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style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/lightbulb.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/lightbulb.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>導入</div></div></a></li><li id="/docs/ja/getting-started/installation" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/getting-started/installation"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/wrench.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/wrench.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>インストール</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">クイックスタート</h5><ul><li id="/docs/ja/quickstart/building-app" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/quickstart/building-app"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/rocket.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/rocket.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>AIアプリの構築</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/link.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/link.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="">デプロイ手順</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">フレームワーク</h5><ul><li id="/docs/ja/develop/guides/framework" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/framework"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/eye.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/eye.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>フレームワークの概要</div></div></a></li><li id="/docs/ja/develop/guides/alias" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/alias"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/shuffle.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/shuffle.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>エイリアス</div></div></a></li><li id="/docs/ja/develop/guides/building-backend" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/building-backend"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/brackets-curly.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/brackets-curly.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>バックエンドを構築する</div></div></a></li><li id="/docs/ja/develop/guides/building-frontend" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/building-frontend"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/markdown.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/markdown.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>フロントエンドを構築する</div></div></a></li><li id="/docs/ja/develop/guides/environment-variables" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/environment-variables"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/square-terminal.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/square-terminal.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>環境変数</div></div></a></li><li id="/docs/ja/develop/guides/integration" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl bg-primary/10 text-primary font-semibold dark:text-primary-light dark:bg-primary-light/10" style="padding-left:1rem" href="/docs/ja/develop/guides/integration"><svg class="h-4 w-4 bg-primary dark:bg-primary-light" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/database.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/database.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>データコネクター</div></div></a></li><li id="/docs/ja/develop/guides/variables" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/variables"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/code.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/code.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>変数を使う</div></div></a></li><li id="/docs/ja/develop/guides/user-role" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/user-role"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/user.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/user.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>ロールベースのアクセス制御</div></div></a></li><li id="/docs/ja/develop/guides/updating-project" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/guides/updating-project"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/rotate.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/rotate.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>プロジェクトをアップデートする</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">デプロイ</h5><ul><li id="/docs/ja/deploy/customize-dockerfile" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/deploy/customize-dockerfile"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/server.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/server.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>実行環境のカスタマイズ</div></div></a></li><li id="/docs/ja/deploy/environment-variables" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/deploy/environment-variables"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/square-terminal.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/square-terminal.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>環境変数</div></div></a></li><li id="/docs/ja/deploy/public" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/deploy/public"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/link.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/link.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>公開する</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">チュートリアル: データ分析</h5><ul><li id="/docs/ja/develop/tutorials/pygwalker" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/tutorials/pygwalker"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/chart-user.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/chart-user.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>PYGWALKERを埋め込んだBIアプリ構築</div></div></a></li><li id="/docs/ja/develop/tutorials/plotly" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/tutorials/plotly"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/chart-bar.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/chart-bar.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Plotlyを用いた高度なダッシュボードアプリ構築</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">チュートリアル: AIアプリ</h5><ul><li id="/docs/ja/develop/tutorials/chatbot" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/tutorials/chatbot"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/message-dots.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/message-dots.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>チャットアプリを作成する</div></div></a></li><li id="/docs/ja/develop/tutorials/chat_sidebyside" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/develop/tutorials/chat_sidebyside"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/code.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/code.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>コード生成・実行を行うAIアプリを作成する</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Advanced</h5><ul><li id="/docs/ja/advanced/api_key" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/advanced/api_key"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/key.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/key.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>API Key</div></div></a></li><li id="/docs/ja/advanced/builtin-postgres" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/advanced/builtin-postgres"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/database.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/database.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>ビルトインPostgreSQL</div></div></a></li><li id="/docs/ja/advanced/migration-guide" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/ja/advanced/migration-guide"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/arrows-turn-to-dots.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/arrows-turn-to-dots.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>バージョンマイグレーションガイド</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/plug.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/regular/plug.svg);mask-repeat:no-repeat;mask-position:center"></svg><div class="">Connectors</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li></ul></div></div></div></div></div><div class="" id="content-container"><div class="flex flex-row gap-12 box-border w-full pt-40 lg:pt-10"><div class="relative grow box-border flex-col w-full mx-auto px-1 lg:pl-[23.7rem] lg:-ml-12 xl:w-[calc(100%-28rem)]" id="content-area"><header id="header" class="relative"><div class="mt-0.5 space-y-2.5"><div class="eyebrow h-5 text-primary dark:text-primary-light text-sm font-semibold">フレームワーク</div><div class="flex items-center"><h1 class="inline-block text-2xl sm:text-3xl font-bold text-gray-900 tracking-tight dark:text-gray-200">データコネクター</h1></div></div></header><div class="flex flex-col gap-8"></div><div class="relative mt-8 prose prose-gray dark:prose-invert"><h2 class="flex whitespace-pre-wrap group font-semibold" id=""><div class="absolute"><a href="#" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">コネクターを作成する</span></h2> <p>コネクターを作成することで、DBやSaaSとの接続を行うことができます。コネクターはクラウド環境、ローカル環境どちらでも作成することができますが、クラウド環境で作成したものを使用することでデプロイ時にもそのままコネクターを使用することができます。</p> <div class="tabs"><ul class="not-prose mb-6 pb-[1px] flex-none min-w-full overflow-auto border-b border-gray-200 space-x-6 flex dark:border-gray-200/10"><li class="cursor-pointer"><button class="flex text-sm leading-6 font-semibold whitespace-nowrap pt-3 pb-2.5 -mb-px max-w-max border-b text-primary dark:text-primary-light border-current">ダッシュボード</button></li><li class="cursor-pointer"><button class="flex text-sm leading-6 font-semibold whitespace-nowrap pt-3 pb-2.5 -mb-px max-w-max border-b text-gray-900 border-transparent hover:border-gray-300 dark:text-gray-200 dark:hover:border-gray-700">ローカル</button></li></ul><div class="prose dark:prose-dark"><div role="list" class="ml-3.5 mt-10 mb-6"><div role="listitem" class="relative flex items-start pb-2"><div class="absolute w-px h-[calc(100%-2.75rem)] top-[2.75rem] bg-gray-200/70 dark:bg-white/10"></div><div class="absolute ml-[-14px] py-2"><div class="w-7 h-7 shrink-0 rounded-lg bg-gray-100 dark:text-white dark:bg-[#26292E] text-sm text-gray-800 font-semibold flex items-center justify-center">1</div></div><div class="w-full overflow-hidden pl-12 pr-px"><p class="mt-2 font-semibold prose dark:prose-invert text-gray-900 dark:text-gray-200">CLIにAPI Keyを設定する</p><div><p><a href="/docs/ja/advanced/api_key">API Key認証</a>を行い、ローカル環境からMorphのクラウドへアクセスできる設定をします。</p></div></div></div><div role="listitem" class="relative flex items-start pb-2"><div class="absolute w-px h-[calc(100%-2.75rem)] top-[2.75rem] bg-gray-200/70 dark:bg-white/10"></div><div class="absolute ml-[-14px] py-2"><div class="w-7 h-7 shrink-0 rounded-lg bg-gray-100 dark:text-white dark:bg-[#26292E] text-sm text-gray-800 font-semibold flex items-center justify-center">2</div></div><div class="w-full overflow-hidden pl-12 pr-px"><p class="mt-2 font-semibold prose dark:prose-invert text-gray-900 dark:text-gray-200">コネクターを作成する</p><div><p>ダッシュボードの「Connectors」タブからコネクターを作成します。</p></div></div></div><div role="listitem" class="relative flex items-start pb-2"><div class="absolute w-px h-[calc(100%-2.75rem)] top-[2.75rem] bg-gray-200/70 dark:bg-white/10"></div><div class="absolute ml-[-14px] py-2"><div class="w-7 h-7 shrink-0 rounded-lg bg-gray-100 dark:text-white dark:bg-[#26292E] text-sm text-gray-800 font-semibold flex items-center justify-center">3</div></div><div class="w-full overflow-hidden pl-12 pr-px"><p class="mt-2 font-semibold prose dark:prose-invert text-gray-900 dark:text-gray-200">コネクション名を取得する</p><div><p>作成が成功したら、プロジェクト詳細画面からコネクターの使用をアクティブにして、コネクション名を取得します。</p></div></div></div><div role="listitem" class="relative flex items-start pb-2"><div class="absolute w-px h-[calc(100%-2.75rem)] top-[2.75rem] bg-transparent bg-gradient-to-b from-gray-200 dark:from-white/10 via-80% to-transparent"></div><div class="absolute ml-[-14px] py-2"><div class="w-7 h-7 shrink-0 rounded-lg bg-gray-100 dark:text-white dark:bg-[#26292E] text-sm text-gray-800 font-semibold flex items-center justify-center">4</div></div><div class="w-full overflow-hidden pl-12 pr-px"><p class="mt-2 font-semibold prose dark:prose-invert text-gray-900 dark:text-gray-200">SQL/Pythonの中でコネクターを使用する</p><div><p>SQLファイルやPythonファイルの中でコネクション名を使用してコネクターを使用します。接続方法の詳細は、このページの下部のセクションをご覧ください。</p><div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-sql"><code class="language-sql"><span class="">{{</span> <span class=""> config<span class="token punctuation">(</span></span> <span class=""> connection<span class="token operator">=</span><span class="token string">"connection_name"</span></span> <span class=""> <span class="token punctuation">)</span></span> <span class="">}}</span>  <span class=""><span class="token keyword">select</span> <span class="token operator">*</span> <span class="token keyword">from</span> table_name<span class="token punctuation">;</span></span> </code></pre></div></div></div></div></div></div></div></div></div> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-amber-500/20 bg-amber-50/50 dark:border-amber-500/30 dark:bg-amber-500/10"><div class="mt-0.5 w-4"><svg class="flex-none w-5 h-5 text-amber-400 dark:text-amber-300/80" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2" aria-label="Warning"><path stroke-linecap="round" stroke-linejoin="round" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-amber-900 dark:text-amber-200"><p>ローカル環境とクラウド環境で同じ名前のコネクターが定義されている場合は、ローカル環境のコネクターが優先されます。</p><p>クラウドへデプロイをした後は、クラウド環境に定義されているコネクターのみを使用します。</p></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="db"><div class="absolute"><a href="#db" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">DBと接続する</span></h2> <p>SQLファイルを作成して、データを取得します。<code>config</code>関数の中コネクション名を定義することで、接続しているデータベースのSQLの文法を使用してデータを取得することができます。</p> <div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-sql"><code class="language-sql"><span class="">{{</span> <span class=""> config<span class="token punctuation">(</span></span> <span class=""> connection<span class="token operator">=</span><span class="token string">"connection_name"</span></span> <span class=""> <span class="token punctuation">)</span></span> <span class="">}}</span>  <span class=""><span class="token keyword">select</span> <span class="token operator">*</span> <span class="token keyword">from</span> table_name<span class="token punctuation">;</span></span> </code></pre></div></div></div> <p>種類別のDBへの接続は以下を参照してください。</p> <ul> <li><a href="/docs/ja/advanced/connectors/athena">Athena</a></li> <li><a href="/docs/ja/advanced/connectors/bigquery">BigQuery</a></li> <li><a href="/docs/ja/advanced/connectors/mssql">SQLServer</a></li> <li><a href="/docs/ja/advanced/connectors/mysql">MySQL</a></li> <li><a href="/docs/ja/advanced/connectors/postgresql">PostgreSQL</a></li> <li><a href="/docs/ja/advanced/connectors/redshift">Redshift</a></li> <li><a href="/docs/ja/advanced/connectors/snowflake">Snowflake</a></li> </ul> <h2 class="flex whitespace-pre-wrap group font-semibold" id="saas"><div class="absolute"><a href="#saas" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">SaaSと接続する</span></h2> <p>Morphでは、SaaSとの連携を用意しています。連携を使うことにより、認証周りの実装を全てMorphに任せてビジネスロジックの実装に集中をすることができます。</p> <p>以下のようにして、Pythonで作成したIntegrationからaccess_tokenを取得します。</p> <div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">import</span> pandas <span class="token keyword">as</span> pd</span>  <span class=""><span class="token keyword">import</span> morph</span> <span class=""><span class="token keyword">from</span> morph <span class="token keyword">import</span> MorphGlobalContext</span> <span class=""><span class="token keyword">from</span> morph_lib<span class="token punctuation">.</span>api <span class="token keyword">import</span> get_auth_token</span>  <span class=""><span class="token decorator annotation punctuation">@morph<span class="token punctuation">.</span>func</span></span> <span class=""><span class="token keyword">def</span> <span class="token function">get_salesforce_opportunities</span><span class="token punctuation">(</span>context<span class="token punctuation">:</span> MorphGlobalContext<span class="token punctuation">)</span> <span class="token operator">-</span><span class="token operator">></span> pd<span class="token punctuation">.</span>DataFrame<span class="token punctuation">:</span></span> <span class=""> access_token <span class="token operator">=</span> get_auth_token<span class="token punctuation">(</span><span class="token string">"salesforce-connection-name"</span><span class="token punctuation">)</span></span>  <span class=""> <span class="token comment"># ↓↓↓ call API with access_token ↓↓↓</span></span> </code></pre></div></div></div> <p>種類別のSaaSへの接続は以下を参照してください。</p> <ul> <li><a href="/docs/ja/advanced/connectors/airtable">Airtable</a></li> <li><a href="/docs/ja/advanced/connectors/attio">Attio</a></li> <li><a href="/docs/ja/advanced/connectors/freee">Freee</a></li> <li><a href="/docs/ja/advanced/connectors/hubspot">HubSpot</a></li> <li><a href="/docs/ja/advanced/connectors/intercom">Intercom</a></li> <li><a href="/docs/ja/advanced/connectors/linear">Linear</a></li> <li><a href="/docs/ja/advanced/connectors/notion">Notion</a></li> <li><a href="/docs/ja/advanced/connectors/mailchimp">Mailchimp</a></li> <li><a href="/docs/ja/advanced/connectors/salesforce">Salesforce</a></li> <li><a href="/docs/ja/advanced/connectors/stripe">Stripe</a></li> </ul></div><div class="leading-6 mt-14"><div class="mb-12 px-0.5 flex items-center text-sm font-semibold text-gray-700 dark:text-gray-200"><a class="flex items-center space-x-3 group" href="/docs/ja/develop/guides/environment-variables"><svg viewBox="0 0 3 6" class="h-1.5 stroke-gray-400 overflow-visible group-hover:stroke-gray-600 dark:group-hover:stroke-gray-300"><path d="M3 0L0 3L3 6" fill="none" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="group-hover:text-gray-900 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style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/linkedin.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/linkedin.svg);mask-repeat:no-repeat;mask-position:center"></svg></a></div><div class="flex items-center justify-between"><div class="sm:flex"><a href="https://mintlify.com/preview-request?utm_campaign=poweredBy&utm_medium=docs&utm_source=docs.morph-data.io" target="_blank" rel="noreferrer" class="text-sm text-gray-500 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300 text-nowrap">Powered by Mintlify</a></div></div></footer></div></div><div class="hidden xl:flex self-start sticky h-[calc(100vh-11rem)] top-[9.5rem]" id="content-side-layout"><div class="z-10 hidden xl:flex pl-10 box-border w-[19rem]" id="table-of-contents"><div id="table-of-contents-content" class="text-gray-600 text-sm leading-6 w-[16.5rem] overflow-y-auto space-y-2"><div class="text-gray-700 dark:text-gray-300 font-medium flex items-center space-x-2"><svg width="16" height="16" viewBox="0 0 16 16" fill="none" stroke="currentColor" stroke-width="2" xmlns="http://www.w3.org/2000/svg" class="h-3 w-3"><path d="M2.44434 12.6665H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 3.3335H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 8H7.33323" stroke-linecap="round" stroke-linejoin="round"></path></svg><span>On this page</span></div><ul><li><a href="#" class="py-1 block hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">コネクターを作成する</a></li><li><a href="#db" class="py-1 block hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">DBと接続する</a></li><li><a href="#saas" class="py-1 block hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">SaaSと接続する</a></li></ul></div></div></div></div></div></div></div></main></div><script id="__NEXT_DATA__" 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