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NAKALA Workshop - Jupyter Notebook Edition

🎓 TRAINING KIT: A complete "Train the Trainer" resource for teaching NAKALA API batch operations.

Interactive workshop for learning NAKALA API batch operations

This workshop provides Jupyter notebooks for hands-on learning of NAKALA API batch operations, making it ideal for interactive teaching and practice. It is designed as a self-contained training kit for instructors and learners.

🎯 What You'll Learn

Execute a complete NAKALA workflow step-by-step:

Import datasets and collections from CSV files
Modify metadata using generated CSV files
Delete resources for cleanup

Key Feature: Uses the exact same code as production scripts, so what you learn applies directly to real-world use.

✨ Why This Workshop?

This workshop complements the official NAKALA documentation by providing a streamlined approach for batch operations.

Approach	Best For	How It Works
Official Tutorials	Learning API fundamentals, custom integrations	Manual JSON construction in your code
This Workshop	Batch operations, non-developers, researchers managing many datasets	CSV → Auto-converted to JSON

Pedagogical Approach: CSV-to-JSON Abstraction

To facilitate learning and batch operations, this workshop provides a nakala Python package that:

Abstracts JSON-LD complexity for beginners: en:Title|fr:Titre → valid JSON-LD
Handles structured data: Surname, Given (ORCID) → NAKALA creator format
Pre-validates your data before API submission
Provides reusable utilities for batch workflows

This educational scaffolding complements the official API documentation with a streamlined teaching interface, allowing learners to focus on workflow concepts before diving into JSON-LD details.

🔄 Workflow

This workshop follows the universal NAKALA API batch operations workflow:

graph TD
    %% Nodes
    UserCSV[User CSVs]
    NB1(Notebook 1: Import)
    NB2(Notebook 2: Modify)
    NB3(Notebook 3: Delete)
    API[NAKALA API]
    GenCSV[Generated CSVs]

    %% Flow
    UserCSV -->|Input| NB1
    NB1 -->|POST Data| API
    NB1 -->|Create| GenCSV
    
    GenCSV -->|Input| NB2
    NB2 -->|PUT Metadata| API
    
    GenCSV -->|Input| NB3
    NB3 -->|DELETE Data| API

    %% Styling
    style API fill:#f9f,stroke:#333,stroke-width:2px
    style GenCSV fill:#ffe0b2,stroke:#f57c00

Import: Create datasets and collections from CSV → Generates modification/deletion CSVs
Modify: Update metadata using generated CSVs → Apply changes to NAKALA
Delete: Clean up resources using generated CSVs → Remove from NAKALA

See: Complete Workflow Documentation for detailed API operations and data flow.

🛡️ Standards & Compliance

This workshop is fully compliant with Huma-Num's official standards.

Metadata: Aligns with the Official Metadata Guide.
API: Uses official NAKALA Test API endpoints.
Single Source of Truth: For definitive metadata standards, always refer to the Official NAKALA Documentation.

📦 Reusable `nakala` Package

This kit includes a custom Python package (nakala/) that abstracts complex API logic.

For Learners: Focus on the workflow, not the boilerplate code.
For Developers: You can reuse this package in your own scripts! It handles authentication, file uploads, and metadata formatting for you.

🚀 Quick Start

Prerequisites

Python 3.7+
Jupyter Notebook
Internet connection (for NAKALA test API)

Step 0: Verify Python Installation

Before starting, verify that Python is installed on your machine:

python --version

If this doesn't work, try:

python3 --version

If Python is not installed:

Windows: Download from https://www.python.org/downloads/ (⚠️ Check "Add Python to PATH" during installation)
Mac/Linux: Python is usually pre-installed. If needed, install from https://www.python.org/downloads/

📝 Important: Remember which command works (python or python3), as you'll need to use it in the following steps.

Step 1: Download the Workshop

Option A - Download ZIP (recommended for beginners):

Go to https://github.com/xy-liao/o-nakala-workshop
Click the green "Code" button in the top right
Choose "Download ZIP"
Extract the downloaded file

Option B - Git clone:

git clone https://github.com/xy-liao/o-nakala-workshop.git

Step 2: Installation

Navigate to the workshop directory:

If you downloaded the ZIP:

cd path/to/o-nakala-workshop-main

If you cloned with Git:

cd path/to/o-nakala-workshop

Create and activate virtual environment (recommended):

# Create virtual environment (use python or python3 based on Step 0)
python3 -m venv venv

# Activate virtual environment
source venv/bin/activate     # On macOS/Linux
# OR
.\venv\Scripts\activate      # On Windows (PowerShell)
venv\Scripts\activate.bat    # On Windows (Command Prompt)

Install dependencies:

Option A - Direct installation (recommended for workshop participants):

# Use python or python3 based on what worked in Step 0
python -m pip install --upgrade pip
python -m pip install -r requirements.txt

Option B - Editable package installation (recommended for developers):

python -m pip install --upgrade pip
pip install -e .

This installs the nakala package in editable mode, allowing you to run scripts from any directory and import the package in your own code.

Start Jupyter:

jupyter notebook

When Jupyter asks "Select Kernel":

Choose Python 3 or the first Python option
Click "Select"

Step 3: Verify API Connection

Run this verification command to confirm your NAKALA Test API connection works.

Using python:

python -c 'import requests; from nakala import API_URL, API_KEY; print(f"Connexion à {API_URL}..."); r = requests.get(f"{API_URL}/users/me", headers={"X-API-KEY": API_KEY}); print("✅ PRÊT !" if r.status_code == 200 else f"❌ ERREUR : {r.status_code}")'

Using python3:

python3 -c 'import requests; from nakala import API_URL, API_KEY; print(f"Connexion à {API_URL}..."); r = requests.get(f"{API_URL}/users/me", headers={"X-API-KEY": API_KEY}); print("✅ PRÊT !" if r.status_code == 200 else f"❌ ERREUR : {r.status_code}")'

Expected results:

✅ PRÊT ! → Everything works, you're ready!
❌ ERREUR : [code] → There's an issue, please contact us before the workshop

After the workshop:

# Deactivate virtual environment
deactivate

# Optional: Remove virtual environment to clean up
rm -rf venv

Run the Workshop

Execute notebooks in order:

Step 1: Import (`notebooks/1_batch_import.ipynb`)

Reads folder_data_items.csv and folder_collections.csv
Uploads files and creates datasets/collections on NAKALA
Auto-generates modification_*.csv and delete_*.csv for next steps

Step 2: Modify (`notebooks/2_batch_modify.ipynb`)

Edit the generated modification_*.csv files (change titles, descriptions, etc.)
Applies your changes to NAKALA resources
See your modifications reflected on the server

Step 3: Delete (`notebooks/3_batch_delete.ipynb`)

Uses delete_*.csv files to clean up
Removes all created resources from NAKALA
Safe cleanup for workshop environment

🤝 For Instructors

Recommended Workshop Flow

This workshop is designed for a 3-hour interactive session:

Part 1: Introduction (30 min)

Slides: NAKALA overview, API concepts, workshop goals
Show: Workflow diagram to explain the big picture

Part 2: Live Demonstration (30 min)

Run demonstration scripts to show the workflow in action:

# Option A: Quick overview (recommended for beginners)
python demonstrations/complete_nakala_lifecycle_demo.py

# Option B: Detailed walkthrough (for in-depth training)
python demonstrations/dataset_lifecycle_demo.py
python demonstrations/collection_lifecycle_demo.py
python demonstrations/incremental_metadata_demo.py

See: demonstrations/README.md for complete guide

Part 3: Hands-on Practice (60-90 min)

Notebook 1: Participants create datasets/collections
Notebook 2: Participants modify metadata
Notebook 3: Participants clean up

Tips:

Send setup instructions to participants 1-2 days before
Allow time for troubleshooting during setup (see docs/troubleshooting.md)
Circulate to help participants during hands-on time
Encourage participants to edit CSV files between notebooks to see real effects
Emphasize real-world applicability of the batch workflow

Part 4: Advanced Topics (Optional, 30 min)

# Show advanced patterns
python demonstrations/metadata_modification_comparison.py
python demonstrations/rights_management_demo.py

Teaching Resources

demonstrations/ - Live coding scripts for instructor-led demos
docs/ - Comprehensive documentation for participants
docs/workflow.md - Visual workflow diagram for slides

📂 Project Structure

o-nakala-workshop/
├── README.md
├── requirements.txt
├── .gitignore
├── demonstrations/               # 🎬 Live demo scripts for instructors
│   ├── README.md
│   ├── complete_nakala_lifecycle_demo.py
│   ├── dataset_lifecycle_demo.py
│   ├── collection_lifecycle_demo.py
│   ├── incremental_metadata_demo.py
│   ├── metadata_modification_comparison.py
│   └── rights_management_demo.py
├── docs/                         # 📚 Comprehensive documentation
│   ├── README.md
│   ├── workflow.md
│   ├── csv_format_guide.md
│   ├── quick_reference.md
│   ├── troubleshooting.md
│   ├── metadata_fields.md
│   ├── rest_api_basics.md
│   ├── patch_vs_put.md
│   └── database_sync.md
├── notebooks/                    # 📓 Hands-on practice
│   ├── 1_batch_import.ipynb
│   ├── 2_batch_modify.ipynb
│   └── 3_batch_delete.ipynb
├── data/                         # 📄 CSV files
│   ├── folder_data_items.csv
│   ├── folder_collections.csv
│   ├── modification_*.csv        # Generated by notebook 1
│   └── delete_*.csv              # Generated by notebook 1
├── files/                        # 📁 Sample files for upload
└── nakala/                       # 🔧 Python package for API

📝 CSV Files Explained

Input CSVs (You Prepare)

folder_data_items.csv - Dataset metadata (title, creator, date, license, type, etc.)
folder_collections.csv - Collection metadata

Generated CSVs (Auto-created by Notebook 1)

modification_data_items.csv - Dataset IDs + metadata for modification
modification_collections.csv - Collection IDs + metadata for modification
delete_data_items.csv - Dataset IDs for deletion
delete_collections.csv - Collection IDs for deletion

Key Insight: The workflow auto-generates CSVs with NAKALA IDs, so you don't need to manually copy IDs between steps!

🌐 NAKALA Test API

This workshop uses the safe test environment:

URL: https://apitest.nakala.fr
API Key: Included in notebooks (test key)
Safe: No risk to production data

🎓 Learning Objectives

By completing this workshop, you will:

✅ Understand NAKALA's data model (datasets, collections, metadata)
✅ Know the 5 mandatory metadata fields for publication
✅ Create datasets and collections via CSV files
✅ Modify metadata using CSV-driven workflow
✅ Manage complete resource lifecycle (create → modify → delete)
✅ Apply this kno

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http://www.seedpeer.me/details/4848277/TutsPlus---Build-Web-Apps-in-Node-and-Express.html http://www.seedpeer.me/details/5683153/Tutsplus---Catch-Up-with-Ruby-on-Rails-4.html http://www.seedpeer.me/details/4918947/TutsPlus---CodeIgniter-Essentials.html http://www.seedpeer.me/details/5069781/TutsPlus---Connected-to-the-Backbone.html http://www.seedpeer.me/details/5513056/Tutsplus---Designing-Professional-Resumes.html http://www.seedpeer.me/details/5706815/Tutsplus-Easier-JavaScript-Apps-with-AngularJS.html http://www.seedpeer.me/details/6462415/TutsPlus---Easier-JavaScript-with-TypeScript.html http://www.seedpeer.me/details/5868293/TutsPlus---Getting-Started-With-Windows-8-Development-Using-HTML,-CSS-&-JavaScript-V413HAV.html http://www.seedpeer.me/details/6150521/TutsPlus-HTML5-Video-Essentials-PRODEV.html http://www.seedpeer.me/details/4841911/TutsPlus---JavaScript-Testing-With-Jasmine.html http://www.seedpeer.me/details/6593486/TutsPlus---Less-is-More.html http://www.seedpeer.me/details/6571637/TutsPlus---Modern-Testing-in-PHP-with-Codeception.html http://www.seedpeer.me/details/6095651/Tutsplus---Parallax-Scrolling-for-Web-Design.html http://www.seedpeer.me/details/6574591/TutsPlus---Say-Yo-to-Yeoman.html http://www.seedpeer.me/details/4811335/Tutsplus---Test-Driven-Development-in-Ruby.html http://www.seedpeer.me/details/6268980/TutsPlus-Test-Driven-Development-With-CoffeeScript-and-Jasmine.html http://www.seedpeer.me/details/6185755/TutsPlus---The-MVC-Mindser-Jeffery-Way---ICARUS.html http://www.seedpeer.me/details/5024493/TutsPlus---Venture-Into-Vim.html http://www.seedpeer.me/details/6286416/Tutsplus---Vim-for-Advanced-Users.html http://www.seedpeer.me/details/6585031/Tutsplus---WordPress-Hackers-Guide-to-the-Galaxy.html http://www.seedpeer.me/details/4848477/TutsPlus---Writing-Modular-JavaScript.html @giansalex Owner Author giansalex commented on 26 Feb 2018 • SOLID http://www.allitebooks.com/beginning-solid-principles-and-design-patterns-for-asp-net-developers/ @giansalex Owner Author giansalex commented on 7 Mar 2018 Udemy: AWS Arquitecto de Soluciones Certificado Asociado https://mega.co.nz/#!ZzhGWSAL!wuthFca0SdJBjmaP5lFX0QF6PeMsrdclKFXlZL1Rsi4 Pass: gratismas.org @giansalex Owner Author giansalex commented on 7 Mar 2018 Go lang Complete https://www.freetutorials.us/wp-content/uploads/2017/11/FreeTutorials.Us-Udemy-go-the-complete-developers-guide.torrent @GCPBigData GCPBigData commented on 15 Jul 2018 go books https://drive.google.com/open?id=1d6OsFAn8kpHCXtw0bcoYuyHqrAdGZva0 @freisrael freisrael commented on 14 Aug 2018 giansalex thanks for sharing. I am looking for learning phython with Joe Marini. It would be great if you post it. @FirstBoy1 FirstBoy1 commented on 25 May 2019 Can anyone provide this book "Getting started with Spring Framework: covers Spring 5" by " J Sharma (Author), Ashish Sarin ". Thanks in advance @okreka okreka commented on 31 May 2019 Can anyone provide "Windows Presentation Foundation Masterclass" course from Udemy. Thanks in advance @singhaltanvi singhaltanvi commented on 8 Aug 2019 can anyone provide 'sedimentology and petroleum geology' course from Udemy. Thanks in advance. @kumarsreenivas051 kumarsreenivas051 commented on 9 Sep 2019 Can anyone provide "Programming languages A,B and C" course from Coursera. Thanks in advance. @BrunoMoreno BrunoMoreno commented on 11 Sep 2019 The link for the torrents in piratebay, now is .org to the correct url. @sany2k8 sany2k8 commented on 24 Sep 2019 Can anyone add this The Complete Hands-On Course to Master Apache Airflow @pharaoh1 pharaoh1 commented on 30 Sep 2019 can you pls add this course to your list https://www.udemy.com/course/advanced-python3/ @SushantDhote936 SushantDhote936 commented on 1 Oct 2019 Can you add Plural Sight CISSP @allayGerald allayGerald commented on 1 Oct 2019 open directive for lynda courses: https://drive.google.com/drive/folders/1zQan1cq1ZnqXmueRF5IqKoOtpFxl6Y4G @ezekielskottarathil ezekielskottarathil commented on 3 Oct 2019 can anyone provide 'sedimentology and petroleum geology' course from Udemy. Thanks in advance. "wrong place boy" @pulkitd2699 pulkitd2699 commented on 8 Oct 2019 Does anyone has a link for 'Cyber security: Python and web applications' course? Thanks @mohanrajrc mohanrajrc commented on 19 Oct 2019 • Can anyone provide torrent file for Mastering React By Mosh Hamedani. Thanks https://codewithmosh.com/p/mastering-react @evilprince2009 evilprince2009 commented on 27 Oct 2019 Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 @nunusandio nunusandio commented on 30 Oct 2019 Can anyone post torrent file for ASP.NET Authentication: The Big Picture https://app.pluralsight.com/library/courses/aspdotnet-authentication-big-picture/table-of-contents @EslamElmadny EslamElmadny commented on 9 Dec 2019 Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? @Genius-K-SL Genius-K-SL commented on 14 Dec 2019 hay brother! do you have html5 game development with javascript course ? @Genius-K-SL Genius-K-SL commented on 14 Dec 2019 This link is not working brother! http://www.seedpeer.me/details/4657790/Lynda.com-Building-Facebook-Applications-with-HTML-and-JavaScript.html @smithtuka smithtuka commented on 20 Dec 2019 Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? @AbdOoSaed AbdOoSaed commented on 22 Dec 2019 Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff @EslamElmadny EslamElmadny commented on 23 Dec 2019 • Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj @jedi2610 jedi2610 commented on 27 Dec 2019 Can anyone provide me with Code with Mosh's Ultimate Java Mastery Series link? plis @InnocentZaib InnocentZaib commented on 31 Dec 2019 Please provide the link of codewithmosh The ultimate data structures and algorithms Bundle the link is given below. Please give me the torrnet file or link to download https://codewithmosh.com/p/data-structures-algorithms @edward-teixeira edward-teixeira commented on 1 Jan 2020 Please provide the link of codewithmosh The ultimate data structures and algorithms Bundle the link is given below. Please give me the torrnet file or link to download https://codewithmosh.com/p/data-structures-algorithms Yea i'm looking for it too @kaneyxx kaneyxx commented on 1 Jan Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj could you please share the part-1 & part-3? @edward-teixeira edward-teixeira commented on 2 Jan Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj Can you share part 1 and 3? @ravisharmaa ravisharmaa commented on 7 Jan Please add this . https://www.letsbuildthatapp.com/course/AppStore-JSON-APIs @WaleedAlrashed WaleedAlrashed commented on 13 Jan This one kindly. https://www.udemy.com/course/flutter-build-a-complex-android-and-ios-apps-using-firestore/ @Sopheakmorm Sopheakmorm commented on 19 Jan Anyone have this course: https://www.udemy.com/course/mcsa-web-application-practice-test70-480-70-483-70-486 @EslamElmadny EslamElmadny commented on 19 Jan Anyone have this course: https://www.udemy.com/course/mcsa-web-application-practice-test70-480-70-483-70-486 +1 @EslamElmadny EslamElmadny commented on 20 Jan Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj Can you share part 1 and 3? https://vminhsang.name.vn/category/it-courses/codewithmosh/ this link includes almost all mosh courses @mohanrajrc mohanrajrc commented on 22 Jan Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj Can you share part 1 and 3? https://vminhsang.name.vn/category/it-courses/codewithmosh/ this link includes almost all mosh courses Yes. Java mastery and Data Structures 1, 2, 3 are available in this site. free download. @shihab122 shihab122 commented on 22 Jan Please give me the torrnet file or link to download The Ultimate Design Patterns @EslamElmadny EslamElmadny commented on 22 Jan • Please give me the torrnet file or link to download The Ultimate Design Patterns Waiting for it also :D @K-wachira K-wachira commented on 23 Jan Can you please add these two below ? https://codewithmosh.com/p/the-ultimate-java-mastery-series https://codewithmosh.com/p/data-structures-algorithms-part-2 any luck ? Has this come through by any chances? fff data-structures-algorithms-part-2 https://drive.google.com/open?id=1oYYdPp4MVVk7ZzZL6rLepFe33IjXtkqj Can you share part 1 and 3? https://vminhsang.name.vn/category/it-courses/codewithmosh/ this link includes almost all mosh courses Yes. Java mastery and Data Structures 1, 2, 3 are available in this site. free download. You are a saviour .. Altho i feel bad i cant really buy the course... its really good @msdyn95 msdyn95 commented 25 days ago • Please give me the torrent file or link to download https://codewithmosh.com/p/design-patterns https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-1/ https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-2/ @K-wachira K-wachira commented 23 days ago This one kindly. https://www.udemy.com/course/flutter-build-a-complex-android-and-ios-apps-using-firestore/ Hey did you find this one? @edward-teixeira edward-teixeira commented 22 days ago Please give me the torrent file or link to download https://codewithmosh.com/p/design-patterns https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-1/ https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-2/ Did you find those? @msdyn95 msdyn95 commented 21 days ago Please give me the torrent file or link to download https://codewithmosh.com/p/design-patterns https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-1/ https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-2/ Did you find those? unfortunately not. @edward-teixeira edward-teixeira commented 20 days ago Please give me the torrent file or link to download https://codewithmosh.com/p/design-patterns https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-1/ https://coursedownloader.net/code-with-mosh-the-ultimate-design-patterns-part-2/ Did you find those? unfortunately not. Found it ! https://vminhsang.name.vn/category/it-courses/codewithmosh/ @ZainA14 ZainA14 commented 16 days ago • Can someone please link me to this mosh course for torrent or direct download link https://codewithmosh.com/p/the-ultimate-full-stack-net-developer-bundle @khushiigupta khushiigupta commented 9 days ago Can any one please provide me link for jenkins so that I can learn as al as possible to join this conversation on GitHub. Already have an account? Sign in to comment © 2020 GitHub, Inc. Terms Privacy Security Status Help Contact GitHub Pricing API Training Blog About

o-nakala-workshop

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README preview

NAKALA Workshop - Jupyter Notebook Edition

🎯 What You'll Learn

✨ Why This Workshop?

Pedagogical Approach: CSV-to-JSON Abstraction

🔄 Workflow

🛡️ Standards & Compliance

📦 Reusable `nakala` Package

🚀 Quick Start

Prerequisites

Step 0: Verify Python Installation

Step 1: Download the Workshop

Step 2: Installation

Step 3: Verify API Connection

Run the Workshop

Step 1: Import (`notebooks/1_batch_import.ipynb`)

Step 2: Modify (`notebooks/2_batch_modify.ipynb`)

Step 3: Delete (`notebooks/3_batch_delete.ipynb`)

🤝 For Instructors

Recommended Workshop Flow

Part 1: Introduction (30 min)

Part 2: Live Demonstration (30 min)

Part 3: Hands-on Practice (60-90 min)

Part 4: Advanced Topics (Optional, 30 min)

Teaching Resources

📂 Project Structure

📝 CSV Files Explained

Input CSVs (You Prepare)

Generated CSVs (Auto-created by Notebook 1)

🌐 NAKALA Test API

🎓 Learning Objectives

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o-nakala-workshop

Live repository statistics

README preview

NAKALA Workshop - Jupyter Notebook Edition

🎯 What You'll Learn

✨ Why This Workshop?

Pedagogical Approach: CSV-to-JSON Abstraction

🔄 Workflow

🛡️ Standards & Compliance

📦 Reusable nakala Package

🚀 Quick Start

Prerequisites

Step 0: Verify Python Installation

Step 1: Download the Workshop

Step 2: Installation

Step 3: Verify API Connection

Run the Workshop

Step 1: Import (notebooks/1_batch_import.ipynb)

Step 2: Modify (notebooks/2_batch_modify.ipynb)

Step 3: Delete (notebooks/3_batch_delete.ipynb)

🤝 For Instructors

Recommended Workshop Flow

Part 1: Introduction (30 min)

Part 2: Live Demonstration (30 min)

Part 3: Hands-on Practice (60-90 min)

Part 4: Advanced Topics (Optional, 30 min)

Teaching Resources

📂 Project Structure

📝 CSV Files Explained

Input CSVs (You Prepare)

Generated CSVs (Auto-created by Notebook 1)

🌐 NAKALA Test API

🎓 Learning Objectives

Similar Open-Source Projects

torrents

Taming-Offensive-IronPython

Best-Private-University-in-Uttar-Pradesh-UP-Top-University-in-India-SVU

codegeo_workshops

earth-analytics-open-gis-python-workshop

AI_Workshop

📦 Reusable `nakala` Package

Step 1: Import (`notebooks/1_batch_import.ipynb`)

Step 2: Modify (`notebooks/2_batch_modify.ipynb`)

Step 3: Delete (`notebooks/3_batch_delete.ipynb`)