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List of notebooks in use

Version 1.1 by Dimitri Rupp on 2026/06/11 09:16
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List of notebooks in use

Information

Scope: Vergleich Spark- vs. Vanilla-Notebook + Language-Support-Matrix fuer Microsoft Fabric.
Parent: Fabric Notebooks

To "Spark" or not to?

Fabric notebooks offer a flexible canvas for data exploration and transformation, empowering users to choose the language that best suits their skill set and workload. Whether you're fluent in Python, Scala, R, or SQL, Fabric accommodates your preferences with ease.

However, when it comes to choosing between Spark notebooks and Vanilla notebooks, the decision often hinges on performance, scalability, and distributed processing needs.

Language support

LanguageSpark supportVanilla support
Python✅ Yes✅ Yes (Standard Python Kernel)
SQL✅ Yes✅ Yes (T-SQL)
Scala✅ Yes❌ No
R✅ Yes❌ No

Spark vs. Vanilla notebooks — feature comparison

FeatureSpark notebookVanilla notebook
Execution engineDistributed (Apache Spark)Local (single node)
PerformanceScales for large datasetsBest for light-weight tasks
Session managementCluster-backed, has start-up latencyImmediate execution
LibrariesSpark-compatible librariesFull access to Python ecosystem
Custom environmentsYesNo
Memory limitScalable across nodes16 GB hard limit
Startup time10 to 30 secondsInstant

Decision heuristic

flowchart TD
    Q[Workload?] --> S{Dataset size?}
    S -->|"Small / medium (< 16 GB)"| VAN[Vanilla notebook
instant + cheap]
    S -->|"Large / distributed"| SPK[Spark notebook
distributed]
    VAN --> L1{Need Scala / R?}
    L1 -->|Yes| SPK
    L1 -->|No| VAN

    classDef van fill:#c8e6c9,stroke:#2e7d32,stroke-width:1px
    classDef spk fill:#bbdefb,stroke:#1976d2,stroke-width:1px
    class VAN van
    class SPK spk
Information

Note: Notebooks that are currently not in service and those in the Fabric_Dev workspace are not mentioned in the above documentation. Not-in-service notebooks can be found in the 08_archive folder of the Fabric workspace.

Notebooks aktuell im Einsatz

Die operative Liste der aktiv genutzten Notebooks mit Funktion und Schema ist in der Fabric Silver Lakehouse-Dokumentation dokumentiert (Abschnitt "Notebooks in use") — dort werden 9 Notebooks beschrieben:

  • 70203022_H3A_5G_Rollout
  • huawei_fusionsun_detailedInverterReport
  • StoredProcedure_weekly
  • StoredProcedures_BMD
  • StoredProcedures_BMD_Hinzufuegen_Firmen
  • StoredProcedures_h3a
  • StoredProcedures_Rimo
  • get_tef_DeliveryOffice_files_Polars
  • get_tef_SharePointFiles
Information

Migration footer
Source: List of notebooks in use (SharePoint)
Original author: Bukkerji Sreejith
Original last-modified: 2025-10-20
Migration date: 2026-05-24
Migrated by: Dimitri Rupp via ClaudeAI
Notes: EN-Original-Texte 1:1; beide Vergleichstabellen (Language Support + Feature Comparison) uebernommen; Mermaid-Decision-Tree als Wissensbasis-Erweiterung; Cross-Link zur operativen Notebook-Liste in Silver-Lakehouse-Doku ergaenzt (Quelle hatte keine Liste, nur den Verweis auf "above list").

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Status: Migriert — Team-Review ausstehend · Owner: (festlegen) · Letzter Review: 2026-06-11