Release: 22nd July 2025

firestore-bigquery-export/guides/GENERATE_SCHEMA_VIEWS.md

@@ -13,6 +13,12 @@ The `fs-bq-schema-views` script creates richly-typed BigQuery views from your ra
 - Preserves all raw data (no data loss due to schema mismatches)
 - Supports complex Firestore data types like arrays, maps, and geopoints
 
+### AI-powered schema generation with Genkit
+
+This extension uses the [Genkit SDK](https://genkit.dev/) to power AI-based schema generation for Firestore data.
+
+For more information about Genkit, visit the Genkit documentation at [genkit.dev](http://genkit.dev/).
+
 ## Prerequisites
 
 1. Node.js installed (to run npm and npx commands)

firestore-bigquery-export/scripts/gen-schema-view/package.json

@@ -11,7 +11,7 @@
   "scripts": {
     "build": "npm run clean && npm run compile",
     "clean": "rimraf ./lib",
-    "compile": "tsc && cp -r src/__tests__/fixtures lib/__tests__",
+    "compile": "tsc && copyfiles \"src/__tests__/fixtures/**/*\" lib/__tests__",
     "gen-schema-views": "node ./lib/index.js",
     "prepare": "npm run build",
     "test": "jest"
@@ -32,14 +32,14 @@
   "license": "Apache-2.0",
   "dependencies": {
     "@firebaseextensions/firestore-bigquery-change-tracker": "^1.1.40",
-    "@genkit-ai/googleai": "^1.1.0",
+    "@genkit-ai/googleai": "^1.14.1",
     "@google-cloud/bigquery": "^6.0.3",
     "commander": "5.0.0",
     "firebase-admin": "^12.1.0",
     "firebase-functions": "^4.2.0",
     "fs-find": "^0.4.0",
     "generate-schema": "^2.6.0",
-    "genkit": "^1.1.0",
+    "genkit": "^1.14.1",
     "glob": "7.1.5",
     "inquirer": "^6.4.0",
     "sql-formatter": "^2.3.3"
@@ -51,6 +51,7 @@
     "@types/inquirer": "^9.0.7",
     "@types/jest": "29.5.0",
     "chai": "^4.2.0",
+    "copyfiles": "^2.4.1",
     "exec": "^0.2.1",
     "jest": "29.5.0",
     "mocked-env": "^1.3.2",

firestore-bigquery-export/scripts/gen-schema-view/src/__tests__/genkit/sampleFirestoreDocuments.test.ts

@@ -99,7 +99,7 @@ jest.mock("../../schema/genkit", () => {
   };
 });
 
-describe.skip("sampleFirestoreDocuments", () => {
+describe("sampleFirestoreDocuments", () => {
   it("should sample documents from Firestore collection", async () => {
     const collectionPath = "test-collection";
     const sampleSize = 2;

firestore-bigquery-export/scripts/gen-schema-view/src/schema/genkit.ts

@@ -17,7 +17,7 @@
 import type { CliConfig } from "../config";
 import firebase = require("firebase-admin");
 import { genkit, z } from "genkit";
-import { googleAI, gemini20Flash } from "@genkit-ai/googleai";
+import { googleAI } from "@genkit-ai/googleai";
 import * as fs from "fs";
 import * as path from "path";
 import inquirer from "inquirer";
@@ -226,7 +226,7 @@ export const generateSchemaFilesWithGemini = async (config: CliConfig) => {
 
   // prompt gemini with sample data to generate a schema file
   const { text } = await ai.generate({
-    model: gemini20Flash,
+    model: googleAI.model("gemini-2.5-flash"),
     prompt,
     output: {
       format: "json",