext(null); + +export function I18nProvider({ + dict, + locale, + children, +}: { + dict: Dictionary; + locale: Locale; + children: ReactNode; +}) { + return ( + + {children} + + ); +} + +export function useT() { + const ctx = useContext(I18nContext); + if (!ctx) throw new Error("useT must be used inside I18nProvider"); + return ctx; +} diff --git a/frontend/src/i18n/dictionaries.ts b/frontend/src/i18n/dictionaries.ts new file mode 100644 index 0000000000000000000000000000000000000000..b1c5e68e1c58842065e874550575cab58bec517d --- /dev/null +++ b/frontend/src/i18n/dictionaries.ts @@ -0,0 +1,12 @@ +import "server-only"; +import type { Locale } from "./config"; + +const dictionaries = { + en: () => import("./dictionaries/en.json").then((m) => m.default), + es: () => import("./dictionaries/es.json").then((m) => m.default), +}; + +export type Dictionary = Awaited>; + +export const getDictionary = async (locale: Locale): Promise => + dictionaries[locale](); diff --git a/frontend/src/i18n/dictionaries/en.json b/frontend/src/i18n/dictionaries/en.json new file mode 100644 index 0000000000000000000000000000000000000000..9a9c1a33dec7890651801b95da4428beb32084dc --- /dev/null +++ b/frontend/src/i18n/dictionaries/en.json @@ -0,0 +1,186 @@ +{ + "app": { + "name": "BeatSense", + "tagline": "Cardiovascular Risk Intelligence", + "institution": "BeatSense Cardiology Unit" + }, + "nav": { + "dashboard": "Dashboard", + "newEvaluation": "New Evaluation", + "patients": "Patient History", + "eda": "Data Analysis", + "model": "Model Insights", + "settings": "Settings" + }, + "header": { + "search": "Search patient ID...", + "shift": "Day Shift", + "role": "Nurse Station", + "user": "Nurse Practitioner" + }, + "common": { + "save": "Save", + "cancel": "Cancel", + "submit": "Submit", + "loading": "Loading...", + "error": "An error occurred", + "tryAgain": "Try again", + "print": "Print", + "download": "Download", + "export": "Export CSV", + "noData": "No data available", + "high": "High", + "low": "Low", + "yes": "Yes", + "no": "No", + "male": "Male", + "female": "Female", + "today": "Today", + "predict": "Run Prediction" + }, + "dashboard": { + "title": "Clinical Dashboard", + "subtitle": "Real-time overview of risk assessments", + "kpi": { + "totalAssessments": "Total Assessments", + "todayAssessments": "Today", + "highRiskPct": "High-Risk Rate", + "lowRisk": "Low Risk", + "highRisk": "High Risk" + }, + "recentTitle": "Recent Assessments", + "recentEmpty": "No assessments yet. Run your first evaluation.", + "riskDistribution": "Risk Distribution", + "quickAction": "Start New Evaluation" + }, + "form": { + "title": "New Cardiovascular Evaluation", + "subtitle": "Fill in the patient's clinical data to compute coronary risk.", + "sections": { + "demographics": "Patient Identification", + "vitals": "Vitals & Lab", + "symptoms": "Symptoms & ECG" + }, + "fields": { + "patientId": "Patient ID", + "patientIdPlaceholder": "Optional β€” auto-generated if empty", + "age": "Age (years)", + "sex": "Sex", + "restingBp": "Resting BP (mm Hg)", + "cholesterol": "Cholesterol (mg/dL)", + "maxHr": "Max Heart Rate (bpm)", + "fastingBs": "Fasting Blood Sugar > 120 mg/dL", + "exerciseAngina": "Exercise-Induced Angina", + "chestPainType": "Chest Pain Type", + "restingEcg": "Resting ECG", + "stSlope": "ST Slope", + "oldpeak": "Oldpeak (ST depression)" + }, + "options": { + "chestPain": { + "ASY": "Asymptomatic (ASY)", + "ATA": "Atypical Angina (ATA)", + "NAP": "Non-Anginal Pain (NAP)", + "TA": "Typical Angina (TA)" + }, + "stSlope": { + "Up": "Up", + "Flat": "Flat", + "Down": "Down" + }, + "restingEcg": { + "Normal": "Normal", + "ST": "ST-T abnormality", + "LVH": "Left Ventricular Hypertrophy" + } + }, + "actions": { + "reset": "Clear form", + "submit": "Run Prediction" + }, + "validation": { + "required": "Required", + "invalidNumber": "Invalid number", + "ageRange": "Age must be between 1 and 120", + "hrRange": "Heart rate must be between 40 and 240" + } + }, + "ticket": { + "title": "Cardiovascular Risk Report", + "facility": "BeatSense Cardiology Unit", + "code": "Reference", + "patient": "Patient", + "date": "Date", + "time": "Time", + "clinician": "Clinician", + "vitals": "Clinical Snapshot", + "result": "Result", + "riskScore": "Risk Score", + "threshold": "Decision Threshold", + "classification": "Classification", + "highRisk": "HIGH RISK", + "lowRisk": "LOW RISK", + "recommendation": "Recommendation", + "recHigh": "Refer to cardiologist. Schedule ECG + stress test.", + "recLow": "Continue routine monitoring. Reassess in 12 months.", + "footer": "Generated by BeatSense β€” Not a substitute for clinical judgment.", + "newAssessment": "New Assessment" + }, + "history": { + "title": "Patient History", + "subtitle": "All recorded cardiovascular risk assessments.", + "columns": { + "date": "Date", + "time": "Time", + "patientId": "Patient ID", + "age": "Age", + "sex": "Sex", + "maxHr": "Max HR", + "fastingBs": "Fasting BS", + "exerciseAngina": "Angina", + "chestPain": "Chest Pain", + "stSlope": "ST Slope", + "probability": "Probability", + "risk": "Risk" + }, + "search": "Search...", + "filterAll": "All", + "filterHigh": "High Risk", + "filterLow": "Low Risk" + }, + "eda": { + "title": "Exploratory Data Analysis", + "subtitle": "Distributions and clinical correlations from 918 patient records.", + "ageDist": "Age Distribution", + "sexDist": "Sex Distribution", + "chestPainDist": "Chest Pain Type", + "riskBySex": "Risk Rate by Sex", + "maxHrVsAge": "Max HR vs Age" + }, + "model": { + "title": "Model Insights", + "subtitle": "Performance of the production model and alternatives evaluated.", + "selected": "Selected Model", + "metrics": { + "accuracy": "Accuracy", + "recall": "Recall (class 1)", + "rocAuc": "ROC-AUC", + "cv": "Cross-Validation" + }, + "comparison": "Model Comparison", + "rationale": "Selection Rationale", + "rationaleText": "Logistic Regression with a 0.4 decision threshold was chosen because in cardiology a false negative (missing a sick patient) is far costlier than a false positive. The 0.94 recall maximizes detection while preserving 88% accuracy and full interpretability." + }, + "settings": { + "title": "Settings", + "language": "Language", + "theme": "Theme", + "themeLight": "Light", + "themeDark": "Dark", + "themeSystem": "System" + }, + "result": { + "predicting": "Computing risk...", + "error": "Could not compute prediction. Is the API running?" + } +} diff --git a/frontend/src/i18n/dictionaries/es.json b/frontend/src/i18n/dictionaries/es.json new file mode 100644 index 0000000000000000000000000000000000000000..36a97ae0d1eb90530755297b4b56be4713e70234 --- /dev/null +++ b/frontend/src/i18n/dictionaries/es.json @@ -0,0 +1,186 @@ +{ + "app": { + "name": "BeatSense", + "tagline": "Inteligencia de Riesgo Cardiovascular", + "institution": "Unidad de CardiologΓ­a BeatSense" + }, + "nav": { + "dashboard": "Panel", + "newEvaluation": "Nueva EvaluaciΓ³n", + "patients": "Historial", + "eda": "AnΓ‘lisis de Datos", + "model": "Modelo", + "settings": "Ajustes" + }, + "header": { + "search": "Buscar ID de paciente...", + "shift": "Turno de dΓ­a", + "role": "Puesto de enfermerΓ­a", + "user": "Enfermero/a" + }, + "common": { + "save": "Guardar", + "cancel": "Cancelar", + "submit": "Enviar", + "loading": "Cargando...", + "error": "Ha ocurrido un error", + "tryAgain": "Reintentar", + "print": "Imprimir", + "download": "Descargar", + "export": "Exportar CSV", + "noData": "Sin datos", + "high": "Alto", + "low": "Bajo", + "yes": "SΓ­", + "no": "No", + "male": "Hombre", + "female": "Mujer", + "today": "Hoy", + "predict": "Ejecutar PredicciΓ³n" + }, + "dashboard": { + "title": "Panel ClΓ­nico", + "subtitle": "Resumen en tiempo real de las evaluaciones de riesgo", + "kpi": { + "totalAssessments": "Evaluaciones totales", + "todayAssessments": "Hoy", + "highRiskPct": "Tasa de alto riesgo", + "lowRisk": "Riesgo Bajo", + "highRisk": "Riesgo Alto" + }, + "recentTitle": "Evaluaciones recientes", + "recentEmpty": "AΓΊn no hay evaluaciones. Realiza la primera.", + "riskDistribution": "DistribuciΓ³n de riesgo", + "quickAction": "Iniciar Nueva EvaluaciΓ³n" + }, + "form": { + "title": "Nueva EvaluaciΓ³n Cardiovascular", + "subtitle": "Introduzca los datos clΓ­nicos del paciente para calcular el riesgo coronario.", + "sections": { + "demographics": "IdentificaciΓ³n del paciente", + "vitals": "Constantes y laboratorio", + "symptoms": "SΓ­ntomas y ECG" + }, + "fields": { + "patientId": "ID de paciente", + "patientIdPlaceholder": "Opcional β€” se genera si estΓ‘ vacΓ­o", + "age": "Edad (aΓ±os)", + "sex": "Sexo", + "restingBp": "PresiΓ³n arterial en reposo (mm Hg)", + "cholesterol": "Colesterol (mg/dL)", + "maxHr": "Frecuencia cardΓ­aca mΓ‘xima (lpm)", + "fastingBs": "Glucosa en ayunas > 120 mg/dL", + "exerciseAngina": "Angina inducida por ejercicio", + "chestPainType": "Tipo de dolor torΓ‘cico", + "restingEcg": "ECG en reposo", + "stSlope": "Pendiente ST", + "oldpeak": "Oldpeak (depresiΓ³n ST)" + }, + "options": { + "chestPain": { + "ASY": "AsintomΓ‘tico (ASY)", + "ATA": "Angina atΓ­pica (ATA)", + "NAP": "Dolor no anginoso (NAP)", + "TA": "Angina tΓ­pica (TA)" + }, + "stSlope": { + "Up": "Ascendente", + "Flat": "Plana", + "Down": "Descendente" + }, + "restingEcg": { + "Normal": "Normal", + "ST": "AnomalΓ­a ST-T", + "LVH": "Hipertrofia ventricular izquierda" + } + }, + "actions": { + "reset": "Limpiar", + "submit": "Ejecutar PredicciΓ³n" + }, + "validation": { + "required": "Requerido", + "invalidNumber": "NΓΊmero invΓ‘lido", + "ageRange": "La edad debe estar entre 1 y 120", + "hrRange": "La frecuencia debe estar entre 40 y 240" + } + }, + "ticket": { + "title": "Informe de Riesgo Cardiovascular", + "facility": "Unidad de CardiologΓ­a BeatSense", + "code": "Referencia", + "patient": "Paciente", + "date": "Fecha", + "time": "Hora", + "clinician": "ClΓ­nico", + "vitals": "Resumen ClΓ­nico", + "result": "Resultado", + "riskScore": "PuntuaciΓ³n de riesgo", + "threshold": "Umbral de decisiΓ³n", + "classification": "ClasificaciΓ³n", + "highRisk": "RIESGO ALTO", + "lowRisk": "RIESGO BAJO", + "recommendation": "RecomendaciΓ³n", + "recHigh": "Derivar a cardiologΓ­a. Solicitar ECG + prueba de esfuerzo.", + "recLow": "Continuar seguimiento rutinario. Reevaluar en 12 meses.", + "footer": "Generado por BeatSense β€” No sustituye el criterio clΓ­nico.", + "newAssessment": "Nueva EvaluaciΓ³n" + }, + "history": { + "title": "Historial de Pacientes", + "subtitle": "Todas las evaluaciones de riesgo registradas.", + "columns": { + "date": "Fecha", + "time": "Hora", + "patientId": "ID Paciente", + "age": "Edad", + "sex": "Sexo", + "maxHr": "FC MΓ‘x", + "fastingBs": "Glucosa", + "exerciseAngina": "Angina", + "chestPain": "Dolor", + "stSlope": "ST", + "probability": "Probabilidad", + "risk": "Riesgo" + }, + "search": "Buscar...", + "filterAll": "Todos", + "filterHigh": "Riesgo alto", + "filterLow": "Riesgo bajo" + }, + "eda": { + "title": "AnΓ‘lisis Exploratorio de Datos", + "subtitle": "Distribuciones y correlaciones clΓ­nicas de 918 registros.", + "ageDist": "DistribuciΓ³n de edad", + "sexDist": "DistribuciΓ³n por sexo", + "chestPainDist": "Tipo de dolor torΓ‘cico", + "riskBySex": "Tasa de riesgo por sexo", + "maxHrVsAge": "FC MΓ‘x vs Edad" + }, + "model": { + "title": "InformaciΓ³n del Modelo", + "subtitle": "Rendimiento del modelo en producciΓ³n y alternativas evaluadas.", + "selected": "Modelo seleccionado", + "metrics": { + "accuracy": "Exactitud", + "recall": "Recall (clase 1)", + "rocAuc": "ROC-AUC", + "cv": "ValidaciΓ³n cruzada" + }, + "comparison": "ComparaciΓ³n de modelos", + "rationale": "JustificaciΓ³n de la selecciΓ³n", + "rationaleText": "Se eligiΓ³ la RegresiΓ³n LogΓ­stica con umbral de decisiΓ³n 0.4 porque, en cardiologΓ­a, un falso negativo (no detectar a un paciente enfermo) es mucho mΓ‘s costoso que un falso positivo. El recall de 0.94 maximiza la detecciΓ³n manteniendo un 88% de exactitud y total interpretabilidad." + }, + "settings": { + "title": "Ajustes", + "language": "Idioma", + "theme": "Tema", + "themeLight": "Claro", + "themeDark": "Oscuro", + "themeSystem": "Sistema" + }, + "result": { + "predicting": "Calculando riesgo...", + "error": "No se pudo calcular la predicciΓ³n. ΒΏEstΓ‘ la API en marcha?" + } +} diff --git a/frontend/src/lib/api.ts b/frontend/src/lib/api.ts new file mode 100644 index 0000000000000000000000000000000000000000..31fff31ff868461dd6547a8c8247949689a8aa66 --- /dev/null +++ b/frontend/src/lib/api.ts @@ -0,0 +1,98 @@ +export const API_BASE = + process.env.NEXT_PUBLIC_API_BASE ?? + (typeof window !== "undefined" && window.location.hostname !== "localhost" + ? "/api" + : "http://localhost:8000"); + +export type PredictRequest = { + patient_id?: string | null; + age: number; + sex: "M" | "F"; + chest_pain_type: "ASY" | "ATA" | "NAP" | "TA"; + max_hr: number; + fasting_bs: 0 | 1; + exercise_angina: "Y" | "N"; + st_slope: "Up" | "Flat" | "Down"; + resting_bp?: number | null; + cholesterol?: number | null; + resting_ecg?: "Normal" | "ST" | "LVH" | null; + oldpeak?: number | null; +}; + +export type PredictResponse = { + patient_id: string; + timestamp: string; + probability: number; + classification: "HIGH" | "LOW"; + threshold: number; + probabilities: [number, number]; +}; + +export type HistoryEntry = { + date: string; + time: string; + patient_id: string; + age: number; + sex: string; + max_hr: number; + fasting_bs: string; + exercise_angina: string; + chest_pain_type: string; + st_slope: string; + probability: number; + classification: string; + risk: string; +}; + +export type Stats = { + total: number; + high_risk: number; + low_risk: number; + high_risk_pct: number; + today: number; +}; + +export type ModelInfo = { + name: string; + threshold: number; + metrics: { + accuracy: number; + recall: number; + roc_auc: number; + cv_mean: number; + cv_std: number; + }; + alternatives: { name: string; accuracy: number; recall: number; roc_auc: number }[]; + features: string[]; +}; + +async function request(path: string, init?: RequestInit): Promise { + const res = await fetch(`${API_BASE}${path}`, { + ...init, + headers: { "Content-Type": "application/json", ...(init?.headers ?? {}) }, + }); + if (!res.ok) { + throw new Error(`API ${res.status}: ${await res.text()}`); + } + return res.json(); +} + +export type EdaData = { + age_dist: { bin: string; count: number; risk_rate: number }[]; + sex_dist: { sex: string; count: number; risk_rate: number }[]; + chest_pain_dist: { type: string; count: number; risk_rate: number }[]; + scatter: { Age: number; MaxHR: number; HeartDisease: number }[]; + total: number; +}; + +export const api = { + predict: (body: PredictRequest) => + request("/predict", { + method: "POST", + body: JSON.stringify(body), + }), + history: () => request("/history"), + stats: () => request("/stats"), + modelInfo: () => request("/model-info"), + eda: () => request("/eda"), +}; diff --git a/frontend/src/lib/utils.ts b/frontend/src/lib/utils.ts new file mode 100644 index 0000000000000000000000000000000000000000..365058cebd7d2bdb327ca1c081b16e4937e11050 --- /dev/null +++ b/frontend/src/lib/utils.ts @@ -0,0 +1,6 @@ +import { type ClassValue, clsx } from "clsx"; +import { twMerge } from "tailwind-merge"; + +export function cn(...inputs: ClassValue[]) { + return twMerge(clsx(inputs)); +} diff --git a/frontend/src/proxy.ts b/frontend/src/proxy.ts new file mode 100644 index 0000000000000000000000000000000000000000..b60bc9fa59cb88c107a744a9d00b809e10a7978b --- /dev/null +++ b/frontend/src/proxy.ts @@ -0,0 +1,39 @@ +import { NextResponse, type NextRequest } from "next/server"; +import { defaultLocale, locales } from "@/i18n/config"; + +const PUBLIC_FILE = /\.(.*)$/; + +function pickLocale(request: NextRequest): string { + const cookie = request.cookies.get("locale")?.value; + if (cookie && (locales as readonly string[]).includes(cookie)) return cookie; + const header = request.headers.get("accept-language") ?? ""; + for (const part of header.split(",")) { + const code = part.split(";")[0].trim().toLowerCase().split("-")[0]; + if ((locales as readonly string[]).includes(code)) return code; + } + return defaultLocale; +} + +export function proxy(request: NextRequest) { + const { pathname } = request.nextUrl; + if ( + pathname.startsWith("/_next") || + pathname.startsWith("/api") || + pathname === "/favicon.ico" || + PUBLIC_FILE.test(pathname) + ) { + return; + } + const hasLocale = (locales as readonly string[]).some( + (l) => pathname === `/${l}` || pathname.startsWith(`/${l}/`) + ); + if (hasLocale) return; + const locale = pickLocale(request); + const url = request.nextUrl.clone(); + url.pathname = `/${locale}${pathname === "/" ? "" : pathname}`; + return NextResponse.redirect(url); +} + +export const config = { + matcher: ["/((?!_next|api|.*\\..*).*)"], +}; diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json new file mode 100644 index 0000000000000000000000000000000000000000..cf9c65d3e0676a0169374d827f7abb97497789ef --- /dev/null +++ b/frontend/tsconfig.json @@ -0,0 +1,34 @@ +{ + "compilerOptions": { + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "react-jsx", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./src/*"] + } + }, + "include": [ + "next-env.d.ts", + "**/*.ts", + "**/*.tsx", + ".next/types/**/*.ts", + ".next/dev/types/**/*.ts", + "**/*.mts" + ], + "exclude": ["node_modules"] +} diff --git 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