New utilization model and interface

.gitignore

@@ -24,4 +24,11 @@ yarn-error.log*
 
 # typescript
 *.tsbuildinfo
-next-env.d.ts
+.venv/
+venv/
+__pycache__/
+**/__pycache__/
+*.py[cod]
+
+# macOS
+.DS_Store

app/api/utilization-model/health/route.ts

@@ -0,0 +1,51 @@
+import { NextResponse } from "next/server";
+
+// Avoid direct Node `process` typing to satisfy edge runtimes and linting
+function getPythonBaseUrl(): string {
+  const env = (globalThis as any)?.process?.env as
+    | Record<string, string | undefined>
+    | undefined;
+  return env?.PY_UTILIZATION_BASE_URL || "http://127.0.0.1:8001";
+}
+
+export async function GET(): Promise<Response> {
+  const baseUrl = getPythonBaseUrl();
+
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), 8000);
+  try {
+    const res = await fetch(`${baseUrl}/health`, {
+      method: "GET",
+      signal: controller.signal,
+      headers: {
+        accept: "application/json",
+      },
+      // ensure server-side only
+      cache: "no-store",
+    });
+    clearTimeout(timeout);
+
+    if (!res.ok) {
+      const text = await res.text().catch(() => "");
+      return NextResponse.json(
+        {
+          status: "error",
+          code: res.status,
+          detail: text || "Python service health check failed",
+        },
+        { status: 502 }
+      );
+    }
+
+    const data = await res.json().catch(() => ({}));
+    return NextResponse.json({ status: "ok", upstream: data }, { status: 200 });
+  } catch (error: unknown) {
+    clearTimeout(timeout);
+    const message = error instanceof Error ? error.message : "Unknown error";
+    const status = message.includes("The user aborted a request") ? 504 : 500;
+    return NextResponse.json(
+      { status: "error", code: status, detail: message },
+      { status }
+    );
+  }
+}

app/api/utilization-model/predict/route.ts

@@ -0,0 +1,113 @@
+/**
+ * Utilization Prediction API Route
+ *
+ * Bridges the Next.js app to the Python FastAPI utilization service. Accepts a
+ * JSON body of optional numeric features and forwards them to the upstream
+ * `/predict` endpoint. Validates the upstream response to ensure it includes
+ * all expected utilization count fields before returning to the client.
+ *
+ * Key behavior:
+ * - Reads `PY_UTILIZATION_BASE_URL` env var (defaults to http://127.0.0.1:8001)
+ * - 15s timeout with abort controller
+ * - Returns 502 if upstream fails or response shape is invalid
+ * - Returns 504 on client-aborted timeout, otherwise 500 on unknown errors
+ */
+import { NextResponse } from "next/server";
+
+// Minimal schema validation without bringing in zod here
+type PredictRequest = Record<string, unknown>;
+
+interface PredictResponse {
+  pcp_visits: number;
+  outpatient_visits: number;
+  er_visits: number;
+  inpatient_admits: number;
+  home_health_visits: number;
+  rx_fills: number;
+  dental_visits: number;
+  equipment_purchases: number;
+}
+
+// Avoid direct Node `process` typing to satisfy edge runtimes and linting
+function getPythonBaseUrl(): string {
+  const env = (globalThis as any)?.process?.env as
+    | Record<string, string | undefined>
+    | undefined;
+  return env?.PY_UTILIZATION_BASE_URL || "http://127.0.0.1:8001";
+}
+
+function isValidResponse(json: any): json is PredictResponse {
+  if (!json || typeof json !== "object") return false;
+  const keys = [
+    "pcp_visits",
+    "outpatient_visits",
+    "er_visits",
+    "inpatient_admits",
+    "home_health_visits",
+    "rx_fills",
+    "dental_visits",
+    "equipment_purchases",
+  ] as const;
+  return keys.every(
+    (k) => typeof json[k] === "number" && Number.isFinite(json[k])
+  );
+}
+
+export async function POST(req: Request): Promise<Response> {
+  const baseUrl = getPythonBaseUrl();
+  let body: PredictRequest;
+  try {
+    body = await req.json();
+  } catch {
+    return NextResponse.json(
+      { status: "error", detail: "Invalid JSON body" },
+      { status: 400 }
+    );
+  }
+
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), 15000);
+  try {
+    const res = await fetch(`${baseUrl}/predict`, {
+      method: "POST",
+      signal: controller.signal,
+      headers: {
+        "content-type": "application/json",
+        accept: "application/json",
+      },
+      body: JSON.stringify(body),
+      cache: "no-store",
+    });
+    clearTimeout(timeout);
+
+    const text = await res.text().catch(() => "");
+    let json: unknown;
+    try {
+      json = text ? JSON.parse(text) : null;
+    } catch {
+      json = null;
+    }
+
+    if (!res.ok || !isValidResponse(json)) {
+      return NextResponse.json(
+        {
+          status: "error",
+          code: res.status,
+          detail: "Upstream prediction failed or returned invalid response",
+          upstream: text?.slice(0, 500),
+        },
+        { status: 502 }
+      );
+    }
+
+    return NextResponse.json(json as PredictResponse, { status: 200 });
+  } catch (error: unknown) {
+    clearTimeout(timeout);
+    const message = error instanceof Error ? error.message : "Unknown error";
+    const status = message.includes("The user aborted a request") ? 504 : 500;
+    return NextResponse.json(
+      { status: "error", code: status, detail: message },
+      { status }
+    );
+  }
+}

app/layout.tsx

@@ -1,35 +1,35 @@
-import type { Metadata } from "next"
-import { Inter } from "next/font/google"
-import type React from "react"
-import "./globals.css"
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import type React from "react";
+import "./globals.css";
 
-import { AppSidebar } from "@/components/app-sidebar"
-import { PolicyProvider } from "@/components/policy-context"
-import { SidebarProvider } from "@/components/ui/sidebar"
+import { AppSidebar } from "@/components/app-sidebar";
+import { PolicyProvider } from "@/components/policy-context";
+import { SidebarProvider } from "@/components/ui/sidebar";
 
-const inter = Inter({ subsets: ["latin"] })
+const inter = Inter({ subsets: ["latin"] });
 
 export const metadata: Metadata = {
   title: "Open Coverage - Health Insurance Comparator",
   description: "Compare health insurance policies and SBC documents easily",
-    generator: 'v0.dev'
-}
+  generator: "v0.dev",
+};
 
 export default function RootLayout({
   children,
 }: {
-  children: React.ReactNode
+  children: React.ReactNode;
 }) {
   return (
     <html lang="en">
       <body className={inter.className}>
-          <PolicyProvider>
-            <SidebarProvider>
-              <AppSidebar />
-              {children}
-            </SidebarProvider>
-          </PolicyProvider>
+        <PolicyProvider>
+          <SidebarProvider>
+            <AppSidebar />
+            {children}
+          </SidebarProvider>
+        </PolicyProvider>
       </body>
     </html>
-  )
+  );
 }