SAP Datasphere is SAP's unified data service for data integration, semantic modeling, data warehousing, federation, and governance — the semantic backbone of SAP's Business Data Fabric that ensures business context travels with your data, wherever it goes.
SAP Datasphere Knowledge Hub is a curated reference covering official documentation, free trials, learning paths, and top community content — everything developers and data professionals need to navigate SAP's fast-moving landscape, in one place.
Behind every article in this list is a practitioner who chose to give back — turning hard-won expertise into shared knowledge that benefits us all. To each of you: your work doesn't go unnoticed, and it truly makes a difference in how our community grows and learns together. My goal with this collection is simple — to make that knowledge easier to find, so nothing valuable gets lost in the noise.
Recommend bookmark and subscribe as it will be kept current with latest updates. Also, join the conversation with the Data Professionals Community – a group that welcomes perspectives across all data and AI topics.
Overview & Getting Started
Community & Help
Product, Roadmap, Sizing, Pricing & Customer Stories
- SAP Datasphere on sap.com
- IDC - Explore the value of data products for business ready AI
- SAP Business Data Cloud - FAQs
- SAP Roadmap – Road Map
- SAP Datasphere Pricing & Availability DC Regions
- SAP Datasphere Cloud Capacity Unit Estimator
- How to use SAP Business Data Cloud Capacity Unit Estimator?
- What is the minimum capacity units (CU) to activate Object Store in SAP Datasphere?
- Cost Optimization in SAP Datasphere
- Customer Success Stories
- SAP Business Data Cloud – release update highlights
Getting Started, Tutorials & Certifications
- SAP Datasphere - Free Trials
- SAP Datasphere インスタンスの作成方法 – Free Tier編 –
- Exploring SAP Datasphere
- SAP Business Data Cloud BDC A Beginner's Guide Part 1
- SAP Business Data Cloud BDC A Beginner's Guide Part 2
- SAP Business Data Cloud BDC A Beginner's Guide Part 3
- SAP Business Data Cloud (BDC) Onboarding
- SAP Datasphere – Tutorials & Learning Journeys
- SAP on YouTube (@SAP)
- How to Provision a SAP Datasphere Free-Tier Instance
- SAP Datasphere Sample Content
- SAP Datasphere Sample Content for LoB Sales
- SAP Datasphere Sample Content for LoB Finance
- SAP Datasphere Sample Content for LoB Human Resources
- New SAP Datasphere trainings: DSP01 & DSPBW1
- Hands-on Tutorial: Machine Learning with SAP Datasphere
- All Datasphere Functions in One File
- Setting up Trial SAP Datasphere Account with Trial SAP SAC Live Connection
- はじめてのSAP Datasphere
- SAP Datasphere BW Series Getting Started Part 2
- Part 1 : スペース作成
- Part 2 : テーブル作成
- Part 3 : モデリング
- Part 4 : ストーリー作成
- はじめてのSAP Datasphere : ストーリーの作成
- SAP Datasphere Sample Content for FI, HR and SD
- SAP Datasphere インスタンスの作成方法 - BTP編 –
Introduction
- SAP Datasphere ビジネスコンテンツ概要とインストール手順
- SAP Datasphere 関連情報
- SAP Datasphere Naming Convention in Action
- SAP Datasphere – “The Next Big Step in Unified Analytics “
- Data Mesh with SAP Datasphere
- SAP Business Data Cloud and what it means for SAP Datasphere
- SAP Datasphere and SAP Data Intelligence Cloud - what does this mean for me now?
- SAP业务数据云中的Datasphere概况介绍
- Datasphere(旧 Data Warehouse Cloud)のビジネス名を一括変更する方法
- Unleash the Power of Business Data for Utilities: The Benefits of SAP Datasphere and SAP Analytics C...
- Pioneering Datasphere: A Consultant’s Voyage Through SAP’s Data Evolution
- Unlock the full potential of SAP Analytics Cloud and SAP Datasphere
- 10 reasons to choose SAP Datasphere as the foundation for your business data fabric architecture
- SAP Datasphere: Filling the data holes on SAP S/4 HANA Transformation journey by connecting 10 data ...
- A Business Data Fabric for Data and AI Science
Data Integration
Source System Connectivity
SAP Applications
- S/4HANA Public Cloud Integration with SAP Datasphere
- How to Connect S4HANA Public Cloud With SAP Datasphere
- Connecting from SAP Datasphere to S/4HANA & (OnPremise/Cloud)SAP HANA
- Integrating SAP Datasphere with S/4HANA in ECS
- Integrating SAP Business Data Cloud - S/4HANA Cloud Private Edition
- SAP S/4HANAとSAP Datasphereのデータ連携 : 接続(リモートソース)の設定
- SAP S/4HANA CloudとSAP Datasphereのデータ連携
- Connecting SAP SuccessFactors and SAP Datasphere
- Bring SAP SuccessFactors Data into SAP Datasphere
- Bring SAP Concur Data To SAP Datasphere Part 1
- Bring SAP Concur Data To SAP Datasphere Part 2
- SAP Datasphere Integration with SAP S/4HANA: SAP Cloud Connector Setup Guide
- The Definitive Guide to Connecting SAP SuccessFactors with SAP Datasphere
- SAP SuccessFactorsとSAP Datasphereのデータ連携
- SAP Datasphere から S/4HANAとHANAへの接続
- Set up connection between SAP C4C (Sales Cloud) and SAP Datasphere
- Connecting SAP Commerce Cloud to SAP Datasphere Using SQL View Gateway
- Integrating SAP PaPM Cloud & SAP Datasphere (in SAP BDC)
- Connect SAP Sales Cloud V2 to SAP Datasphere
- Bring Qualtrics Data to SAP Datasphere
- SAP DatasphereでS/4HANAのCDS Viewを可視化する
- Integrating SAP S/4HANA Data into SAP HANA Cloud Using SAP Datasphere
- How to Connect to SAP IBP from SAP Datasphere using OData
- How To Connect SAP Cloud for Real Estate to SAP Datasphere
- Sustainability Control TowerとSAP Datasphereのデータ連携
- SAP Open Connectorsを使用したSalesforce Sales CloudとSAP Datasphere のデータ連携
- Extracting Data from S4HANA ODP to SAP Datasphere
- SAP S/4HANAとSAP Datasphereのデータ連携 : DP Agentの設定
- Integrating SAP Databricks with SAP CPQ and SAP Datasphere for Analytics & Reporting
- Visualize S/4HANA CDS View with SAP Datasphere
Other Sources
- Exploring Integration Options In SAP Datasphere With The Focus On Using SAP
- Exploring Integration Options In SAP Datasphere With The Focus On Using SAP
- Integration Between SAP Datasphere And SAP Analytics Cloud Blog 1
- Integration Between SAP Datasphere And SAP Analytics Cloud Blog 2
- Integration Between SAP Datasphere And SAP Analytics Cloud Blog 3
- Integration Between SAP Datasphere And SAP Analytics Cloud Blog 4
- Integration Between SAP Datasphere And SAP Analytics Cloud Blog 5
- SAP Datasphere – Delta Extraction
- Delta processing inside SAP Datasphere
- Integrating SAP Datasphere With SAP Integrated Business Planning Using SAP
- Integrating SAP Datasphere With SAP Integrated Business Planning Using SAP
- Integrating SAP Datasphere With SAP Integrated Business Planning Using SAP
- Efficient Delta Creation in the Datasphere: A Practical Guide
- Integrating with SAP Datasphere Consumption APIs using SAML Bearer Assertion
- SAP Analytics Cloud, add-in for Microsoft Excel and SAP Datasphere connection
- Using the SAC Data Export API with Datasphere and Data Intelligence
OData, REST & Generic Connectivity
- Integration of SAP CI(BTP IS) with Datasphere
- Why SAP BDC for Consuming SAP Data via CDS Views and not Replicate in Non-SAP Platform
- Generic OData Service - Datasphere Integration
- Consuming the Parameterized CDS View using OData in Datasphere
- How to Consume SAP Datasphere Analytical Models to SAP Fiori Using OData Services
- Datasphere: Consume a Generic OData Source to Create a Fact (Analytical Dataset)
- SAP Datasphere: Analytical and Relational OData APIs
- Exploring the New Capabilities of SAP Datasphere for Unleashing the Power of Data
- Consuming data from SAP Datasphere in SAP BTP CAP Applications
- From REST to Datasphere: A CAP-based Integration Approach
- Extend SAP Datasphere with SAP Open Connectors
- SAP Integration Suiteを使ってSAP Datasphereからデータを抽出する方法 OData編
- Enrich Data in SAP Datasphere with Data from RESTful APIs
- Unlocking the Future of Supply Chain Efficiency:Integrating SAP with Kinaxis using SAP Datasphere
Cloud Connector
- SAP S/4HANAとSAP Datasphereのデータ連携 : Cloud Connectorの設定
- SAP Datasphere + SAP S/4HANA: Your Guide to Seamless Data Integration
Databases
- Steps to create connection between SAP Datasphere and SAP HANA Cloud(BTP)
- Integration Between SAP CPI and SAP DataSphere (JDBC Connection)
- SAP Integration Suiteを使ってSAP Datasphereからデータを抽出する方法 JDBC編
- SAP Datasphere: PowerBI Direct Query via HANA Cloud Calculation Views
- SAP Datasphere integration with SQL server using Data Provisioning Agent
- Microsoft SQL Server と SAP Datasphereのデータ連携
Cloud & Hyperscalers
- SAP Datasphere: OData Connector for PowerBi
- ODataを利用してPowerBIからSAP Datasphereに接続しよう！
- Federating queries to Databricks from SAP Datasphere for real-time analytics in SAP Analytics Cloud
- Breaking SAP Data Barriers with Datasphere & Databricks: A Medallion Journey (Bronze, Silver, Gold)
- Unified Analytics with SAP Datasphere & Databricks Lakehouse Platform- Data Acc Scenarios
- Maximize the Value of Your Business Data With SAP Datasphere and Databricks
- Explore and reuse SAP Datasphere models from Databricks
- Google BigQuery と SAP Datasphere のデータ連携
- Explore your Hyperscale Data with SAP Datasphere
Files & Storage
- SAP Datasphere: On Premise SFTP connectivity
- Amazon S3とSAP Datasphereの連携
- Accessing SharePoint files from Datasphere using BTP Open Connectors
- SAP Data Intelligence: Insert JSON Data into SAP HANA or SAP Datasphere
- SharePoint Lists into DataSphere
Streaming & Messaging
ODBC / JDBC
- A demo to consume MySQL database in Datasphere with Generic JDBC connection
- Consuming Data from Datasphere to Azure Data Factory via ODBC
- Consuming data from SAP Datasphere into Power BI via ODBC connector
ABAP
- SAP Datasphere Connectivity With SAP BTP ABAP Environment(Steampunk).
- Delta loading in SAP Datasphere based on the ABAP CDS view
- How to call AS ABAP from SAP Datasphere
- Under the Hood of ABAP CDC in SAP Datasphere Replication Flows
- Datasphere - Replication Flow : Enabling the ABAP CDS Extractor
- SAP S/4HANA Custom ABAP CDS View to Datasphere: Replication Flow Setup, Status & Delta Processing
- Understanding ABAP Pipeline Engine used for Data Integration in Datasphere
- SAP Datasphere replication with Change Data Capture on a custom SAP S4 CDS view.
Task Chains & Orchestration
- SAP Datasphere – How-To integrate Open SQL Procedures in a Task Chain
- Triggering SAP Databricks Jobs through SAP Datasphere Task Chains
- Streamlining REST API Integrations in SAP Datasphere with Task Chains and FastAPI on SAP BTP
- Automated SAP Datasphere TaskChains with SAP CLI, Batch and Windows Scheduler
- SAP Datasphere - Usage of Meta Chain
- Execute and Monitor SAP Datasphere Task Chains from UC4
- Start remote Process/Actions in BTP ABAP via Task Chains from SAP Datasphere
- Triggering SAP Datasphere/BDC Task Chains from SAP BTP ABAP Cloud using the Task Chain REST API
- Automating Invoice Predictions from SAP Databricks with SAP Datasphere Task Chain
Replication Flows
- Pat 1: Overview
- Part 2: Premium Outbound Integration
- Part 3: Integration with Kafka
- Part 4: Sizing
- Part 5: Integration of SAP Datasphere and Databricks
- Part 6: Confluent as Replication Target
- SAP Data Reconciliation: Moving from Matching Maze to The Autonomous Future
- Replicating table data from an SAP ECC system with SAP Datasphere using Replication Flows
- SAP Datasphere - Replication Flow (Delta Functionality)
- SAP Business Data Cloud - Create a custom Data Product based on a replication Flow
- Optimizing Data Movement in SAP Datasphere: Replication Flow or Remote Table Replication?
- Steps to Create a Replication Flow in SAP Datasphere for an Existing CDS View in S/4HANA
- Replicate Data from SAP HANA HDI Container using Replication Flow in SAP Data Intelligence / SAP Dat...
- Walkthrough of different Enterprise Scenarios via Community Content package - GL Account External Hi...
- SAP Datasphere - BW ODP Delta via Replication Flow
- SAP Datasphere – New Replication Flow
- Creating and Monitoring a New Replication Flow in SAP Datasphere
- SAP Datasphere Replication Flow Logs: Monitoring & Insights
- Exporting Tables from Datasphere to Hana Datalake File System using Replication Flow
- SAP Datasphere Replication Flow from S/4HANA to Azure Data Lake
- Maximize Value with Value Analytics for SAP Ariba
- Delta Replication in SAP Datasphere: From Real-Time to Scheduled Execution with New Enhancements
- Real-time data replication to SAP Datasphere
- Mastering SAP Datasphere Replication Scheduling
Data Flows
- Beginner's guide to Data Flows in SAP Datasphere: A step by step approach
- Sap Datasphere Data Flow Series – Introduction and sample example
- Sap Datasphere Data Flow Series – Operators (Joins, Projection, Aggregation, Union)
- SAP Datasphere - Data flow scripts and generic OData - Unpacking nested values
- SAP S/4HANAとSAP Datasphereのデータ連携 : データフローの作成
- Implementing Data Flows in SAP Datasphere: Concepts and Examples
- SAP Datasphere Connectivity With S/4 HANA System & SAP Analytics Cloud : Technical Configuration
- ETL Objects in SAP Datasphere and Dataflows Example
- Using The New Selective Deletion Functionality In SAP Dsp To Track Record
- Using The New Selective Deletion Functionality In SAP Datasphere To Track
Scripting & Other Flows
- Datasphere - A simple python script to clear Null values in Data Flow
- Sap Datasphere Data Flow Series – Script Operator Part 1
- SAP Datasphere - Triggering a Stored Procedure using a Data Flow
- Converting FSV (Financial Statement Version) into a Flattened Structure using Python
- Example of Python Script usage in SAP Datasphere
- GitHub sample for working with SAP Datasphere and SAP Data Quality Management, microservices
- When to use Python Script Operator in SAP Datasphere?
Transformation Flows
- Quick & Easy Datasphere - When to use Data Flow, Transformation Flow, SQL View?
- Exploring SAP Datasphere new features: Capturing Delta Changes in Your local table and Transformatio...
Modeling
Intelligent Lookup
- SAP Datasphere インテリジェントルックアップ : 名寄せ機能のご紹介
- Harnessing the Power of Intelligent Lookup in SAP Datasphere: An Overview
- SAP Datasphere Intelligent Lookup Series – Up for a (Data) Challenge?
- SAP Datasphere Intelligent Lookup Series – Harmonize your internal datasets with external data
- SAP Datasphere Intelligent Lookup Series – How filtering and sorting enhances your work with Intelli...
- SAP Datasphere Intelligent Lookup Series – How to integrate an Intelligent Lookup in your existing d...
- SAP Datasphere Intelligent Lookup Series – What is a fuzzy match and why should I care?
- New Intelligent Look Up Feature in SAP Datasphere.
Analytic & Semantic Modeling
- Introducing the Analytic Model in SAP Datasphere
- Introduction to Analytic Model in SAP Datasphere
- The SAP Datasphere Analytic Model
- はじめてのSAP Datasphere : モデリング
- SAP Datasphere- نمذجة البيانات
- Pssst! Want to learn a Datasphere secret?
- SAP Datasphere Analytic Model Series – Data Model Introduction
- SAP Datasphere Analytic Model Series – Data Preview
- SAP Datasphere’s Feature Highlight: The Analytic Model
- AI-Assisted SAP Datasphere Modeling
- Datasphere - Populating Dynamic Default Values in Analytical Model Variables
- Entity Relationship Model in SAP Datasphere: Beginner Overview
- An Introduction to Hierarchy with Directory
- Modeling a basic Hierarchy with Directory
- Modeling an advanced Hierarchy with Directory
- Create SAP S/4HANA GL Account Hierarchy within SAP Datasphere through Community Content
- Walkthrough of different Enterprise Scenarios via Community Content package – GL Account External Hi...
- Explanation of Community Content Package - GL Account External Hierarchy via Replication Flow
- Order siblings in a Hierarchy with Directory
- Order siblings in a Hierarchy with Directory with SAP Datasphere
- Running QTD, YTD in SAP Datasphere using SQL View
- An Introduction to Hierarchy with Directory in SAP Datasphere
- Dynamic Hierarchy Path Generation for Flexible Restricted Measures in SAP Datasphere
- SAP Datasphere モデリングTips:階層定義とドリルアップ/ドリルダウン
- SAP Datasphereの分析モデルでの各種変数作成機能のご紹介
- SAP Datasphereの分析モデルでの各種メジャー作成機能のご紹介
- はじめてのSAP Datasphere : モデリングとデータ可視化
- はじめてのSAP Datasphereモデリング : ディメンションとファクトの作成
- SAP Datasphere モデリング : 新しい「分析モデル」の利用と「分析データセット」
- SAP Datasphereの分析モデルでの例外集計のご紹介
- Data Transpose in SAP Datasphere using Union Operation
- SAP Datasphere - Remote Table dynamic filter pushdown
- Time Dependency for Dimensions and Texts in Analytic Model
- Consuming complex Datasphere models
- End to End Designing the Multilevel Hierarchy in Datasphere
- SAP Datasphere Analytic Model Series – Calculated and Restricted Measures
- Understanding Time Tables & Dimensions In An SAP Datasphere World... My 1st Blog Post!
- SAP Datasphere Analytic Model Series – Using Variables in Analytic Model
- Build an SAP Datasphere parent-child hierarchy based on S/4HANA hierarchies
- Modeling an advanced Hierarchy with Directory in SAP Datasphere
- Modeling a basic Hierarchy with Directory in SAP Datasphere
- SAP Datasphere Analytic Model Series – User Experience and Navigation Paradigm
- SAP Datasphere : Export Data of AnalyticalModel via Odata URL & Oauth Client of type Technical User
- Create SAP S/4HANA External GL Account Hierarchy within SAP Datasphere using standard CDS Views
- S/4HANAと連携したSAP Datasphereでのモデリングのポイント解説
- Microsoft Lists integration with SAP Datasphere
- SAP Datasphere モデリングTips:スタースキーマ設計時のE/Rモデルの活用
- Passing Input parameters from analytic dataset to analytic model in SAP Datasphere
- Passing values in Input Parameters - Variables of Datasphere Model from Power BI
- Creating Compound Keys in Datasphere
- SAP Analytics Cloud Dimension Tables Move to the File Repository
- SAP Datasphere Analytic Model Series – Motivation & Comparison with the Analytical Dataset
- Exception Aggregation in SAP Datasphere
- SAP Datasphere Analytic Model Series Blog Post # 10– Design Multi Fact in Analytic Model
- Managing Parent-Child Hierarchies in SAC: A Datasphere-Driven Approach
- Porting Legacy Data Models in SAP Datasphere
- SAP Datasphere: How to define Offsets for Restriction Variables in Analytic Models
- SAP Datasphere-SAP Cloud Connector Setup
- Query modelling in SAP DATASPHERE with use case example
- Unsupported Features with SAP Datasphere Live Connections in SAP Analytics Cloud
- はじめてのSAP Datasphereモデリング : 分析モデルの作成
- Connect & Visualize: SAP Datasphere with Qlik Sense
- Geo modeling in Datasphere with SAC Geo map
- SAP Datasphereの分析モデルでのユーザーエクスペリエンスとナビゲーション方法のご紹介
- Datasphere: To Slash or to Backslash? Resolving the Compound Characteristic Crisis
- Building a Covid-19 Chatbot powered by SAP BTP (Part 4/4): Data Modeling and Advanced Analytics with...
- My first impressions about SQLScript (Table Function) in SAP Datasphere
- Analyzing views, persisting and partitioning data in SAP Datasphere
- TCQ - Mastering complex data with SAP Datasphere
- I tricked Datasphere into running my custom scaler functions
- Building a Cost Center Hierarchy Analytical Model in SAP Datasphere
Data Warehousing & Storage
- Working with the Embedded Data Lake in SAP Datasphere
- How to connect HDLF instance to SAP Datasphere
- Working with the Standalone SAP HANA Cloud Data Lake in SAP Datasphere
- Sizing the SAP Datasphere Object Store
- How to activate the Object Store in SAP Datasphere?
- Automating Flat File Loads in SAP Datasphere Using Generic SFTP Connections
- Deep Dive into SAP Datasphere Object Store of BDC: Benefits, Architecture and implementation
- SAP Datapshereでの HANA Cloud, Data Lake の利用方法
- SAP Datasphere: Data Tiering Strategy and Best Practices
- SAP Business Data Cloud: オブジェクトストア 入門編
- Lambda Architecture Implementation Using SAP Datasphere
- Access SAP HANA Cloud Underneath of SAP Datasphere
- Access SAP HANA Cloud Database Underneath of SAP Datasphere with a Database user
Language & Multi-Lingual Support
- SAP Datasphereの翻訳機能による多言語設定の方法
- SAP Datasphere Multilingual Support - Translation Dashboard
- SAP Datasphere Multilingual Support - Master Data Translation
Currency, Unit & Calendar
Currency & Unit Conversion
- SAP Datasphere: Using Variable derivation for currency conversion measures within Analytic Model
- SAP Datasphere - Unit Conversion
- Perform Percentage Calculations in SAP Datasphere
- Using Currency Conversion with the HANACurrency Data Product
- Currency conversion in SAP Datasphere
- Currency Translation in SAP Datasphere
- Currency and unit conversion in SAP Datasphere Analytic Model with variable and value help
- Unit Conversion in SAP Datasphere using T006 (LB to KG Example)
- Currency Conversion in SAP Datasphere: The Next Level
- Currency Conversion in SAP Datasphere: Understanding TCUR* Tables and Practical Implementation
- Display percentage for a calculated measure in Datasphere
- Currency Conversion in SAP Datasphere Using Graphical Views
- Implement Currency Conversion in SAP Datasphere
- Importance of Currency Conversion in SAP Datasphere
- Optional Currency Conversion
Calendar & Time
- Standalone and week-based fiscal calendar generation for SAP Datasphere
- SAP Datasphereで4月始まりのカレンダテーブルの作成方法
- Dynamic Current Month, Year-to-Date, Current Year and Previous Measures in SAP Datasphere
- Running Year to Date (YTD) on fiscal periods with SAP Datasphere
- Fiscal calendar generation for SAP Datasphere using built-in procedure
- SAP Datasphere: How to enable the "WORKDAYS" functions
- How to model time-dependent dimensions and attributes in SAP Datasphere ?
Data Catalog & Discovery
Catalog & Discovery
- SAP Datasphere Catalog and Data Marketplace Convergence
- Unlock the full potential of your enterprise data with SAP Datasphere Catalog
- SAP Business Data Cloud – Central catalog feature revealed
- Catalog Features in SAP Datasphere
- A Step-by-Step Guide to Data Product Activation in SAP Business Data Cloud
- SAP Datasphere Master Data – Attributes, Texts, and Hierarchies
- SAP Datasphereで時間依存マスタを定義してみよう！
- Transitive attribute in SAP Datasphere
- SAP Datasphere Data Validations
- SAP Datasphere catalog - Harvesting from SAP BW/4HANA
- Maximizing Communication Efficiency with SAP Datasphere Catalog's Business Glossary and Templates
- User context for metadata extraction to SAP Datasphere catalog
- SAP Datasphere and Collibra: End-to-End Data Catalog Integration
- Discover Data Products with SAP Datasphere Catalog
- Unlocking the Power of SAP BW/4HANA Metadata in the SAP Datasphere catalog in BDC
- Navigating the Sea of Data: Introducing Data Finder for SAP Datasphere powered by Datarade
- One Data Catalog: AI-Powered Metadata and Search for Better Data Governance
Marketplace
- The SAP Datasphere Data Marketplace - New Home. New Scope.
- New video series for SAP Datasphere data marketplace
- Create Data Products with SAP Datasphere Marketplace
- SAP Datasphere data marketplace - behind the scenes - new video for marketplace video series
Consumption & Interoperability
SAP Analytics Cloud & Reporting Tools
- SAP DatasphereとSAP Analytics Cloudの双方向連携方法Part1 (Datasphere→SAC)
- SAP DatasphereとSAP Analytics Cloudの双方向連携方法Part2 (SAC→Datasphere)
- Establishing the Connection From SAC to SAP Datasphere
- Talent Insights with SAP Datasphere and SAP Analytics Cloud
- Exploring Data Access Control Ensuring Consistency From SAC To Datasphere
- Exploring Data Access Control Ensuring Consistency From SAC To Datasphere
- Repointing System : SAC Stories with Datasphere Models as Data Source
- Archive SAC Change Docs into Datasphere
- Extending SAC Planning - Acessing planning data with SAP Datasphere
- SACからSAP Datasphereへの接続設定
- KPI-Dashboard with SAC and Datasphere
- SAP Signavio - Process Insights: SAP Datasphere and SAP Analytics Cloud content "out of the box"
- Accelerating Financial Close: Integrating SAP Datasphere with SAP Group Reporting
- How to visualize images in SAP Analytics Cloud tables based on SAP Datasphere data
- SAP S/4HANA Cloud Q4/2022: New Scenario in SAP Datasphere provides Analytical Insights on SAP Intell...
- SAP Datasphere - How to flip sign the Measure value by GL Account type like SAP Analytics Cloud.
- Building Power BI Analytical Reports using SAP Datasphere
- SAP Analytics Cloud & SAP Datasphere Combined To The Rescue Drill Down In
- SAP Analytics Cloud & SAP Datasphere Combined To The Rescue Drill Down
- SAP Datasphere and SAP Analytics Cloud: Keeping Data Integration and Analytics in the Right Place
- How Much Business Logic Is Too Much Business Logic in SAP Datasphere?
- DSP Models used in SAC Stories (BW-like where-used)
- How to run a HANA Stored Procedure in SAP Datasphere from SAP Analytics Cloud
- Analyse your data live with SAP Analytics Cloud on top of SAP BW/4HANA, SAP S/4HANA & SAP Datasphere
- SAP Datasphere and SAP Analytics Cloud: Keeping Data Integration and Analytics in the Right Place
APIs
- How to setup Postman for consuming SAP DATASPHERE APIs?
- Mastering Custom Integrations in SAP Datasphere: Leveraging Open Connectors for REST APIs
- Report on SAP Signavio Process Governance data using the new Analytics API, SAP Datasphere and SAP I...
- Enhance your SAP Datasphere Experience with API Access
- Using the Datasphere OData API with SAP Analytics Cloud
- Consuming Data Exposed by SAP Datasphere via the OData API
- Bring SAP Ariba data into SAP Datasphere
- Where ORD Is Used in SAP Datasphere, SAP Business Data Cloud & SAP Databricks
- Using SAP Datasphere Consumption APIs in SAP Build - A 3-legged Authorization Flow Setup
CLI
- New Command-Line Interface for SAP Datasphere - code your way to the cloud!
- @sap/dwc-cli becomes @sap/datasphere-cli!
- @sap/datasphere-cli: Reset Database User Passwords
- @sap/datasphere-cli & SAP Datasphere Data Builder: CRUD Operations on Tables & Views
- Automatically Add Members to Spaces in SAP Datasphere Using @sap/datasphere-cli
- @sap/datasphere-cli: Getting Rid of Passcodes Thanks to OAuth Client Support
- @sap/datasphere-cli: Command-Line Interface for SAP Datasphere: Overview
- SAP Datasphere CLI & Python Automation : ADD 1000+ Users in Datasphere space in few seconds
- SAP Datasphere Automation : Creating Database user in SAP Datasphere using Datasphere CLI & Python
- SAP Datasphere External Access Overview: APIs, CLI and SQL
- SAP Datasphere View generation with Python and the Command-Line Interface
- Use CRUD Opreations with SAP Datasphere Command-Line-Interface
CSV Files
- Streamlining Data Sharing: Emailing CSV Files from SAP Datasphere (DWC) using DIC
- SAP Datasphere のデータをCSVファイルにエクスポートする方法
- SAP Datasphere CLI & Python Automation : Extract All Artifacts of Datasphere in CSV files.
- SAP Datasphere CLI & Python: Exporting Modeling Objects to CSV Files for Each Artifact
- SAP Datasphere & Python : One click to export data of multiple views in Excel/CSV
Third-Party (Databricks, Snowflake, AWS, Azure, Google)
- Consuming Data from Azure Data Lake Storage to Datasphere
- SAP Datasphere: Replicating Custom CDS Views from S4 HANA to Azure Data Lake with CDC
- Data Federation Between SAP Datasphere and Azure Synapse
- Using Azure Private Virtual Network Endpoints with SAP Datasphere Replication
- Federating Queries from SAP Datasphere to Amazon Athena to Derive Insights
- SAP Datasphere Replication Flow from S/4HANA to Amazon S3
- Enterprise Planning with AWS data on SAP Datasphere and SAP Analytics Cloud
- SAP Datasphere - How to configure the AWS Assume Role option for an AWS S3 connection
- Powering Efficient Supply Chains: SAP Datasphere's Integration with Google Cloud’s Architecture
- SAP Datasphere and Google Cloud Platform Integration – A Success Story at Brightspeed
- Creating a Google Big Query connection in SAP Datasphere (DWC)
- SAP Datasphere & Google BigQuery: 3 Integration Strategies Before Zero Copy via BDC Connect Arrives
- How to consume SAP Datasphere using Google Looker?
- Google & SAP Datasphere Integration
- Replication Flows - SAP Datasphere and Google Big Query
- Replication flows: SAP Datasphere to Google BigQuery
- How to add Snowflake as a source for SAP Datasphere or SAP HANA Cloud
- Access data from SAP Datasphere in Snowflake
- Unlocking Advanced Analytics: Bringing SAP Datasphere Views to Databricks with SAP HANA Cloud JDBC
- Consuming Data from Databricks to Datasphere
- SAP Business Data Cloud Architecture: Datasphere, Databricks, and the Unified Data Layer
End-to-End Scenarios
- Develop an SAP BTP End-to-End Scenario Integrating SAP Datasphere, SAP Build Apps, and SAC
- Dynamic Stock Calculation in SAP Datasphere: Handling Non-Cumulative Stock Movements | S/4 IM
- Hybrid Developments using SAP HANA Cloud and SAP Datasphere: E2E Scenario
Spaces, Administration & Monitoring
Administration & Monitoring
- How to monitor consumption for SAP Business Data Cloud (BDC) and its components?
- SAP Business Data Cloud : SAP Datasphere のプロビジョニング
- はじめてのSAP Datasphere : DB管理者編
- SAP Datasphere : データアクセス制御 (行レベルセキュリティ)
- Comprehensive Overview: SCIM API for SAP Datasphere User Management
- Using Technical User in SAP Datasphere Consumption APIs (Client Credentials)
- Preliminary Information SAP Datasphere - Scoped Roles
- SAP Datasphere:範囲設定済みロール(Scoped Roles)解説
- Unveiling SAP Datasphere Access Rights: Navigating Data Access Constellations
- Life Cycle Management in SAP Datasphere: Transporting Content between Tenants
- SAP Datasphere Content NetworkPackage Transport via BTP Transport Management service.
- SAP Datasphere テナント間の移送手順
- SAP Datasphere - Data Access Controls on hierarchy nodes
- Is Your SAP Datasphere Tenant Running Healthy? Meet the Tenant Health Check Agent (EAC)
- Rewiring of SAP Datasphere to SAP Business Data Cloud
- SAP Datasphere – SAP HANA Database Monitoring
- A Better Admin Program for SAP Datasphere
- SAP EarlyWatch Alert Now Available for SAP Datasphere
- Data Access Control in SAP Datasphere - Hierarchy DAC
- Data Access Control in SAP Datasphere - Operator and values DAC
- SAP Datasphere – SAP Data Provisioning Agent Upgrade
- SAP Datasphere Scoped Roles Conversion
- Re-wire your existing SAP Datasphere Tenant from SAP BTP to SAP BDC
- SAP Datasphere: Monitoring and Analysis of SAC requests (Ina/MDS)
- SAP Datasphere: HANA System Memory and CPU - Overall Consumption and Breakdown
- Data Access Control in Data Builder and Authorization Scenario in Business Builder - SAP Datasphere.
- Introducing new type of Data Access Control "Operator and Value" for SAP Datasphere
- Data Access Control in Data Builder and Authorization Scenario in Business Builder - SAP Datasphere.
- Integrate SAP S/4HANA authorizations into SAP Datasphere/SAP Business Data Cloud
- Access Data Provisioning Agent logs directly from Datasphere
- Securing Your Data with Data Access Controls in Datasphere
- SAP Datasphere Tenant migration made possible
- First look into SAP Datasphere's new version control functionality
- Performance analysis in the SAP Datasphere
- Performance Monitoring in SAP Datasphere
- How to edit a quota assignment in SAP Business Data Cloud (BDC)?
- Managing Datasphere Consumption: Gaining Visibility and Control Over Capacity Units
- Monitoring the resource consumption of seamless planning in SAP Datasphere
- SAC Planning and Datasphere: How to use Audit Logs for Analysis and Recovery
Spaces
- SAP Datasphere – Moving Objects: Table, Dataflow from one Space to another Space.
- SAP Datasphere — Don’t Create Your Spaces with These Technical Names
- SAP Datasphere - Space Management
- SAP Datasphere Space and Management
- Create a SQL user with access to multiple spaces in SAP Datasphere
- Integrating Open SQL Schema Tables with SAP Datasphere Space using Dataflow
Security
Data Access Controls & Authorizations
- SAP Datasphere Security & Data Access Controls Overview
- SAP Datasphere: Implementing Row-Level Security using Data Access Controls
- Key figure / column based security in Datasphere
- Integrate your authorizations like your data
- A SAP BTP Kyma Encryption/Decryption Microservice for ALL Contexts (e.g. SAP Datasphere/BDC/ABAP)
SSO / OAuth
- Configuring Single Sign-On (SSO) for SAP Datasphere using SAP Cloud Identity Services (IAS)
- 3 different ways to log in Datasphere using SSO
- Using SAP Cloud Integration to Consume/Connect to Datasphere OData API with OAuth 2.0
- Architecting a Secure API Bridge: Automating SAP Datasphere Data Consumption via OAuth 2.0/Postman
- Understanding OAuth 2.0 Behavior in SAP Datasphere’s Generic OData Connection
- Connection between SAP Datasphere and SAP SuccessFactors HXM Suite using OData, OAuth2 and SAML Bear...
- Integrating with SAP Datasphere API through BTP Destination Using OAuth SAML Bearer Assertion
- Restrict Access of OAuth2.0 Clients with the Technical User purpose
- Automizing authentication with SAP Datasphere CLI via OAuth 2.0
- Connect SAP Web Intelligence to SAP Datasphere analytic models using OAuth 2.0
Data Masking
- Data Masking – a walk in the park with SAP Data Warehouse Cloud
- Data masking, data scrambling and data anonymization in Business Data Cloud with SAP Datasphere
- How Data Anonymization in SAP HANA secure Generative AI applications through SAP Datasphere
AI / Gen AI & Planning
Generative AI
- AI-Assisted SAP Datasphere Modeling
- I finally found a use for AI in Datasphere
- The Power Duo: SAP HANA Cloud and SAP Datasphere Enabling IDA & Gen-AI Driven Solutions
- Enhanced Data Analysis of Fitness Data using HANA Vector Engine, Datasphere and SAP Analytics Cloud
- Gen AI meets SAP: Improve your sales strategies with SAP S/4HANA, SAP Datasphere and SAC
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Harnessing Multi Model Capabilities With Spotify Processing Semi Structured Data With SAP HANA Cloud...
- Is MCP Necessary? Lessons from AI-Assisted SAP Datasphere Modeling
- Automating Invoice Predictions from SAP Databricks with SAP Datasphere Task Chain
- Building a Real AI Agent: Natural Language Modeling for SAP Datasphere with Vibe Coding
- From SAP Datasphere to a Local LLM (Llama 3.1) — Hands-On Tutorial
- Turbocharging Machine Learning on SAP Data with Datasphere, FedML, and NVIDIA
- Natural Language Automation for SAP Datasphere with GitHub Copilot
- Designing a Lightweight Sales Forecasting Prototype in SAP Datasphere with ChatGPT and Python
AI & Machine Learning
- Federated Machine Learning using SAP Datasphere and Amazon SageMaker 2.0
- Federated Machine Learning using SAP Datasphere and Azure Machine Learning 2.0
- Using FedML library with SAP Datasphere and Databricks
- SAP Datasphere: Seamless extraction of business insights in multi-cloud environments with HANA Machi...
- Knowledge Graphs on Datasphere and HANA Cloud. The differences
AI-Assisted Development
- Connect Claude AI to SAP Datasphere Using MCP: An Implementation Guide
- Using Claude Code and Natural Language to Create SAP Datasphere Artifacts
- Working with Large Data Models in SAP Datasphere Using Claude Code
Planning
- SAP Business Data Cloud Seamless Planning入門 - Part1 : Seamless Planningとは
- SAP Business Data Cloud Seamless Planning入門 - Part2 : Seamless Planningで計画モデルを作成してみよう
- SAP Business Data Cloud Seamless Planning入門 - Part3 : SAP Datasphereの実績ファクトビューをライブバージョンで参照しよう
- SAP Analytics CloudとSAP Datasphere間の 『Seamless Planning』 についてのFAQ
- Use Formations to Link SAP Analytics Cloud and SAP Datasphere for Seamless Planning
- Extending SAC Planning – Importing calculation results from SAP Datasphere and E2E Workflow
- SAP Analytics CloudとSAP Datasphere間の 『Seamless Planning』 についてのお知らせ（2024Q4にControlled Release予定）
- Unlocking the Next Chapter of Seamless Planning in SAP Business Data Cloud with Live Versions
- Master Data Management via Business Data Cloud: Datasphere & Seamless Planning in combination
- Seamless Planning with Datasphere & SAC: Seamless Planning in the Cloud?
- Reporting on Dynamic Hierarchies with SAC Seamless Planning
SAP BW Integration & Modernization
BW Integration & Modernization
- BW vs. Datasphere (DSP) & SAC
- AI has outgrown legacy data architectures like SAP BW — is your stack ready to keep up?
- Best Practice - How to use SAP Datasphere as source for SAP BW/4HANA
- BW Modernization with the SAP BW Data Product Generator
- BW Modernization continued with the SAP BW Query Template Generator
- Accessing BW Data Products in the Query Layer of SAP BW/4HANA PCE in SAP Business Data Cloud
- Transforming SAP BW with SAP Business Data Cloud
- SAP BW Query vs. SAP Datasphere Analytic Model: Why Migration Often Means Rebuilding
- A.I Assisted Transition at your own Pace: BW7.5 to BDC Pilot Experiences
- Blog 2 - Accelerating SAP BW Modernization: Hands on Experiences with the BDC Data Product Generator
- Blog 3 - From BW 7.5 to SAP BDC: Reusing Extractors, Custom Logic, and Models Standard Extractors
- Blog 4 - Beyond Data Warehousing: AI-assisted migration of Business Logic from BW 7.5 to BDC Part 1
- Blog 5 - Beyond Data Warehousing: AI-assisted migration of Business Logic from BW 7.5 to BDC Part 2
- BW-Like Authorizations in Datasphere (DSP)
- BW-Like Authorizations Multiple-Dim DAC vs Single-Dim DACs
- How-To build BW BEx User/Customer Exits in Datasphere (DSP) / SAC
- SAP BW Query Template Generator – First Hands-On Experience
- SAP BW Bridge or Data Product Generator (DPG): What would you choose
- Expose BW 7.5 objects as Data products in Databricks
- Datasphere (DSP) and SAC data and metadata versioning / backup and restore
- Filling the gab between BW and Datasphere (a bit): Implementing a few standard variables
- Handling Cutoff Dates during BW transition to SAP Datasphere
- Part 1 - Prerequisites and Setup Instructions for Datasphere BW/4HANA Model Transfer
- Part 2 - Import SAP BW/4HANA Queries into SAP Datasphere using SAP BW/4HANA Model Transfer
- Thoughts on hybrid development with BW/4HANA and SAP Hana Calculation Views as generally valid solut...
- How to add BW Last Data Update field to SAP Analytics Cloud + Datasphere (SAP Note 2706430)
- Working with BW Authorizations in Datasphere on Enterprise Level
- Introducing Remote Authorizations from SAP BW/4HANA for SAP Datasphere
- Enhancing BW data sources based on ODP_CDS – useful for Datasphere too!
- SAP BW/4HANAモデル転送の手順詳細
- Migration of EHANA to Datasphere by leveraging Native HANA Cloud Instance of Datasphere Tenant
Best Practices
Best Practices & Lessons Learned
- SAP DSP – Data Load / Persistency and Overload/OoM FailSave
- Best Practice - How to use SAP Datasphere as source for SAP BW/4HANA
- SAP DSP – Automated Test Tool
- SAP Datasphere - Architecture and Lessons-Learned
- SAP Datasphere - Implementation Best Practices
- SAP Datasphere: Extract, Transform & Load (ETL) - Best Practices
- SAP Datasphere - Space, Data Integration, and Data Modeling Best Practices
- SAP Datasphere Integration Patterns: Lessons Learned from Two Years of Implementations
- Ensuring a Smooth SAP Datasphere Deployment: The Value of Continuous Quality Checks
- Implementation Roadmap "SAP Activate Methodology for SAP Datasphere "Updated
- SAP Activate Methodology for SAP Datasphere - new Release
- Develop on SAP Datasphere using SAP HANA Deployment Infrastructure(HDI)
- SAP Datasphere CI/CD: Automating Deployments with GitHub Actions
- SAP Datasphere, SAP HANA Cloud HDI CI/CD Automation Approach
- SAP Datasphere SAP HANA Cloud HDI Automation CI/CD Pipelines Details
- SAP Datasphere – Enable SAP HANA Development Infrastructure (HDI)
- Sustainability with SAP Datasphere: A Business Case for Critical Thinkers
- 8 ways to increase your query performance in SAP Datasphere when federating from Redshift
- datasphere exception - 2112401: Hostname 'www.googleapis.com;location' contains invalid characters.
Bluesky