Upload folder using huggingface_hub

ARCHITECTURE.md

@@ -1,77 +1,155 @@
-# HeartFlow OS Architecture
+# Architecture: HeartFlow OS
 
-HeartFlow OS is a distributed Edge AI platform. It bridges the gap between high-level Python MLOps and low-level embedded systems (ESP32/Arduino) by orchestrating live telemetry, automated model training, and zero-dependency C transpilation.
+## 1. System Overview and Goals
 
-## Core Flow Diagrams
+HeartFlow OS is a distributed Edge AI platform engineered to bridge the gap between high-level Python MLOps and resource-constrained embedded systems (ESP32/Arduino). 
 
-### 1. Data Cleaning & Feature Selection Pipeline
+**Core Architectural Objectives:**
+- **Real-Time Telemetry:** Deliver a fault-tolerant, low-latency dashboard for live cardiovascular monitoring via WebSockets.
+- **Automated MLOps (CI/CD for ML):** Enable seamless background model retraining, validation, and hot-swapping without interrupting active clinical inference.
+- **Bare-Metal Edge Deployment:** Transpile trained Scikit-Learn ensembles into highly optimized, zero-dependency C++ code tailored for microcontrollers.
 
-```mermaid
-graph TD
-    A[Raw CSV Dataset] --> B{Drop Redundant Columns}
-    B -->|Remove| C[Patient Number, Alert Flags]
-    B --> D[Sanitize Encodings]
-    D -->|Fix \ufffd -> °| E[Feature Engineering]
-    E -->|Create Risk_Severity| F[Risk_Severity = HR > 105 + SpO2 < 94]
-    F --> G[Imputation]
-    G -->|SimpleImputer: Mean| H[Scaling]
-    H -->|StandardScaler| I[Clean Feature Matrix]
-    I --> J[Train / Test Split 80:20]
-```
+---
+
+## 2. System Flow and Component Topology
 
-### 2. MLOps Background Retraining
+The following diagram illustrates the boundaries and data flow between the client interfaces, API orchestration layer, ML pipelines, and data stores.
 
 ```mermaid
-graph TD
-    A[New CSV Upload via UI] --> B(FastAPI /retrain)
-    B --> C[Background Thread: train_models]
-    C --> D[Preprocess Data & Fit Transformers]
-    D --> E[Train 5 Models: KNN, SVM, LogReg, RF, MLP]
-    E --> F[Calculate Weighted F1 Score]
-    F --> G{Is F1 > Active Version?}
-    G -->|Yes| H[Save .pkl files, Update registry.json]
-    G -->|No| I[Rollback, Discard Models]
-    H --> J[Hot-Reload Live Inference Pipeline]
-```
+%% Generated by https://gitdiagram.com/idkhowtocodefr/heartflow_os
+flowchart TD
 
-### 3. Edge Compilation (TinyML)
+subgraph group_client["Telemetry interface (Next.js)"]
+  node_dashboard["Live dashboard<br/>[page.tsx]"]
+  node_telemetry_context["Telemetry context"]
+  node_history_ui["History view<br/>[page.tsx]"]
+  node_analytics["Analytics view<br/>[page.tsx]"]
+  node_simulator_ui["Simulator view<br/>[page.tsx]"]
+  node_mlops_ui["MLOps view<br/>[page.tsx]"]
+  node_edge_ui["Edge export view<br/>[page.tsx]"]
+  node_architecture_ui["Architecture view<br/>[page.tsx]"]
+  node_shap_chart["SHAP chart<br/>[ShapChart.tsx]"]
+end
 
-```mermaid
-graph TD
-    A[Export Request /export_tinyml] --> B[Load Active .pkl Random Forest]
-    B --> C[Traverse AST Trees Recursively]
-    C --> D{Quantization Enabled?}
-    D -->|Yes| E[Map Float64 to INT8 thresholds]
-    D -->|No| F[Keep Float32 thresholds]
-    E --> G[Generate C Header: model.h]
-    F --> G
-    G -->|Zero-Malloc| H[PlatformIO / ESP32 Compile]
+subgraph group_api["API orchestration (FastAPI)"]
+  node_api["FastAPI routes<br/>[main.py]"]
+  node_simulator["Vitals simulator<br/>[simulator.py]"]
+end
+
+subgraph group_ml["Prediction and MLOps"]
+  node_inference["Inference pipeline<br/>[inference.py]"]
+  node_preprocessing["Feature preprocessing<br/>[preprocessing.py]"]
+  node_ensemble["Soft-voting ensemble<br/>[ensemble.py]"]
+  node_training["Model training<br/>[models.py]"]
+  node_export["C code exporter<br/>[export.py]"]
+  node_model_files["Trained model files"]
+  node_dataset["Patient dataset"]
+end
+
+subgraph group_state["Persistence and sync"]
+  node_database[("Prediction history<br/>[database.py]")]
+  node_sqlite[("SQLite history store<br/>[patient_history.db]")]
+end
+
+node_clinician(("Clinical user"))
+node_hub["Hugging Face Hub"]
+
+node_clinician -.->|"monitors"| node_dashboard
+node_clinician -.->|"reviews"| node_history_ui
+node_clinician -.->|"explores"| node_analytics
+node_clinician -.->|"uses"| node_simulator_ui
+node_clinician -.->|"manages"| node_mlops_ui
+node_clinician -.->|"exports"| node_edge_ui
+node_clinician -.->|"views"| node_architecture_ui
+node_dashboard -->|"uses"| node_telemetry_context
+node_clinician -.->|"submits vitals"| node_api
+node_dashboard -.->|"streams telemetry"| node_api
+node_history_ui -.->|"requests history"| node_api
+node_analytics -.->|"requests data"| node_api
+node_mlops_ui -.->|"uploads retraining data"| node_api
+node_edge_ui -.->|"requests C export"| node_api
+node_api -->|"initializes and queries"| node_database
+node_api -->|"streams generated vitals"| node_simulator
+node_api -->|"evaluates vitals"| node_inference
+node_api -->|"prepares explanations"| node_preprocessing
+node_api -->|"generates C code"| node_export
+node_api -->|"loads and refreshes"| node_ensemble
+node_api -->|"starts background retraining"| node_training
+node_inference -->|"transforms features"| node_preprocessing
+node_inference -.->|"predicts probabilities"| node_ensemble
+node_ensemble -->|"resolves model directory"| node_preprocessing
+node_training -->|"splits and transforms data"| node_preprocessing
+node_training -->|"reads training data"| node_dataset
+node_training -->|"writes trained models"| node_model_files
+node_ensemble -->|"loads model artifacts"| node_model_files
+node_database -->|"reads and writes"| node_sqlite
+node_database -->|"syncs history"| node_hub
+
+classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
+classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
+classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
+classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
+classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
+classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
+classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
+
+click node_dashboard "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/dashboard/page.tsx"
+click node_telemetry_context "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/context/TelemetryContext.tsx"
+click node_history_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/history/page.tsx"
+click node_analytics "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/analytics/page.tsx"
+click node_simulator_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/simulator/page.tsx"
+click node_mlops_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/mlops/page.tsx"
+click node_edge_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/edge/page.tsx"
+click node_architecture_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/architecture/page.tsx"
+click node_shap_chart "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/components/ShapChart.tsx"
+click node_api "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/main.py"
+click node_simulator "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/simulator.py"
+click node_inference "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/inference.py"
+click node_preprocessing "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/preprocessing.py"
+click node_ensemble "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/ensemble.py"
+click node_training "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/models.py"
+click node_export "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/export.py"
+click node_model_files "https://github.com/idkhowtocodefr/heartflow_os/tree/main/model"
+click node_dataset "https://github.com/idkhowtocodefr/heartflow_os/blob/main/data/patient_dataset.csv"
+click node_database "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/database.py"
+click node_sqlite "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/patient_history.db"
+
+class node_dashboard,node_telemetry_context,node_history_ui,node_analytics,node_simulator_ui,node_mlops_ui,node_edge_ui,node_architecture_ui,node_shap_chart,node_clinician toneBlue
+class node_api,node_simulator toneAmber
+class node_inference,node_preprocessing,node_ensemble,node_training,node_export,node_model_files,node_dataset toneMint
+class node_database,node_sqlite toneRose
+class node_hub toneIndigo
 ```
 
-## Detailed Explanations
-
-### Data Cleaning and Feature Selection
-Raw patient data is noisy and often contains missing or invalid readings. The preprocessing pipeline (`backend/preprocessing.py`) handles this systematically:
-1. **Dimensionality Reduction**: Redundant or target-leakage columns (like `Heart Rate Alert` or `Patient Number`) are dropped to prevent the model from overfitting on administrative flags.
-2. **Encoding Fixes**: Unicode corruption (e.g., `\ufffd` instead of `°`) is sanitized.
-3. **Imputation**: Missing sensor readings are populated using a `SimpleImputer(strategy='mean')`. The imputer is fitted on the training set and serialized to `imputer.pkl` to prevent data leakage during live inference.
-4. **Feature Engineering**: A custom `Risk_Severity` feature is synthesized by combining critical thresholds: `(Heart Rate > 105) + (SpO2 < 94)`. This gives the decision trees a powerful non-linear hint.
-5. **Standardization**: All continuous features are scaled to a standard normal distribution via `StandardScaler`, ensuring distance-based algorithms (like KNN and SVM) compute correctly.
-
-### Intelligence Pipeline (Ensemble)
-HeartFlow doesn't rely on a single algorithm. It trains five distinct models:
-- **K-Nearest Neighbors (KNN)**
-- **Support Vector Machine (SVM)**
-- **Logistic Regression (LogReg)**
-- **Random Forest (RF)**
-- **Multilayer Perceptron (MLP Neural Network)**
-
-During live telemetry inference (`backend/ensemble.py`), the system aggregates the probability vectors from all five models. It performs a **soft-vote**, returning the highest confidence average as the final diagnosis. 
-
-### Fault-Tolerant Retraining (MLOps)
-When a clinician uploads a new batch of data via the `/mlops` UI, the system trains the entire ensemble in a background thread without dropping live WebSocket connections. 
-It evaluates the newly trained models against a 20% holdout test set. If the new `weighted F1-Score` is higher than the `active_version` tracked in `registry.json`, the `.pkl` files are hot-swapped. If the score degrades, the new models are destroyed (Automated Rollback).
-
-### Edge Transpilation
-Running Python on an ESP32 is too heavy. The `backend/export.py` script traverses the AST (Abstract Syntax Tree) of the trained Scikit-Learn Random Forest and writes pure, `if/else` C++ code into a `model.h` file. 
-To shrink the firmware size by 75%, it applies **INT8 Quantization**, scaling floating-point sensor thresholds into 8-bit integers. The resulting inference function uses zero dynamic memory (`malloc`/`free`), ensuring the microcontroller never crashes from heap fragmentation.
+---
+
+## 3. Component Architecture
+
+### 3.1 Client Layer (Frontend)
+Built entirely on **Next.js 16** and **React 19**, the client provides specialized views for distinct clinical and engineering workflows.
+- **Telemetry (`/dashboard`)**: Consumes high-frequency WebSocket streams. The `TelemetryContext` implements connection pooling and exponential backoff to recover gracefully from network interruptions.
+- **MLOps Control (`/mlops`)**: Exposes the training pipeline to clinicians. Accepts batch CSV uploads and triggers asynchronous retraining tasks on the backend.
+- **Hardware Export (`/edge`)**: Provides an interface for hardware engineers to retrieve transpiled C++ inference headers for immediate flashing.
+
+### 3.2 API & Orchestration (Backend)
+Powered by **FastAPI** on Python 3.10.
+- **WebSocket Router (`main.py`)**: Manages active clinical sessions. Ensures that long-running operations (like retraining) do not block the ASGI event loop, guaranteeing uninterrupted telemetry.
+- **Vitals Simulator (`simulator.py`)**: A fallback data generator that produces synthetic, clinically realistic cardiovascular data (Heart Rate, SpO2) when physical ESP32 hardware is disconnected.
+
+### 3.3 Machine Learning & Inference Pipeline
+To maximize accuracy and prevent edge hallucinations, the system relies on a robust ensemble rather than a single algorithm.
+- **Preprocessing (`preprocessing.py`)**: Handles data sanitization, `SimpleImputer` mean-filling, and `StandardScaler` normalization. Synthesizes non-linear risk indicators (e.g., combining HR and SpO2 thresholds).
+- **Soft-Voting Ensemble (`ensemble.py`)**: Aggregates predictions across five distinct models (KNN, SVM, LogReg, RF, MLP). By averaging probability vectors rather than relying on hard class votes, the system yields higher confidence diagnoses.
+- **Fault-Tolerant Retraining (`models.py`)**: Model updates execute in background threads. New models are evaluated against a 20% holdout set. The system enforces an **Automated Rollback**: `.pkl` weights are only hot-swapped into memory if the new weighted F1-Score strictly exceeds the active version.
+
+### 3.4 TinyML Edge Compiler
+The most critical architectural component, closing the loop between cloud intelligence and bare-metal execution.
+- **AST Transpilation (`export.py`)**: Parses the internal Abstract Syntax Tree (AST) of the active Scikit-Learn Random Forest model.
+- **INT8 Quantization**: Downscales `float64` node boundaries into 8-bit integers, effectively slashing the memory footprint by up to 75% for resource-starved microcontrollers.
+- **Zero-Malloc Generation**: The output is a pure C++ header (`model.h`) consisting exclusively of static `if/else` branching. By strictly forbidding dynamic memory allocation (`malloc`/`free`), the exported firmware is mathematically guaranteed to be immune to heap fragmentation crashes—a mandatory requirement for medical IoT devices.
+
+---
+
+## 4. Data Persistence Strategy
+- **SQLite Event Store (`database.py`)**: Telemetry events, anomaly flags, and clinical interventions are logged to a local, file-based SQLite database (`patient_history.db`) for high-speed read/write access without the overhead of a dedicated RDBMS.
+- **Hugging Face Hub**: Serves as the off-site model registry and backup layer. Periodically syncs versioned models, preprocessing transformers, and historical datasets to ensure state recovery in the event of local hardware failure.```

README.md

@@ -33,7 +33,11 @@ pinned: false
 
 HeartFlow OS streams cardiovascular vitals, predicts anomalies using a soft-voting ensemble, and exports models to highly-constrained edge devices (ESP32/Arduino).
 
-## System Architecture
+## Architecture
+
+To see the complete pipeline and component structure, check out the **[Architecture Documentation](ARCHITECTURE.md)**. 
+
+### System Overview
 
 | Domain | Tech | Details |
 | :--- | :--- | :--- |
@@ -43,24 +47,24 @@ HeartFlow OS streams cardiovascular vitals, predicts anomalies using a soft-voti
 | **Edge Compiler** | Custom AST Transpiler | Exports trained ensembles to zero-dependency, INT8 quantized C headers. |
 | **Firmware** | PlatformIO, C++ | Ready-to-deploy hardware wrapper for ESP32/Arduino execution. |
 
-## Core Features
+## Core Capabilities
 
-- **Fault-Tolerant Telemetry**: Streams data via WebSockets to the React dashboard with exponential backoff and UI-level auto-reconnection.
-- **Automated MLOps Registry**: Upload batch CSV data to `/retrain`. The system evaluates the new models against a test set and will automatically roll back if performance (F1-score) degrades.
-- **Edge Compilation (TinyML)**: Converts trained models into standalone C code (`model.h`). The generated code requires no dynamic memory allocation (`malloc`-free) and uses integer quantization to cut memory footprint by 75%.
-- **Cross-Language Assurance**: Built-in test pipelines verify that the exported C logic perfectly matches the Python models before flashing to hardware.
+- **Fault-Tolerant Telemetry**: Streams data via WebSockets to the React dashboard with UI-level auto-reconnection.
+- **Automated MLOps Registry**: Upload batch CSV data to `/retrain`. The system evaluates new models against a test set and rolls back if performance degrades.
+- **Edge Compilation (TinyML)**: Converts trained models into standalone C code (`model.h`) without dynamic memory allocation (`malloc`-free).
+- **Cross-Language Assurance**: Test pipelines verify that the exported C logic matches the Python models before flashing to hardware.
 
-## Quickstart
+## Quickstart Guide
 
 ### Option 1: Docker Compose (Recommended)
 
-Run the entire full-stack platform (Frontend + Backend) with a single command:
+Run the entire full-stack platform (Frontend + Backend):
 
 ```bash
 docker compose up --build
 ```
-- UI available at: `http://localhost:3000`
-- API Docs available at: `http://localhost:8000/docs`
+- **UI**: `http://localhost:3000`
+- **API Docs**: `http://localhost:8000/docs`
 
 ### Option 2: Manual Local Setup
 
@@ -83,14 +87,15 @@ npm run dev
 
 ### Option 3: Hardware Firmware (Edge Deployment)
 
-Once you export your `model.h` from the UI or API, deploy to your microcontroller:
+Once you export your `model.h` from the UI or API, deploy it to your microcontroller:
 
 ```bash
 cd firmware
-# Copy your exported model.h to firmware/src/model.h
+# 1. Copy your exported model.h to firmware/src/model.h
+# 2. Upload to the connected ESP32/Arduino
 pio run -t upload
 ```
 
 ## License
 
-MIT License. See `LICENSE`.
+MIT License. See `LICENSE` for more information.

frontend/AGENTS.md

@@ -1,9 +0,0 @@
-<!-- BEGIN:nextjs-agent-rules -->
-
-# This is NOT the Next.js you know
-
-This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` (resolved from this file's directory; in monorepos the `next` package may not be visible from the repo root) before writing any code. Heed deprecation notices.
-
-This block is written and re-added by `next dev` — verify at `node_modules/next/dist/server/lib/generate-agent-files.js`. Removing it from a diff only re-creates the uncommitted change; committing it with your work keeps the tree clean.
-
-<!-- END:nextjs-agent-rules -->

frontend/CLAUDE.md

@@ -1 +0,0 @@
-@AGENTS.md

frontend/package-lock.json

@@ -10,6 +10,7 @@
       "dependencies": {
         "framer-motion": "^13.4.4",
         "lucide-react": "^1.48.0",
+        "mermaid": "^12.1.0",
         "next": "16.3.6",
         "react": "19.2.8",
         "react-dom": "19.2.8"
@@ -38,6 +39,19 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/@antfu/install-pkg": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-2.1.0.tgz",
+      "integrity": "sha512-sdg9NxU3zR4Mnawfbc/x6GB5Wf17WYud5qOuEuxXjaKpYpMkISSJEjItGebXJ2bQ4DIcly4NYH23mtkGJjvKUw==",
+      "license": "MIT",
+      "dependencies": {
+        "package-manager-detector": "^1.8.0",
+        "tinyexec": "^1.3.1"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      }
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.29.7",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz",
@@ -278,6 +292,49 @@
         "node": ">=6.9.0"
       }
     },
+    "node_modules/@braintree/sanitize-url": {
+      "version": "7.1.2",
+      "resolved": "https://registry.npmjs.org/@braintree/sanitize-url/-/sanitize-url-7.1.2.tgz",
+      "integrity": "sha512-jigsZK+sMF/cuiB7sERuo9V7N9jx+dhmHHnQyDSVdpZwVutaBu7WvNYqMDLSgFgfB30n452TP3vjDAvFC973mA==",
+      "license": "MIT"
+    },
+    "node_modules/@chevrotain/cst-dts-gen": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/cst-dts-gen/-/cst-dts-gen-13.2.0.tgz",
+      "integrity": "sha512-bA9dvWlhAUcHkNwU+8w9yiUxJPlj/Lm3VqS7MD+NbIR/7LmpNLuK/AWNFdCo/T3SK5ND0/UHf3IJvl/Jn/i6yg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/gast": "13.2.0",
+        "@chevrotain/types": "13.2.0"
+      }
+    },
+    "node_modules/@chevrotain/gast": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/gast/-/gast-13.2.0.tgz",
+      "integrity": "sha512-bCARdAsG+eEbOveSXcOAC7pVxA04I1ionzeMOwIYf5NX7SaS7zgn4Dgug2BSqoL+iyKeMNSorQjsFSHJHsCNwg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/types": "13.2.0"
+      }
+    },
+    "node_modules/@chevrotain/regexp-to-ast": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/regexp-to-ast/-/regexp-to-ast-13.2.0.tgz",
+      "integrity": "sha512-kxpUkLtiaK09ph+dib+Yvm+3sWSnuwlo25gqfKRgTPNmF6H7uW4gVkMjaRdtnN783S9sM6vUNWh9CsxYX4QwKw==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/types": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/types/-/types-13.2.0.tgz",
+      "integrity": "sha512-7qrYHRlKfWf2AvBfJi5eVOrKAkbxvMFsy/iIHTGIiApNcEecCaVIdR+mIQhyCBsTDJxBz4JWXHMo6krbhR9hVg==",
+      "license": "Apache-2.0"
+    },
+    "node_modules/@chevrotain/utils": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/utils/-/utils-13.2.0.tgz",
+      "integrity": "sha512-SzKYY68rseOrb9KILVzPsl6SjkQtdWw01SRGB5aCVI5kFcHltQsOYV3JB0Ffst72DgkvHCyDQ0NLwxtmCCf97Q==",
+      "license": "Apache-2.0"
+    },
     "node_modules/@emnapi/core": {
       "version": "1.10.0",
       "resolved": "https://registry.npmjs.org/@emnapi/core/-/core-1.10.0.tgz",
@@ -521,6 +578,23 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@iconify/types": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@iconify/types/-/types-2.0.0.tgz",
+      "integrity": "sha512-+wluvCrRhXrhyOmRDJ3q8mux9JkKy5SJ/v8ol2tu4FVjyYvtEzkc/3pK15ET6RKg4b4w4BmTk1+gsCUhf21Ykg==",
+      "license": "MIT"
+    },
+    "node_modules/@iconify/utils": {
+      "version": "3.1.7",
+      "resolved": "https://registry.npmjs.org/@iconify/utils/-/utils-3.1.7.tgz",
+      "integrity": "sha512-JZHlwdID+dy+lTgbYC8NEC4zeugqeYsc6jewvzb4c58kHauJn+X7rNwQjxz5p2qSjqaEeQoLkCIQ9v/H4PK0/w==",
+      "license": "MIT",
+      "dependencies": {
+        "@antfu/install-pkg": "^2.0.1",
+        "@iconify/types": "^2.0.0",
+        "import-meta-resolve": "^4.2.0"
+      }
+    },
     "node_modules/@img/colour": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.1.0.tgz",
@@ -1120,6 +1194,18 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@mermaid-js/parser": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/@mermaid-js/parser/-/parser-2.0.1.tgz",
+      "integrity": "sha512-j37dj/h6p6pots1L7pLPPNuABEEu9WP4OYg9pW1g+nYG331j0+3canE9OagtYdytYvdSAMG+2fKU5cxep6LgjA==",
+      "license": "MIT",
+      "dependencies": {
+        "@chevrotain/types": "~13.2.0"
+      },
+      "engines": {
+        "node": ">=22.12.0"
+      }
+    },
     "node_modules/@napi-rs/wasm-runtime": {
       "version": "1.2.4",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.2.4.tgz",
@@ -1689,6 +1775,259 @@
         "tslib": "^2.4.0"
       }
     },
+    "node_modules/@types/d3": {
+      "version": "7.4.3",
+      "resolved": "https://registry.npmjs.org/@types/d3/-/d3-7.4.3.tgz",
+      "integrity": "sha512-lZXZ9ckh5R8uiFVt8ogUNf+pIrK4EsWrx2Np75WvF/eTpJ0FMHNhjXk8CKEx/+gpHbNQyJWehbFaTvqmHWB3ww==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/d3-axis": "*",
+        "@types/d3-brush": "*",
+        "@types/d3-chord": "*",
+        "@types/d3-color": "*",
+        "@types/d3-contour": "*",
+        "@types/d3-delaunay": "*",
+        "@types/d3-dispatch": "*",
+        "@types/d3-drag": "*",
+        "@types/d3-dsv": "*",
+        "@types/d3-ease": "*",
+        "@types/d3-fetch": "*",
+        "@types/d3-force": "*",
+        "@types/d3-format": "*",
+        "@types/d3-geo": "*",
+        "@types/d3-hierarchy": "*",
+        "@types/d3-interpolate": "*",
+        "@types/d3-path": "*",
+        "@types/d3-polygon": "*",
+        "@types/d3-quadtree": "*",
+        "@types/d3-random": "*",
+        "@types/d3-scale": "*",
+        "@types/d3-scale-chromatic": "*",
+        "@types/d3-selection": "*",
+        "@types/d3-shape": "*",
+        "@types/d3-time": "*",
+        "@types/d3-time-format": "*",
+        "@types/d3-timer": "*",
+        "@types/d3-transition": "*",
+        "@types/d3-zoom": "*"
+      }
+    },
+    "node_modules/@types/d3-array": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-3.2.2.tgz",
+      "integrity": "sha512-hOLWVbm7uRza0BYXpIIW5pxfrKe0W+D5lrFiAEYR+pb6w3N2SwSMaJbXdUfSEv+dT4MfHBLtn5js0LAWaO6otw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-axis": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-axis/-/d3-axis-3.0.6.tgz",
+      "integrity": "sha512-pYeijfZuBd87T0hGn0FO1vQ/cgLk6E1ALJjfkC0oJ8cbwkZl3TpgS8bVBLZN+2jjGgg38epgxb2zmoGtSfvgMw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-brush": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-3.0.6.tgz",
+      "integrity": "sha512-nH60IZNNxEcrh6L1ZSMNA28rj27ut/2ZmI3r96Zd+1jrZD++zD3LsMIjWlvg4AYrHn/Pqz4CF3veCxGjtbqt7A==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-chord": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-chord/-/d3-chord-3.0.6.tgz",
+      "integrity": "sha512-LFYWWd8nwfwEmTZG9PfQxd17HbNPksHBiJHaKuY1XeqscXacsS2tyoo6OdRsjf+NQYeB6XrNL3a25E3gH69lcg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-color": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-3.1.3.tgz",
+      "integrity": "sha512-iO90scth9WAbmgv7ogoq57O9YpKmFBbmoEoCHDB2xMBY0+/KVrqAaCDyCE16dUspeOvIxFFRI+0sEtqDqy2b4A==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-contour": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-contour/-/d3-contour-3.0.6.tgz",
+      "integrity": "sha512-BjzLgXGnCWjUSYGfH1cpdo41/hgdWETu4YxpezoztawmqsvCeep+8QGfiY6YbDvfgHz/DkjeIkkZVJavB4a3rg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/geojson": "*"
+      }
+    },
+    "node_modules/@types/d3-delaunay": {
+      "version": "6.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
+      "integrity": "sha512-ZMaSKu4THYCU6sV64Lhg6qjf1orxBthaC161plr5KuPHo3CNm8DTHiLw/5Eq2b6TsNP0W0iJrUOFscY6Q450Hw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-dispatch": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dispatch/-/d3-dispatch-3.0.7.tgz",
+      "integrity": "sha512-5o9OIAdKkhN1QItV2oqaE5KMIiXAvDWBDPrD85e58Qlz1c1kI/J0NcqbEG88CoTwJrYe7ntUCVfeUl2UJKbWgA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-drag": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-drag/-/d3-drag-3.0.7.tgz",
+      "integrity": "sha512-HE3jVKlzU9AaMazNufooRJ5ZpWmLIoc90A37WU2JMmeq28w1FQqCZswHZ3xR+SuxYftzHq6WU6KJHvqxKzTxxQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-dsv": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dsv/-/d3-dsv-3.0.7.tgz",
+      "integrity": "sha512-n6QBF9/+XASqcKK6waudgL0pf/S5XHPPI8APyMLLUHd8NqouBGLsU8MgtO7NINGtPBtk9Kko/W4ea0oAspwh9g==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-ease": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-3.0.2.tgz",
+      "integrity": "sha512-NcV1JjO5oDzoK26oMzbILE6HW7uVXOHLQvHshBUW4UMdZGfiY6v5BeQwh9a9tCzv+CeefZQHJt5SRgK154RtiA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-fetch": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-fetch/-/d3-fetch-3.0.7.tgz",
+      "integrity": "sha512-fTAfNmxSb9SOWNB9IoG5c8Hg6R+AzUHDRlsXsDZsNp6sxAEOP0tkP3gKkNSO/qmHPoBFTxNrjDprVHDQDvo5aA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-dsv": "*"
+      }
+    },
+    "node_modules/@types/d3-force": {
+      "version": "3.0.10",
+      "resolved": "https://registry.npmjs.org/@types/d3-force/-/d3-force-3.0.10.tgz",
+      "integrity": "sha512-ZYeSaCF3p73RdOKcjj+swRlZfnYpK1EbaDiYICEEp5Q6sUiqFaFQ9qgoshp5CzIyyb/yD09kD9o2zEltCexlgw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-format": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-format/-/d3-format-3.0.4.tgz",
+      "integrity": "sha512-fALi2aI6shfg7vM5KiR1wNJnZ7r6UuggVqtDA+xiEdPZQwy/trcQaHnwShLuLdta2rTymCNpxYTiMZX/e09F4g==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-geo": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-geo/-/d3-geo-3.1.1.tgz",
+      "integrity": "sha512-65Emv9fQiQQqphLlRkuQ5ypPsOmWPhtBGCMv61JDPEPMvsx+gzhGf74yw1a78xFKPj6zw4AgQICJoQv0vK9M2w==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/geojson": "*"
+      }
+    },
+    "node_modules/@types/d3-hierarchy": {
+      "version": "3.1.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-hierarchy/-/d3-hierarchy-3.1.7.tgz",
+      "integrity": "sha512-tJFtNoYBtRtkNysX1Xq4sxtjK8YgoWUNpIiUee0/jHGRwqvzYxkq0hGVbbOGSz+JgFxxRu4K8nb3YpG3CMARtg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-interpolate": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-interpolate/-/d3-interpolate-3.0.4.tgz",
+      "integrity": "sha512-mgLPETlrpVV1YRJIglr4Ez47g7Yxjl1lj7YKsiMCb27VJH9W8NVM6Bb9d8kkpG/uAQS5AmbA48q2IAolKKo1MA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-color": "*"
+      }
+    },
+    "node_modules/@types/d3-path": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-3.1.1.tgz",
+      "integrity": "sha512-VMZBYyQvbGmWyWVea0EHs/BwLgxc+MKi1zLDCONksozI4YJMcTt8ZEuIR4Sb1MMTE8MMW49v0IwI5+b7RmfWlg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-polygon": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-polygon/-/d3-polygon-3.0.2.tgz",
+      "integrity": "sha512-ZuWOtMaHCkN9xoeEMr1ubW2nGWsp4nIql+OPQRstu4ypeZ+zk3YKqQT0CXVe/PYqrKpZAi+J9mTs05TKwjXSRA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-quadtree": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-quadtree/-/d3-quadtree-3.0.6.tgz",
+      "integrity": "sha512-oUzyO1/Zm6rsxKRHA1vH0NEDG58HrT5icx/azi9MF1TWdtttWl0UIUsjEQBBh+SIkrpd21ZjEv7ptxWys1ncsg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-random": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-random/-/d3-random-3.0.4.tgz",
+      "integrity": "sha512-UHYId5WTCx4L4YNel7NU00XUXXgvgpgZOvp10PuvsQENjMDXhh2RyFc0KBjO7B45ne4Ha1yVH7ii0vnzKkuzWA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-scale": {
+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-4.0.9.tgz",
+      "integrity": "sha512-dLmtwB8zkAeO/juAMfnV+sItKjlsw2lKdZVVy6LRr0cBmegxSABiLEpGVmSJJ8O08i4+sGR6qQtb6WtuwJdvVw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-time": "*"
+      }
+    },
+    "node_modules/@types/d3-scale-chromatic": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale-chromatic/-/d3-scale-chromatic-3.1.0.tgz",
+      "integrity": "sha512-iWMJgwkK7yTRmWqRB5plb1kadXyQ5Sj8V/zYlFGMUBbIPKQScw+Dku9cAAMgJG+z5GYDoMjWGLVOvjghDEFnKQ==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-selection": {
+      "version": "3.0.12",
+      "resolved": "https://registry.npmjs.org/@types/d3-selection/-/d3-selection-3.0.12.tgz",
+      "integrity": "sha512-Qe/KWYhEiIIxGs7HrAAjMfShxKldx19SJtr5zu53f3afPsdZNz7HHtdTLXo/kqeiWNXVycI24kSnfzBYkTzpgw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-shape": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-shape/-/d3-shape-3.2.0.tgz",
+      "integrity": "sha512-kVd74ta9eof3eJOvbNd1vGKS/XERRyQbT26Og63hIsvDO84cjD5gEOhsXf26w3FSoNlPVz84DOFcKv/oou+fMw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-path": "*"
+      }
+    },
+    "node_modules/@types/d3-time": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-time/-/d3-time-3.0.4.tgz",
+      "integrity": "sha512-yuzZug1nkAAaBlBBikKZTgzCeA+k1uy4ZFwWANOfKw5z5LRhV0gNA7gNkKm7HoK+HRN0wX3EkxGk0fpbWhmB7g==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-time-format": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-time-format/-/d3-time-format-4.0.3.tgz",
+      "integrity": "sha512-5xg9rC+wWL8kdDj153qZcsJ0FWiFt0J5RB6LYUNZjwSnesfblqrI/bJ1wBdJ8OQfncgbJG5+2F+qfqnqyzYxyg==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-timer": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-timer/-/d3-timer-3.0.2.tgz",
+      "integrity": "sha512-Ps3T8E8dZDam6fUyNiMkekK3XUsaUEik+idO9/YjPtfj2qruF8tFBXS7XhtE4iIXBLxhmLjP3SXpLhVf21I9Lw==",
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-transition": {
+      "version": "3.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-transition/-/d3-transition-3.0.9.tgz",
+      "integrity": "sha512-uZS5shfxzO3rGlu0cC3bjmMFKsXv+SmZZcgp0KD22ts4uGXp5EVYGzu/0YdwZeKmddhcAccYtREJKkPfXkZuCg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-zoom": {
+      "version": "3.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-zoom/-/d3-zoom-3.0.9.tgz",
+      "integrity": "sha512-0sE1406XBYJGiqD3AusTl9ZqC//2mIXix51tbom25gDCA8ri4xnSZg28CaSE8Srl6FClqABUKfsn0qghgdepMA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-interpolate": "*",
+        "@types/d3-selection": "*"
+      }
+    },
     "node_modules/@types/estree": {
       "version": "1.0.9",
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.9.tgz",
@@ -1696,6 +2035,12 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/geojson": {
+      "version": "7946.0.16",
+      "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.16.tgz",
+      "integrity": "sha512-6C8nqWur3j98U6+lXDfTUWIfgvZU+EumvpHKcYjujKH7woYyLj2sUmff0tRhrqM7BohUw7Pz3ZB1jj2gW9Fvmg==",
+      "license": "MIT"
+    },
     "node_modules/@types/json-schema": {
       "version": "7.0.15",
       "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.15.tgz",
@@ -1740,6 +2085,13 @@
         "@types/react": "^19.3.0"
       }
     },
+    "node_modules/@types/trusted-types": {
+      "version": "2.0.7",
+      "resolved": "https://registry.npmjs.org/@types/trusted-types/-/trusted-types-2.0.7.tgz",
+      "integrity": "sha512-ScaPdn1dQczgbl0QFTeTOmVHFULt394XJgOQNoyVhZ6r2vLnMLJfBPd53SB52T/3G36VI1/g2MZaX0cwDuXsfw==",
+      "license": "MIT",
+      "optional": true
+    },
     "node_modules/@typescript-eslint/eslint-plugin": {
       "version": "8.70.1",
       "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.70.1.tgz",
@@ -2389,6 +2741,16 @@
         "win32"
       ]
     },
+    "node_modules/@upsetjs/venn.js": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@upsetjs/venn.js/-/venn.js-2.0.0.tgz",
+      "integrity": "sha512-WbBhLrooyePuQ1VZxrJjtLvTc4NVfpOyKx0sKqioq9bX1C1m7Jgykkn8gLrtwumBioXIqam8DLxp88Adbue6Hw==",
+      "license": "MIT",
+      "optionalDependencies": {
+        "d3-selection": "^3.0.0",
+        "d3-transition": "^3.0.1"
+      }
+    },
     "node_modules/acorn": {
       "version": "8.18.0",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.18.0.tgz",
@@ -2749,168 +3111,701 @@
         "browserslist": "cli.js"
       },
       "engines": {
-        "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7"
+        "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7"
+      }
+    },
+    "node_modules/call-bind": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.9.tgz",
+      "integrity": "sha512-a/hy+pNsFUTR+Iz8TCJvXudKVLAnz/DyeSUo10I5yvFDQJBFU2s9uqQpoSrJlroHUKoKqzg+epxyP9lqFdzfBQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "es-define-property": "^1.0.1",
+        "get-intrinsic": "^1.3.0",
+        "set-function-length": "^1.2.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/callsites": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz",
+      "integrity": "sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/caniuse-lite": {
+      "version": "1.0.30001812",
+      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001812.tgz",
+      "integrity": "sha512-qN+QNNBr93TCmFrmte0bBCjSDMuRvt78VlHT99qIGPszm4QsqCX8lnyWUFkHi8B7ZBAPq8SH+UqyXNy/odMdng==",
+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/browserslist"
+        },
+        {
+          "type": "tidelift",
+          "url": "https://tidelift.com/funding/github/npm/caniuse-lite"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
+      ],
+      "license": "CC-BY-4.0"
+    },
+    "node_modules/chalk": {
+      "version": "4.1.2",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
+      "integrity": "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-styles": "^4.1.0",
+        "supports-color": "^7.1.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/chalk?sponsor=1"
+      }
+    },
+    "node_modules/chevrotain": {
+      "version": "13.2.0",
+      "resolved": "https://registry.npmjs.org/chevrotain/-/chevrotain-13.2.0.tgz",
+      "integrity": "sha512-GTouk5YzgBxlTPCaDn5q0q2EJKkrYmnPF+HmF8v0Qo4r3iyPG7HJivkN1wthCXZcm3sIcZFpGTRovLPNdJNRCA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@chevrotain/cst-dts-gen": "13.2.0",
+        "@chevrotain/gast": "13.2.0",
+        "@chevrotain/regexp-to-ast": "13.2.0",
+        "@chevrotain/types": "13.2.0",
+        "@chevrotain/utils": "13.2.0"
+      },
+      "engines": {
+        "node": ">=22.0.0"
+      }
+    },
+    "node_modules/client-only": {
+      "version": "0.0.1",
+      "resolved": "https://registry.npmjs.org/client-only/-/client-only-0.0.1.tgz",
+      "integrity": "sha512-IV3Ou0jSMzZrd3pZ48nLkT9DA7Ag1pnPzaiQhpW7c3RbcqqzvzzVu+L8gfqMp/8IM2MQtSiqaCxrrcfu8I8rMA==",
+      "license": "MIT"
+    },
+    "node_modules/color-convert": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
+      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "color-name": "~1.1.4"
+      },
+      "engines": {
+        "node": ">=7.0.0"
+      }
+    },
+    "node_modules/color-name": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
+      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/commander": {
+      "version": "7.2.0",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz",
+      "integrity": "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/concat-map": {
+      "version": "0.0.1",
+      "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
+      "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/convert-source-map": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-2.0.0.tgz",
+      "integrity": "sha512-Kvp459HrV2FEJ1CAsi1Ku+MY3kasH19TFykTz2xWmMeq6bk2NU3XXvfJ+Q61m0xktWwt+1HSYf3JZsTms3aRJg==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/cose-base": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/cose-base/-/cose-base-1.0.3.tgz",
+      "integrity": "sha512-s9whTXInMSgAp/NVXVNuVxVKzGH2qck3aQlVHxDCdAEPgtMKwc4Wq6/QKhgdEdgbLSi9rBTAcPoRa6JpiG4ksg==",
+      "license": "MIT",
+      "dependencies": {
+        "layout-base": "^1.0.0"
+      }
+    },
+    "node_modules/cross-spawn": {
+      "version": "7.0.6",
+      "resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz",
+      "integrity": "sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "path-key": "^3.1.0",
+        "shebang-command": "^2.0.0",
+        "which": "^2.0.1"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/csstype": {
+      "version": "3.2.3",
+      "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.2.3.tgz",
+      "integrity": "sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/cytoscape": {
+      "version": "3.34.3",
+      "resolved": "https://registry.npmjs.org/cytoscape/-/cytoscape-3.34.3.tgz",
+      "integrity": "sha512-yfYGhRcGAntq6YBD583j4n0Eg3jIxvWmZtz/5uz9UYkeIStSlMxuUja+ec5j3iBD8nv1rwaOAYMW09tBdkSeaQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10"
+      }
+    },
+    "node_modules/cytoscape-cose-bilkent": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/cytoscape-cose-bilkent/-/cytoscape-cose-bilkent-4.1.0.tgz",
+      "integrity": "sha512-wgQlVIUJF13Quxiv5e1gstZ08rnZj2XaLHGoFMYXz7SkNfCDOOteKBE6SYRfA9WxxI/iBc3ajfDoc6hb/MRAHQ==",
+      "license": "MIT",
+      "dependencies": {
+        "cose-base": "^1.0.0"
+      },
+      "peerDependencies": {
+        "cytoscape": "^3.2.0"
+      }
+    },
+    "node_modules/cytoscape-fcose": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/cytoscape-fcose/-/cytoscape-fcose-2.2.0.tgz",
+      "integrity": "sha512-ki1/VuRIHFCzxWNrsshHYPs6L7TvLu3DL+TyIGEsRcvVERmxokbf5Gdk7mFxZnTdiGtnA4cfSmjZJMviqSuZrQ==",
+      "license": "MIT",
+      "dependencies": {
+        "cose-base": "^2.2.0"
+      },
+      "peerDependencies": {
+        "cytoscape": "^3.2.0"
+      }
+    },
+    "node_modules/cytoscape-fcose/node_modules/cose-base": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/cose-base/-/cose-base-2.2.0.tgz",
+      "integrity": "sha512-AzlgcsCbUMymkADOJtQm3wO9S3ltPfYOFD5033keQn9NJzIbtnZj+UdBJe7DYml/8TdbtHJW3j58SOnKhWY/5g==",
+      "license": "MIT",
+      "dependencies": {
+        "layout-base": "^2.0.0"
+      }
+    },
+    "node_modules/cytoscape-fcose/node_modules/layout-base": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/layout-base/-/layout-base-2.0.1.tgz",
+      "integrity": "sha512-dp3s92+uNI1hWIpPGH3jK2kxE2lMjdXdr+DH8ynZHpd6PUlH6x6cbuXnoMmiNumznqaNO31xu9e79F0uuZ0JFg==",
+      "license": "MIT"
+    },
+    "node_modules/d3": {
+      "version": "7.9.0",
+      "resolved": "https://registry.npmjs.org/d3/-/d3-7.9.0.tgz",
+      "integrity": "sha512-e1U46jVP+w7Iut8Jt8ri1YsPOvFpg46k+K8TpCb0P+zjCkjkPnV7WzfDJzMHy1LnA+wj5pLT1wjO901gLXeEhA==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "3",
+        "d3-axis": "3",
+        "d3-brush": "3",
+        "d3-chord": "3",
+        "d3-color": "3",
+        "d3-contour": "4",
+        "d3-delaunay": "6",
+        "d3-dispatch": "3",
+        "d3-drag": "3",
+        "d3-dsv": "3",
+        "d3-ease": "3",
+        "d3-fetch": "3",
+        "d3-force": "3",
+        "d3-format": "3",
+        "d3-geo": "3",
+        "d3-hierarchy": "3",
+        "d3-interpolate": "3",
+        "d3-path": "3",
+        "d3-polygon": "3",
+        "d3-quadtree": "3",
+        "d3-random": "3",
+        "d3-scale": "4",
+        "d3-scale-chromatic": "3",
+        "d3-selection": "3",
+        "d3-shape": "3",
+        "d3-time": "3",
+        "d3-time-format": "4",
+        "d3-timer": "3",
+        "d3-transition": "3",
+        "d3-zoom": "3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-array": {
+      "version": "3.2.4",
+      "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.4.tgz",
+      "integrity": "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==",
+      "license": "ISC",
+      "dependencies": {
+        "internmap": "1 - 2"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-axis": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-axis/-/d3-axis-3.0.0.tgz",
+      "integrity": "sha512-IH5tgjV4jE/GhHkRV0HiVYPDtvfjHQlQfJHs0usq7M30XcSBvOotpmH1IgkcXsO/5gEQZD43B//fc7SRT5S+xw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-brush": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-brush/-/d3-brush-3.0.0.tgz",
+      "integrity": "sha512-ALnjWlVYkXsVIGlOsuWH1+3udkYFI48Ljihfnh8FZPF2QS9o+PzGLBslO0PjzVoHLZ2KCVgAM8NVkXPJB2aNnQ==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-dispatch": "1 - 3",
+        "d3-drag": "2 - 3",
+        "d3-interpolate": "1 - 3",
+        "d3-selection": "3",
+        "d3-transition": "3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-chord": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-chord/-/d3-chord-3.0.1.tgz",
+      "integrity": "sha512-VE5S6TNa+j8msksl7HwjxMHDM2yNK3XCkusIlpX5kwauBfXuyLAtNg9jCp/iHH61tgI4sb6R/EIMWCqEIdjT/g==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-path": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-color": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-color/-/d3-color-3.1.0.tgz",
+      "integrity": "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-contour": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/d3-contour/-/d3-contour-4.0.2.tgz",
+      "integrity": "sha512-4EzFTRIikzs47RGmdxbeUvLWtGedDUNkTcmzoeyg4sP/dvCexO47AaQL7VKy/gul85TOxw+IBgA8US2xwbToNA==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "^3.2.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-delaunay": {
+      "version": "6.0.4",
+      "resolved": "https://registry.npmjs.org/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
+      "integrity": "sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A==",
+      "license": "ISC",
+      "dependencies": {
+        "delaunator": "5"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-dispatch": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-dispatch/-/d3-dispatch-3.0.1.tgz",
+      "integrity": "sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-drag": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-drag/-/d3-drag-3.0.0.tgz",
+      "integrity": "sha512-pWbUJLdETVA8lQNJecMxoXfH6x+mO2UQo8rSmZ+QqxcbyA3hfeprFgIT//HW2nlHChWeIIMwS2Fq+gEARkhTkg==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-dispatch": "1 - 3",
+        "d3-selection": "3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-dsv": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-dsv/-/d3-dsv-3.0.1.tgz",
+      "integrity": "sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q==",
+      "license": "ISC",
+      "dependencies": {
+        "commander": "7",
+        "iconv-lite": "0.6",
+        "rw": "1"
+      },
+      "bin": {
+        "csv2json": "bin/dsv2json.js",
+        "csv2tsv": "bin/dsv2dsv.js",
+        "dsv2dsv": "bin/dsv2dsv.js",
+        "dsv2json": "bin/dsv2json.js",
+        "json2csv": "bin/json2dsv.js",
+        "json2dsv": "bin/json2dsv.js",
+        "json2tsv": "bin/json2dsv.js",
+        "tsv2csv": "bin/dsv2dsv.js",
+        "tsv2json": "bin/dsv2json.js"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-ease": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-ease/-/d3-ease-3.0.1.tgz",
+      "integrity": "sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w==",
+      "license": "BSD-3-Clause",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-fetch": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-fetch/-/d3-fetch-3.0.1.tgz",
+      "integrity": "sha512-kpkQIM20n3oLVBKGg6oHrUchHM3xODkTzjMoj7aWQFq5QEM+R6E4WkzT5+tojDY7yjez8KgCBRoj4aEr99Fdqw==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-dsv": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-force": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-force/-/d3-force-3.0.0.tgz",
+      "integrity": "sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-dispatch": "1 - 3",
+        "d3-quadtree": "1 - 3",
+        "d3-timer": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-format": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-3.1.2.tgz",
+      "integrity": "sha512-AJDdYOdnyRDV5b6ArilzCPPwc1ejkHcoyFarqlPqT7zRYjhavcT3uSrqcMvsgh2CgoPbK3RCwyHaVyxYcP2Arg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-geo": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/d3-geo/-/d3-geo-3.1.1.tgz",
+      "integrity": "sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "2.5.0 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-hierarchy": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz",
+      "integrity": "sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-interpolate": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-interpolate/-/d3-interpolate-3.0.1.tgz",
+      "integrity": "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-color": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-path": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-3.1.0.tgz",
+      "integrity": "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-polygon": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-polygon/-/d3-polygon-3.0.1.tgz",
+      "integrity": "sha512-3vbA7vXYwfe1SYhED++fPUQlWSYTTGmFmQiany/gdbiWgU/iEyQzyymwL9SkJjFFuCS4902BSzewVGsHHmHtXg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-quadtree": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-quadtree/-/d3-quadtree-3.0.1.tgz",
+      "integrity": "sha512-04xDrxQTDTCFwP5H6hRhsRcb9xxv2RzkcsygFzmkSIOJy3PeRJP7sNk3VRIbKXcog561P9oU0/rVH6vDROAgUw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-random": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-random/-/d3-random-3.0.1.tgz",
+      "integrity": "sha512-FXMe9GfxTxqd5D6jFsQ+DJ8BJS4E/fT5mqqdjovykEB2oFbTMDVdg1MGFxfQW+FBOGoB++k8swBrgwSHT1cUXQ==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-sankey": {
+      "version": "0.12.3",
+      "resolved": "https://registry.npmjs.org/d3-sankey/-/d3-sankey-0.12.3.tgz",
+      "integrity": "sha512-nQhsBRmM19Ax5xEIPLMY9ZmJ/cDvd1BG3UVvt5h3WRxKg5zGRbvnteTyWAbzeSvlh3tW7ZEmq4VwR5mB3tutmQ==",
+      "license": "BSD-3-Clause",
+      "dependencies": {
+        "d3-array": "1 - 2",
+        "d3-shape": "^1.2.0"
+      }
+    },
+    "node_modules/d3-sankey/node_modules/d3-array": {
+      "version": "2.12.1",
+      "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-2.12.1.tgz",
+      "integrity": "sha512-B0ErZK/66mHtEsR1TkPEEkwdy+WDesimkM5gpZr5Dsg54BiTA5RXtYW5qTLIAcekaS9xfZrzBLF/OAkB3Qn1YQ==",
+      "license": "BSD-3-Clause",
+      "dependencies": {
+        "internmap": "^1.0.0"
+      }
+    },
+    "node_modules/d3-sankey/node_modules/d3-path": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/d3-path/-/d3-path-1.0.9.tgz",
+      "integrity": "sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg==",
+      "license": "BSD-3-Clause"
+    },
+    "node_modules/d3-sankey/node_modules/d3-shape": {
+      "version": "1.3.7",
+      "resolved": "https://registry.npmjs.org/d3-shape/-/d3-shape-1.3.7.tgz",
+      "integrity": "sha512-EUkvKjqPFUAZyOlhY5gzCxCeI0Aep04LwIRpsZ/mLFelJiUfnK56jo5JMDSE7yyP2kLSb6LtF+S5chMk7uqPqw==",
+      "license": "BSD-3-Clause",
+      "dependencies": {
+        "d3-path": "1"
+      }
+    },
+    "node_modules/d3-sankey/node_modules/internmap": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-1.0.1.tgz",
+      "integrity": "sha512-lDB5YccMydFBtasVtxnZ3MRBHuaoE8GKsppq+EchKL2U4nK/DmEpPHNH8MZe5HkMtpSiTSOZwfN0tzYjO/lJEw==",
+      "license": "ISC"
+    },
+    "node_modules/d3-scale": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/d3-scale/-/d3-scale-4.0.2.tgz",
+      "integrity": "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "2.10.0 - 3",
+        "d3-format": "1 - 3",
+        "d3-interpolate": "1.2.0 - 3",
+        "d3-time": "2.1.1 - 3",
+        "d3-time-format": "2 - 4"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-scale-chromatic": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-scale-chromatic/-/d3-scale-chromatic-3.1.0.tgz",
+      "integrity": "sha512-A3s5PWiZ9YCXFye1o246KoscMWqf8BsD9eRiJ3He7C9OBaxKhAd5TFCdEx/7VbKtxxTsu//1mMJFrEt572cEyQ==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-color": "1 - 3",
+        "d3-interpolate": "1 - 3"
+      },
+      "engines": {
+        "node": ">=12"
       }
     },
-    "node_modules/call-bind": {
-      "version": "1.0.9",
-      "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.9.tgz",
-      "integrity": "sha512-a/hy+pNsFUTR+Iz8TCJvXudKVLAnz/DyeSUo10I5yvFDQJBFU2s9uqQpoSrJlroHUKoKqzg+epxyP9lqFdzfBQ==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-selection": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-selection/-/d3-selection-3.0.0.tgz",
+      "integrity": "sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/d3-shape": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/d3-shape/-/d3-shape-3.2.0.tgz",
+      "integrity": "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA==",
+      "license": "ISC",
       "dependencies": {
-        "call-bind-apply-helpers": "^1.0.2",
-        "es-define-property": "^1.0.1",
-        "get-intrinsic": "^1.3.0",
-        "set-function-length": "^1.2.2"
+        "d3-path": "^3.1.0"
       },
       "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
+        "node": ">=12"
       }
     },
-    "node_modules/call-bind-apply-helpers": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
-      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-time": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-time/-/d3-time-3.1.0.tgz",
+      "integrity": "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q==",
+      "license": "ISC",
       "dependencies": {
-        "es-errors": "^1.3.0",
-        "function-bind": "^1.1.2"
+        "d3-array": "2 - 3"
       },
       "engines": {
-        "node": ">= 0.4"
+        "node": ">=12"
       }
     },
-    "node_modules/call-bound": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
-      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-time-format": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/d3-time-format/-/d3-time-format-4.1.0.tgz",
+      "integrity": "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg==",
+      "license": "ISC",
       "dependencies": {
-        "call-bind-apply-helpers": "^1.0.2",
-        "get-intrinsic": "^1.3.0"
+        "d3-time": "1 - 3"
       },
       "engines": {
-        "node": ">= 0.4"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
+        "node": ">=12"
       }
     },
-    "node_modules/callsites": {
-      "version": "3.1.0",
-      "resolved": "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz",
-      "integrity": "sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-timer": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-timer/-/d3-timer-3.0.1.tgz",
+      "integrity": "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA==",
+      "license": "ISC",
       "engines": {
-        "node": ">=6"
+        "node": ">=12"
       }
     },
-    "node_modules/caniuse-lite": {
-      "version": "1.0.30001812",
-      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001812.tgz",
-      "integrity": "sha512-qN+QNNBr93TCmFrmte0bBCjSDMuRvt78VlHT99qIGPszm4QsqCX8lnyWUFkHi8B7ZBAPq8SH+UqyXNy/odMdng==",
-      "funding": [
-        {
-          "type": "opencollective",
-          "url": "https://opencollective.com/browserslist"
-        },
-        {
-          "type": "tidelift",
-          "url": "https://tidelift.com/funding/github/npm/caniuse-lite"
-        },
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/ai"
-        }
-      ],
-      "license": "CC-BY-4.0"
-    },
-    "node_modules/chalk": {
-      "version": "4.1.2",
-      "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
-      "integrity": "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-transition": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/d3-transition/-/d3-transition-3.0.1.tgz",
+      "integrity": "sha512-ApKvfjsSR6tg06xrL434C0WydLr7JewBB3V+/39RMHsaXTOG0zmt/OAXeng5M5LBm0ojmxJrpomQVZ1aPvBL4w==",
+      "license": "ISC",
       "dependencies": {
-        "ansi-styles": "^4.1.0",
-        "supports-color": "^7.1.0"
+        "d3-color": "1 - 3",
+        "d3-dispatch": "1 - 3",
+        "d3-ease": "1 - 3",
+        "d3-interpolate": "1 - 3",
+        "d3-timer": "1 - 3"
       },
       "engines": {
-        "node": ">=10"
+        "node": ">=12"
       },
-      "funding": {
-        "url": "https://github.com/chalk/chalk?sponsor=1"
+      "peerDependencies": {
+        "d3-selection": "2 - 3"
       }
     },
-    "node_modules/client-only": {
-      "version": "0.0.1",
-      "resolved": "https://registry.npmjs.org/client-only/-/client-only-0.0.1.tgz",
-      "integrity": "sha512-IV3Ou0jSMzZrd3pZ48nLkT9DA7Ag1pnPzaiQhpW7c3RbcqqzvzzVu+L8gfqMp/8IM2MQtSiqaCxrrcfu8I8rMA==",
-      "license": "MIT"
-    },
-    "node_modules/color-convert": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
-      "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
-      "dev": true,
-      "license": "MIT",
+    "node_modules/d3-zoom": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-zoom/-/d3-zoom-3.0.0.tgz",
+      "integrity": "sha512-b8AmV3kfQaqWAuacbPuNbL6vahnOJflOhexLzMMNLga62+/nh0JzvJ0aO/5a5MVgUFGS7Hu1P9P03o3fJkDCyw==",
+      "license": "ISC",
       "dependencies": {
-        "color-name": "~1.1.4"
+        "d3-dispatch": "1 - 3",
+        "d3-drag": "2 - 3",
+        "d3-interpolate": "1 - 3",
+        "d3-selection": "2 - 3",
+        "d3-transition": "2 - 3"
       },
       "engines": {
-        "node": ">=7.0.0"
+        "node": ">=12"
       }
     },
-    "node_modules/color-name": {
-      "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
-      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "node_modules/concat-map": {
-      "version": "0.0.1",
-      "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
-      "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "node_modules/convert-source-map": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-2.0.0.tgz",
-      "integrity": "sha512-Kvp459HrV2FEJ1CAsi1Ku+MY3kasH19TFykTz2xWmMeq6bk2NU3XXvfJ+Q61m0xktWwt+1HSYf3JZsTms3aRJg==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "node_modules/cross-spawn": {
-      "version": "7.0.6",
-      "resolved": "https://registry.npmjs.org/cross-spawn/-/cross-spawn-7.0.6.tgz",
-      "integrity": "sha512-uV2QOWP2nWzsy2aMp8aRibhi9dlzF5Hgh5SHaB9OiTGEyDTiJJyx0uy51QXdyWbtAHNua4XJzUKca3OzKUd3vA==",
-      "dev": true,
+    "node_modules/dagre-d3-es": {
+      "version": "7.0.14",
+      "resolved": "https://registry.npmjs.org/dagre-d3-es/-/dagre-d3-es-7.0.14.tgz",
+      "integrity": "sha512-P4rFMVq9ESWqmOgK+dlXvOtLwYg0i7u0HBGJER0LZDJT2VHIPAMZ/riPxqJceWMStH5+E61QxFra9kIS3AqdMg==",
       "license": "MIT",
       "dependencies": {
-        "path-key": "^3.1.0",
-        "shebang-command": "^2.0.0",
-        "which": "^2.0.1"
-      },
-      "engines": {
-        "node": ">= 8"
+        "d3": "^7.9.0",
+        "lodash-es": "^4.17.21"
       }
     },
-    "node_modules/csstype": {
-      "version": "3.2.3",
-      "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.2.3.tgz",
-      "integrity": "sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/damerau-levenshtein": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/damerau-levenshtein/-/damerau-levenshtein-1.0.8.tgz",
@@ -2972,6 +3867,12 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/dayjs": {
+      "version": "1.11.23",
+      "resolved": "https://registry.npmjs.org/dayjs/-/dayjs-1.11.23.tgz",
+      "integrity": "sha512-QDTCU0M0MxR3hQfnlDJfwekQiaanm1ubOD231u73WBckQ/fsamwRLiE2GBz6D3a/xF1NgfiDLJjXBa1hYOYTtQ==",
+      "license": "MIT"
+    },
     "node_modules/debug": {
       "version": "4.4.3",
       "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz",
@@ -3033,6 +3934,15 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/delaunator": {
+      "version": "5.1.0",
+      "resolved": "https://registry.npmjs.org/delaunator/-/delaunator-5.1.0.tgz",
+      "integrity": "sha512-AGrQ4QSgssa1NGmWmLPqN5NY2KajF5MqxetNEO+o0n3ZwZZeTmt7bBnvzHWrmkZFxGgr4HdyFgelzgi06otLuQ==",
+      "license": "ISC",
+      "dependencies": {
+        "robust-predicates": "^3.0.2"
+      }
+    },
     "node_modules/detect-libc": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/detect-libc/-/detect-libc-2.1.2.tgz",
@@ -3056,6 +3966,15 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/dompurify": {
+      "version": "3.4.16",
+      "resolved": "https://registry.npmjs.org/dompurify/-/dompurify-3.4.16.tgz",
+      "integrity": "sha512-sqo+pNp3qRhCIpbgRi1y8Tgk27Bo2Ry7w0dC1NBeNTdZChWjz9Xb/KOoZbRP/R6pQZ80Qw8YhXw13hWWBbMRnQ==",
+      "license": "(MPL-2.0 OR Apache-2.0)",
+      "optionalDependencies": {
+        "@types/trusted-types": "^2.0.7"
+      }
+    },
     "node_modules/dunder-proto": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
@@ -3078,6 +3997,12 @@
       "dev": true,
       "license": "ISC"
     },
+    "node_modules/elkjs": {
+      "version": "0.9.3",
+      "resolved": "https://registry.npmjs.org/elkjs/-/elkjs-0.9.3.tgz",
+      "integrity": "sha512-f/ZeWvW/BCXbhGEf1Ujp29EASo/lk1FDnETgNKwJrsVvGZhUWCZyg3xLJjAsxfOmt8KjswHmI5EwCQcPMpOYhQ==",
+      "license": "EPL-2.0"
+    },
     "node_modules/emoji-regex": {
       "version": "9.2.2",
       "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-9.2.2.tgz",
@@ -3298,6 +4223,18 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/es-toolkit": {
+      "version": "1.52.0",
+      "resolved": "https://registry.npmjs.org/es-toolkit/-/es-toolkit-1.52.0.tgz",
+      "integrity": "sha512-XTNEJQh1tY1ZJVcf6ayP/2n4ZPyaHlW2FWs7xvw5ddPuhUVjLD3olQVQS7kf58JbAB48iL0uL/jerTrjtV3lDA==",
+      "license": "MIT",
+      "workspaces": [
+        "docs",
+        "benchmarks",
+        "tests/types",
+        "tests/browser-compat"
+      ]
+    },
     "node_modules/escalade": {
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/escalade/-/escalade-3.2.0.tgz",
@@ -4089,6 +5026,12 @@
       "dev": true,
       "license": "ISC"
     },
+    "node_modules/hachure-fill": {
+      "version": "0.5.2",
+      "resolved": "https://registry.npmjs.org/hachure-fill/-/hachure-fill-0.5.2.tgz",
+      "integrity": "sha512-3GKBOn+m2LX9iq+JC1064cSFprJY4jL1jCXTcpnfER5HYE2l/4EfWSGzkPa/ZDBmYI0ZOEj5VHV/eKnPGkHuOg==",
+      "license": "MIT"
+    },
     "node_modules/has-bigints": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/has-bigints/-/has-bigints-1.1.0.tgz",
@@ -4200,6 +5143,18 @@
         "hermes-estree": "0.25.1"
       }
     },
+    "node_modules/iconv-lite": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/ignore": {
       "version": "5.3.2",
       "resolved": "https://registry.npmjs.org/ignore/-/ignore-5.3.2.tgz",
@@ -4227,6 +5182,16 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/import-meta-resolve": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/import-meta-resolve/-/import-meta-resolve-4.2.0.tgz",
+      "integrity": "sha512-Iqv2fzaTQN28s/FwZAoFq0ZSs/7hMAHJVX+w8PZl3cY19Pxk6jFFalxQoIfW2826i/fDLXv8IiEZRIT0lDuWcg==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/imurmurhash": {
       "version": "0.1.4",
       "resolved": "https://registry.npmjs.org/imurmurhash/-/imurmurhash-0.1.4.tgz",
@@ -4252,6 +5217,15 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/internmap": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz",
+      "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/is-array-buffer": {
       "version": "3.0.5",
       "resolved": "https://registry.npmjs.org/is-array-buffer/-/is-array-buffer-3.0.5.tgz",
@@ -4818,6 +5792,31 @@
         "node": ">=4.0"
       }
     },
+    "node_modules/katex": {
+      "version": "0.16.47",
+      "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.47.tgz",
+      "integrity": "sha512-Eeo8Ys1doU1z+x8AZsPpQu+p/QcZBI5PeOo7QGQdy2x2m0MU/hYagBbGOmXwr5KVbEfVuWv9LpnQWeehogurjg==",
+      "funding": [
+        "https://opencollective.com/katex",
+        "https://github.com/sponsors/katex"
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "commander": "^8.3.0"
+      },
+      "bin": {
+        "katex": "cli.js"
+      }
+    },
+    "node_modules/katex/node_modules/commander": {
+      "version": "8.3.0",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-8.3.0.tgz",
+      "integrity": "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 12"
+      }
+    },
     "node_modules/keyv": {
       "version": "4.5.4",
       "resolved": "https://registry.npmjs.org/keyv/-/keyv-4.5.4.tgz",
@@ -4828,6 +5827,11 @@
         "json-buffer": "3.0.1"
       }
     },
+    "node_modules/khroma": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/khroma/-/khroma-2.1.0.tgz",
+      "integrity": "sha512-Ls993zuzfayK269Svk9hzpeGUKob/sIgZzyHYdjQoAdQetRKpOLj+k/QQQ/6Qi0Yz65mlROrfd+Ev+1+7dz9Kw=="
+    },
     "node_modules/language-subtag-registry": {
       "version": "0.3.23",
       "resolved": "https://registry.npmjs.org/language-subtag-registry/-/language-subtag-registry-0.3.23.tgz",
@@ -4848,6 +5852,12 @@
         "node": ">=0.10"
       }
     },
+    "node_modules/layout-base": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/layout-base/-/layout-base-1.0.2.tgz",
+      "integrity": "sha512-8h2oVEZNktL4BH2JCOI90iD1yXwL6iNW7KcCKT2QZgQJR2vbqDsldCTPRU9NifTCqHZci57XvQQ15YTu+sTYPg==",
+      "license": "MIT"
+    },
     "node_modules/levn": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/levn/-/levn-0.4.1.tgz",
@@ -5151,6 +6161,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/lodash-es": {
+      "version": "4.18.1",
+      "resolved": "https://registry.npmjs.org/lodash-es/-/lodash-es-4.18.1.tgz",
+      "integrity": "sha512-J8xewKD/Gk22OZbhpOVSwcs60zhd95ESDwezOFuA3/099925PdHJ7OFHNTGtajL3AlZkykD32HykiMo+BIBI8A==",
+      "license": "MIT"
+    },
     "node_modules/lodash.merge": {
       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
@@ -5200,6 +6216,18 @@
         "@jridgewell/sourcemap-codec": "^1.5.5"
       }
     },
+    "node_modules/marked": {
+      "version": "16.4.2",
+      "resolved": "https://registry.npmjs.org/marked/-/marked-16.4.2.tgz",
+      "integrity": "sha512-TI3V8YYWvkVf3KJe1dRkpnjs68JUPyEa5vjKrp1XEEJUAOaQc+Qj+L1qWbPd0SJuAdQkFU0h73sXXqwDYxsiDA==",
+      "license": "MIT",
+      "bin": {
+        "marked": "bin/marked.js"
+      },
+      "engines": {
+        "node": ">= 20"
+      }
+    },
     "node_modules/math-intrinsics": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz",
@@ -5220,6 +6248,40 @@
         "node": ">= 8"
       }
     },
+    "node_modules/mermaid": {
+      "version": "12.1.0",
+      "resolved": "https://registry.npmjs.org/mermaid/-/mermaid-12.1.0.tgz",
+      "integrity": "sha512-wlVCp+8eTupfCeeFvoZNNiTuHrvag0P2jz/ILgb/f/6jkVokUefOcujefi8qUe/j2asHiSePncVsz/xzzA80LQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@braintree/sanitize-url": "^7.1.2",
+        "@iconify/utils": "^3.0.2",
+        "@mermaid-js/parser": "^2.0.1",
+        "@types/d3": "^7.4.3",
+        "@upsetjs/venn.js": "^2.0.0",
+        "chevrotain": "~13.2.0",
+        "cytoscape": "^3.34.0",
+        "cytoscape-cose-bilkent": "^4.1.0",
+        "cytoscape-fcose": "^2.2.0",
+        "d3": "^7.9.0",
+        "d3-sankey": "^0.12.3",
+        "dagre-d3-es": "7.0.14",
+        "dayjs": "^1.11.21",
+        "dompurify": "^3.4.12",
+        "elkjs": "^0.9.3",
+        "es-toolkit": "^1.45.1",
+        "katex": "^0.16.47",
+        "khroma": "^2.1.0",
+        "marked": "^16.3.0",
+        "roughjs": "^4.6.6",
+        "stylis": "^4.3.6",
+        "ts-dedent": "^2.2.0",
+        "uuid": "^11.1.0 || ^12 || ^13 || ^14.0.0"
+      },
+      "engines": {
+        "node": ">=22.12.0"
+      }
+    },
     "node_modules/micromatch": {
       "version": "4.0.8",
       "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.8.tgz",
@@ -5622,6 +6684,12 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/package-manager-detector": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/package-manager-detector/-/package-manager-detector-1.9.0.tgz",
+      "integrity": "sha512-zAMfbta9nPA8AKkA4WdmNAT8R8s6Dk0/xwPsqNnRidMFcLo1YkLuPDTgs2f64XdzS8vbLNnoJ+uUIkgbz7oRHA==",
+      "license": "MIT"
+    },
     "node_modules/parent-module": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/parent-module/-/parent-module-1.0.1.tgz",
@@ -5635,6 +6703,12 @@
         "node": ">=6"
       }
     },
+    "node_modules/path-data-parser": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/path-data-parser/-/path-data-parser-0.1.0.tgz",
+      "integrity": "sha512-NOnmBpt5Y2RWbuv0LMzsayp3lVylAHLPUTut412ZA3l+C4uw4ZVkQbjShYCQ8TCpUMdPapr4YjUqLYD6v68j+w==",
+      "license": "MIT"
+    },
     "node_modules/path-exists": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
@@ -5681,6 +6755,22 @@
         "url": "https://github.com/sponsors/jonschlinkert"
       }
     },
+    "node_modules/points-on-curve": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/points-on-curve/-/points-on-curve-0.2.0.tgz",
+      "integrity": "sha512-0mYKnYYe9ZcqMCWhUjItv/oHjvgEsfKvnUTg8sAtnHr3GVy7rGkXCb6d5cSyqrWqL4k81b9CPg3urd+T7aop3A==",
+      "license": "MIT"
+    },
+    "node_modules/points-on-path": {
+      "version": "0.2.1",
+      "resolved": "https://registry.npmjs.org/points-on-path/-/points-on-path-0.2.1.tgz",
+      "integrity": "sha512-25ClnWWuw7JbWZcgqY/gJ4FQWadKxGWk+3kR/7kD0tCaDtPPMj7oHu2ToLaVhfpnHrZzYby2w6tUA0eOIuUg8g==",
+      "license": "MIT",
+      "dependencies": {
+        "path-data-parser": "0.1.0",
+        "points-on-curve": "0.2.0"
+      }
+    },
     "node_modules/possible-typed-array-names": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/possible-typed-array-names/-/possible-typed-array-names-1.1.0.tgz",
@@ -5900,6 +6990,24 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/robust-predicates": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",
+      "integrity": "sha512-NS3levdsRIUOmiJ8FZWCP7LG3QpJyrs/TE0Zpf1yvZu8cAJJ6QMW92H1c7kWpdIHo8RvmLxN/o2JXTKHp74lUA==",
+      "license": "Unlicense"
+    },
+    "node_modules/roughjs": {
+      "version": "4.6.6",
+      "resolved": "https://registry.npmjs.org/roughjs/-/roughjs-4.6.6.tgz",
+      "integrity": "sha512-ZUz/69+SYpFN/g/lUlo2FXcIjRkSu3nDarreVdGGndHEBJ6cXPdKguS8JGxwj5HA5xIbVKSmLgr5b3AWxtRfvQ==",
+      "license": "MIT",
+      "dependencies": {
+        "hachure-fill": "^0.5.2",
+        "path-data-parser": "^0.1.0",
+        "points-on-curve": "^0.2.0",
+        "points-on-path": "^0.2.1"
+      }
+    },
     "node_modules/run-parallel": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz",
@@ -5924,6 +7032,12 @@
         "queue-microtask": "^1.2.2"
       }
     },
+    "node_modules/rw": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+      "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+      "license": "BSD-3-Clause"
+    },
     "node_modules/safe-array-concat": {
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/safe-array-concat/-/safe-array-concat-1.1.4.tgz",
@@ -5979,6 +7093,12 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/safer-buffer": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
+      "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+      "license": "MIT"
+    },
     "node_modules/scheduler": {
       "version": "0.27.0",
       "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.27.0.tgz",
@@ -6396,6 +7516,12 @@
         }
       }
     },
+    "node_modules/stylis": {
+      "version": "4.4.0",
+      "resolved": "https://registry.npmjs.org/stylis/-/stylis-4.4.0.tgz",
+      "integrity": "sha512-5Z9ZpRzfuH6l/UAvCPAPUo3665Nk2wLaZU3x+TLHKVzIz33+sbJqbtrYoC3KD4/uVOr2Zp+L0LySezP9OHV9yA==",
+      "license": "MIT"
+    },
     "node_modules/supports-color": {
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
@@ -6443,6 +7569,15 @@
         "url": "https://opencollective.com/webpack"
       }
     },
+    "node_modules/tinyexec": {
+      "version": "1.3.1",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-1.3.1.tgz",
+      "integrity": "sha512-GCvB3aoys96IuDFBMcTB46JOR6mdMtAToqwiW8JlWhsoh1mhHi/xn9ss/Dg7N555GiJyEt2qzoG/NHCwM6h1EA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/tinyglobby": {
       "version": "0.2.17",
       "resolved": "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.17.tgz",
@@ -6517,6 +7652,15 @@
         "typescript": ">=4.8.4"
       }
     },
+    "node_modules/ts-dedent": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/ts-dedent/-/ts-dedent-2.3.0.tgz",
+      "integrity": "sha512-JfJeIHke7y2egdGGgRAvpCwYFUsHlM2gPcrVOxFkznt/4uzQ7HFmvE63iFHVLBJNDuyDOQgijDK/tXH/f6Msjg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.10"
+      }
+    },
     "node_modules/tsconfig-paths": {
       "version": "3.15.0",
       "resolved": "https://registry.npmjs.org/tsconfig-paths/-/tsconfig-paths-3.15.0.tgz",
@@ -6782,6 +7926,19 @@
         "punycode": "^2.1.0"
       }
     },
+    "node_modules/uuid": {
+      "version": "14.0.2",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-14.0.2.tgz",
+      "integrity": "sha512-xZe/16rV4aa+HGSOCiY2YeLT1OybRLrrkL/Rqaq7p7GMVXjFh+6wN4oMYgjFmnSnhY8t6Xpdl2l9qmnHYuMHwQ==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist-node/bin/uuid"
+      }
+    },
     "node_modules/which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",

frontend/package.json

@@ -11,6 +11,7 @@
   "dependencies": {
     "framer-motion": "^13.4.4",
     "lucide-react": "^1.48.0",
+    "mermaid": "^12.1.0",
     "next": "16.3.6",
     "react": "19.2.8",
     "react-dom": "19.2.8"

frontend/src/app/architecture/page.tsx

@@ -1,6 +1,113 @@
 "use client";
 
 import { motion } from "framer-motion";
+import Mermaid from "@/components/Mermaid";
+
+const flowchartData = `
+%% Generated by https://gitdiagram.com/idkhowtocodefr/heartflow_os
+flowchart TD
+
+subgraph group_client["Telemetry interface (Next.js)"]
+  node_dashboard["Live dashboard<br/>[page.tsx]"]
+  node_telemetry_context["Telemetry context"]
+  node_history_ui["History view<br/>[page.tsx]"]
+  node_analytics["Analytics view<br/>[page.tsx]"]
+  node_simulator_ui["Simulator view<br/>[page.tsx]"]
+  node_mlops_ui["MLOps view<br/>[page.tsx]"]
+  node_edge_ui["Edge export view<br/>[page.tsx]"]
+  node_architecture_ui["Architecture view<br/>[page.tsx]"]
+  node_shap_chart["SHAP chart<br/>[ShapChart.tsx]"]
+end
+
+subgraph group_api["API orchestration (FastAPI)"]
+  node_api["FastAPI routes<br/>[main.py]"]
+  node_simulator["Vitals simulator<br/>[simulator.py]"]
+end
+
+subgraph group_ml["Prediction and MLOps"]
+  node_inference["Inference pipeline<br/>[inference.py]"]
+  node_preprocessing["Feature preprocessing<br/>[preprocessing.py]"]
+  node_ensemble["Soft-voting ensemble<br/>[ensemble.py]"]
+  node_training["Model training<br/>[models.py]"]
+  node_export["C code exporter<br/>[export.py]"]
+  node_model_files["Trained model files"]
+  node_dataset["Patient dataset"]
+end
+
+subgraph group_state["Persistence and sync"]
+  node_database[("Prediction history<br/>[database.py]")]
+  node_sqlite[("SQLite history store<br/>[patient_history.db]")]
+end
+
+node_clinician(("Clinical user"))
+node_hub["Hugging Face Hub"]
+
+node_clinician -.->|"monitors"| node_dashboard
+node_clinician -.->|"reviews"| node_history_ui
+node_clinician -.->|"explores"| node_analytics
+node_clinician -.->|"uses"| node_simulator_ui
+node_clinician -.->|"manages"| node_mlops_ui
+node_clinician -.->|"exports"| node_edge_ui
+node_clinician -.->|"views"| node_architecture_ui
+node_dashboard -->|"uses"| node_telemetry_context
+node_clinician -.->|"submits vitals"| node_api
+node_dashboard -.->|"streams telemetry"| node_api
+node_history_ui -.->|"requests history"| node_api
+node_analytics -.->|"requests data"| node_api
+node_mlops_ui -.->|"uploads retraining data"| node_api
+node_edge_ui -.->|"requests C export"| node_api
+node_api -->|"initializes and queries"| node_database
+node_api -->|"streams generated vitals"| node_simulator
+node_api -->|"evaluates vitals"| node_inference
+node_api -->|"prepares explanations"| node_preprocessing
+node_api -->|"generates C code"| node_export
+node_api -->|"loads and refreshes"| node_ensemble
+node_api -->|"starts background retraining"| node_training
+node_inference -->|"transforms features"| node_preprocessing
+node_inference -.->|"predicts probabilities"| node_ensemble
+node_ensemble -->|"resolves model directory"| node_preprocessing
+node_training -->|"splits and transforms data"| node_preprocessing
+node_training -->|"reads training data"| node_dataset
+node_training -->|"writes trained models"| node_model_files
+node_ensemble -->|"loads model artifacts"| node_model_files
+node_database -->|"reads and writes"| node_sqlite
+node_database -->|"syncs history"| node_hub
+
+click node_dashboard "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/dashboard/page.tsx"
+click node_telemetry_context "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/context/TelemetryContext.tsx"
+click node_history_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/history/page.tsx"
+click node_analytics "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/analytics/page.tsx"
+click node_simulator_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/simulator/page.tsx"
+click node_mlops_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/mlops/page.tsx"
+click node_edge_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/edge/page.tsx"
+click node_architecture_ui "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/app/architecture/page.tsx"
+click node_shap_chart "https://github.com/idkhowtocodefr/heartflow_os/blob/main/frontend/src/components/ShapChart.tsx"
+click node_api "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/main.py"
+click node_simulator "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/simulator.py"
+click node_inference "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/inference.py"
+click node_preprocessing "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/preprocessing.py"
+click node_ensemble "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/ensemble.py"
+click node_training "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/models.py"
+click node_export "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/export.py"
+click node_model_files "https://github.com/idkhowtocodefr/heartflow_os/tree/main/model"
+click node_dataset "https://github.com/idkhowtocodefr/heartflow_os/blob/main/data/patient_dataset.csv"
+click node_database "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/database.py"
+click node_sqlite "https://github.com/idkhowtocodefr/heartflow_os/blob/main/backend/patient_history.db"
+
+classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
+classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
+classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
+classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
+classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
+classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
+classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
+
+class node_dashboard,node_telemetry_context,node_history_ui,node_analytics,node_simulator_ui,node_mlops_ui,node_edge_ui,node_architecture_ui,node_shap_chart,node_clinician toneBlue
+class node_api,node_simulator toneAmber
+class node_inference,node_preprocessing,node_ensemble,node_training,node_export,node_model_files,node_dataset toneMint
+class node_database,node_sqlite toneRose
+class node_hub toneIndigo
+`;
 
 const easeFluid: [number, number, number, number] = [0.16, 1, 0.3, 1];
 
@@ -169,6 +276,15 @@ export default function Architecture() {
           </div>
 
         </motion.div>
+
+        {/* FLOWCHART */}
+        <motion.div initial="hidden" animate="show" variants={fadeUp} className="w-full flex flex-col gap-8 mb-16">
+          <div>
+            <div className="text-[10px] text-hazard font-bold tracking-[0.15em] mb-2 uppercase">CHART_01</div>
+            <h2 className="text-[24px] font-sans font-black tracking-[-0.02em] uppercase text-ink leading-tight">SYSTEM TOPOLOGY GRAPH</h2>
+          </div>
+          <Mermaid chart={flowchartData} />
+        </motion.div>
       </div>
     </main>
   );

frontend/src/components/Mermaid.tsx

@@ -0,0 +1,34 @@
+"use client";
+
+import React, { useEffect, useState } from "react";
+
+export default function Mermaid({ chart }: { chart: string }) {
+  const [svgContent, setSvgContent] = useState<string>("");
+
+  useEffect(() => {
+    const renderChart = async () => {
+      try {
+        const mermaid = (await import("mermaid")).default;
+        mermaid.initialize({
+          startOnLoad: false,
+          theme: "base",
+          themeVariables: {
+            fontFamily: "ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, monospace",
+          },
+        });
+        const { svg } = await mermaid.render("mermaid-svg-" + Math.random().toString(36).substring(7), chart);
+        setSvgContent(svg);
+      } catch (e) {
+        console.error("Mermaid parsing error", e);
+      }
+    };
+    renderChart();
+  }, [chart]);
+
+  return (
+    <div 
+      className="w-full overflow-x-auto p-8 bg-canvas-cream border-4 border-ink flex justify-center items-center [&_svg]:max-w-full [&_svg]:h-auto"
+      dangerouslySetInnerHTML={{ __html: svgContent }} 
+    />
+  );
+}