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versatile-data-kit: README user testing improvements (#2654)
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These changes are improvements from the feedback interviews with VDK, tracked in #2442 

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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zverulacis and pre-commit-ci[bot] authored Sep 18, 2023
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<img src="https://img.shields.io/twitter/url?style=social&url=https%3A%2F%2Ftwitter.com%2FVDKProject" alt="twitter"/></a>
<a href="https://www.youtube.com/channel/UCasf2Q7X8nF7S4VEmcTHJ0Q">
<img alt="YouTube Channel Subscribers" src="https://img.shields.io/youtube/channel/subscribers/UCasf2Q7X8nF7S4VEmcTHJ0Q?style=social"></a>

<!-- TODO: code coverage -->
</p>
<!-- TODO: code coverage -->

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<!-- Added the line here to have some mental space between the icons, as no one in the interviews saw the first sentence -->
<p align="center">
<span> 🧑‍💻 Develop </span> <span> ▶️ Run </span> <span> 📊 Manage </span> <br>
<span>data workloads<span>
<span> One framework to🧑‍💻 Develop </span> <span> ▶️ Deploy </span> <span>and 📊 Operate </span> <br>
<span>data workflows with Python and SQL<span>
</p>

---
Expand All @@ -48,15 +49,15 @@
---

<p id="intro" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-blue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-blue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>
<h3 align="center">Introduction to the VDK SDK</h3>
<h1>Introduction to the VDK SDK</h1>

<table width="100%" >
<tr>
Expand Down Expand Up @@ -88,15 +89,15 @@ vdk --help</code></pre>

<br/><br/>
<p id="ingestion" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-blue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-blue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>
<h3 align="center">Data Ingestion</h3>
<h1>Data Ingestion</h1>

<table width="100%" >
<tr>
Expand All @@ -107,7 +108,7 @@ vdk --help</code></pre>
<li>Load data to your preferred destination (database, cloud storage).</li>
</ul>
<hr>
<p><b>Get started with ingesting data:</b></p>
<p><b>Ingestion examples:</b></p>
<span>&#10145; <a href="https://github.com/vmware/versatile-data-kit/wiki/Ingesting-data-from-REST-API-into-Database">Ingesting data from REST API into Database</a> </span><br>
<span>&#10145; <a href="https://github.com/vmware/versatile-data-kit/wiki/Ingesting-data-from-DB-into-Database">Ingesting data from DB into Database</a></span><br>
<span>&#10145; <a href="https://github.com/vmware/versatile-data-kit/wiki/Ingesting-local-CSV-file-into-Database">Ingesting local CSV file into Database</a></span><br>
Expand All @@ -129,16 +130,16 @@ vdk --help</code></pre>

<br/><br/>
<p id="transformation" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-blue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-blue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>

<h3 align="center">Data Transformation</h3>
<h1>Data Transformation</h1>

<table width="100%" >
<tr>
Expand Down Expand Up @@ -170,16 +171,16 @@ vdk --help</code></pre>

<br/><br/>
<p id="deployment" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-blue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-blue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>

<h3 align="center">Data Job Deployment (build, deploy, release)</h3>
<h1>Data Job Deployment (build, deploy, release)</h1>

<table width="100%" >
<tr>
Expand Down Expand Up @@ -216,16 +217,16 @@ vdk --help</code></pre>

<br/><br/>
<p id="operations" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-blue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-blue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>

<h3 align="center">Operations and Monitoring</h3>
<h1>Operations and Monitoring</h1>

<table width="100%" >
<tr>
Expand Down Expand Up @@ -254,15 +255,15 @@ vdk --help</code></pre>

<br/><br/>
<p id="plugins" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-blue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-lightblue?style=plastic" alt="Contributing & Contracts"></a>
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-blue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-lightblue" alt="Support and Contributing"></a>
</p>
<h3 align="center">Lego like extensibility</h3>
<h1>Lego like extensibility</h1>

<table width="100%" >
<tr>
Expand Down Expand Up @@ -298,24 +299,24 @@ vdk --help</code></pre>


<br/><br/>
<p align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue?style=plastic" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue?style=plastic" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue?style=plastic" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue?style=plastic" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue?style=plastic" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue?style=plastic" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Contributing%20&%20Contacts-blue?style=plastic" alt="Contributing & Contracts"></a>
<p id="contributing" align="center">
<a href="#intro"><img src="https://img.shields.io/badge/VDK%20SDK-lightblue" alt="Intro to VDK SDK"></a>
<a href="#ingestion"><img src="https://img.shields.io/badge/Data%20Ingestion-lightblue" alt="Ingestion"></a>
<a href="#transformation"><img src="https://img.shields.io/badge/Data%20Transformation-lightblue" alt="Transformation"></a>
<a href="#deployment"><img src="https://img.shields.io/badge/Data%20Job%20Deployment-lightblue" alt="Job Deployment"></a>
<a href="#operations"><img src="https://img.shields.io/badge/Data%20Job%20Operations-lightblue" alt="Job Operations"></a>
<a href="#plugins"><img src="https://img.shields.io/badge/Lego%20like%20Extensibility-lightblue" alt="Extensibility"></a>
<a href="#contributing"><img src="https://img.shields.io/badge/Support%20and%20Contributing-blue" alt="Support and Contributing"></a>
</p>

# Contributing
Create an [issue](https://github.com/vmware/versatile-data-kit/issues) or [pull request](https://github.com/vmware/versatile-data-kit/pulls) on GitHub to submit suggestions or changes.
# Support and Contributing
For Support, you can join our Slack channel, create an [issue](https://github.com/vmware/versatile-data-kit/issues) or [pull request](https://github.com/vmware/versatile-data-kit/pulls) on GitHub to submit suggestions or changes. <br>
If you are interested in contributing as a developer, visit the [contributing](https://github.com/vmware/versatile-data-kit/blob/main/CONTRIBUTING.md) page.

# Contacts
- Connect on Slack by:
- Joining the [CNCF Slack workspace](https://communityinviter.com/apps/cloud-native/cncf).
- Joining the [#versatile-data-kit](https://cloud-native.slack.com/archives/C033PSLKCPR) channel.
- Message us on Slack:<br>
☝️ Join the [CNCF Slack workspace](https://communityinviter.com/apps/cloud-native/cncf).<br>
✌️ Join the [#versatile-data-kit](https://cloud-native.slack.com/archives/C033PSLKCPR) channel.
- Join the [next Community Meeting](https://github.com/vmware/versatile-data-kit/wiki/Community-Meetings)
- Follow us on [Twitter](https://twitter.com/VDKProject).
- Subscribe to the [Versatile Data Kit YouTube Channel](https://www.youtube.com/channel/UCasf2Q7X8nF7S4VEmcTHJ0Q).
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