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"_FastAPIライブラリを採用し、クエリで**予測値**を取得できる**REST**サーバを構築しました。 [for Ludwig]_"

<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>

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"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"

<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>

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"\_সত্যিই, আপনি যা তৈরি করেছেন তা খুব মজবুত এবং পরিপূর্ন৷ অনেক উপায়ে, আমি যা **Hug** এ করতে চেয়েছিলাম - তা কাউকে তৈরি করতে দেখে আমি সত্যিই অনুপ্রানিত৷\_"

<div style="text-align: right; margin-right: 10%;">টিমোথি ক্রসলে - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> স্রষ্টা</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>

ASM: a very small and fast Java bytecode manipulation framework
Copyright (c) 2000-2011 INRIA, France Telecom
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions
are met:
1. Redistributions of source code must retain the above copyright
  notice, this list of conditions and the following disclaimer.

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"_👥 🛠️ **FastAPI** 🗃 🤖 **🎂** 💽 👈 💪 🔢 🚚 **🔮**. [👨📛]_"

<div style="text-align: right; margin-right: 10%;">🇮🇹 🇸🇻, 👨📛 👨📛, &amp; 🇱🇰 🕉 🕉 - <strong>🙃</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(🇦🇪)</small></a></div>

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   1. Definitions.

      "License" shall mean the terms and conditions for use, reproduction,
      and distribution as defined by Sections 1 through 9 of this document.

      "Licensor" shall mean the copyright owner or entity authorized by
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## Prerequisites

Install Dex by following [Dex Getting Started Guide](https://dexidp.io/docs/getting-started/)

### Start Dex

```
~ ./bin/dex serve dex.yaml
time="2020-07-12T20:45:50Z" level=info msg="config issuer: http://127.0.0.1:5556/dex"

### 1. Prerequisites

Install MinIO either on Kubernetes or Distributed Linux.

Install MinIO on Kubernetes:

- [MinIO Quickstart Guide for Kubernetes](https://min.io/docs/minio/kubernetes/upstream/index.html#quickstart-for-kubernetes).
- [Deploy a Tenant from the MinIO Operator](https://min.io/docs/minio/kubernetes/upstream/operations/install-deploy-manage/deploy-minio-tenant.html)

Install Distributed MinIO on Linux: