Analytics（分析 (Analytics)）¶
Foundry provides analytical capabilities for every type of user in an organization, integrated with the Foundry Ontology. Out of the box, Foundry contains both point-and-click and code-based tools that enable table-based analysis, top-down visual analysis, geospatial analysis, temporal analysis, and more. Analytics in Foundry are designed to go beyond conventional “read-only” paradigms to write data back into the Ontology, producing valuable new insights within unified security, lineage, and governance models.
Core applications¶
Foundry’s core Analytics applications include:
- Contour, a top-down analysis application for rapidly exploring tabular data at scale, deriving new datasets through visual transformations, and creating charts.
- Quiver, a multimodal charting application that allows for object-driven analysis, time series-driven analysis, point-and-click machine learning, and dashboard building.
- Code Workbook, an application that blends data engineering and data science motifs, allowing for Python-, R-, or SQL-driven transformations to be rapidly constructed, building and training machine learning models, and much more.
- Notepad, an integrated solution for embedding dynamic analytical, visual, and operational artifacts from across Foundry, alongside formatted text and media.
- Fusion, a spreadsheet-driven application that synthesizes tabular computation with the power of Foundry’s Ontology and object-driven query system.
Analytical connectivity¶
Foundry is also designed to integrate deeply with your existing analytical tools. Organizations can connect their business intelligence, visualization, and other analytics applications to Foundry through standard APIs and interfaces. Integration options include:
- Out-of-the-box connectors for common tools, like Power BI® and Tableau.
- REST APIs for ad-hoc connectivity.
- ODBC and JDBC drivers for general connectivity.
- Python ↗ and R ↗ SDKs for connection to data science tools.
- Guided integrations for tools like Microsoft Report Builder and Excel, which leverage standard interfaces.
Learn more about the types of analysis that you can perform in Foundry.
Power BI® and the Power BI® logo are trademarks of the Microsoft group of companies.
中文翻译¶
分析 (Analytics)¶
Foundry 为组织中的各类用户提供与 Foundry 本体 (Ontology) 集成的分析能力。开箱即用，Foundry 包含点击式工具和基于代码的工具，支持基于表格的分析、自上而下的可视化分析、地理空间分析、时间序列分析等。Foundry 中的分析功能旨在超越传统的"只读"模式，能够将数据写回本体 (Ontology)，在统一的安全、血缘和治理模型内产生有价值的新洞察。
核心应用¶
Foundry 的核心分析应用包括：
- Contour：一款自上而下的分析应用，用于快速大规模探索表格数据、通过可视化转换派生新数据集以及创建图表。
- Quiver：一款多模态图表应用，支持对象驱动分析、时间序列驱动分析、点击式机器学习以及仪表板构建。
- Code Workbook：一款融合数据工程和数据科学模式的应用，支持快速构建基于 Python、R 或 SQL 的转换、构建和训练机器学习模型等。
- Notepad：一款集成解决方案，用于嵌入来自 Foundry 各处的动态分析、可视化和操作工件，同时支持格式化文本和媒体。
- Fusion：一款基于电子表格的应用，将表格计算与 Foundry 本体 (Ontology) 及对象驱动查询系统的强大功能相结合。
分析连接性¶
Foundry 还设计为与您现有的分析工具深度集成。组织可以通过标准 API 和接口将其商业智能、可视化及其他分析应用连接到 Foundry。集成选项包括：
- 针对常见工具（如 Power BI® 和 Tableau）的开箱即用连接器。
- 用于临时连接的 REST API。
- 用于通用连接的 ODBC 和 JDBC 驱动程序。
- 用于连接数据科学工具的 Python ↗ 和 R ↗ SDK。
- 针对 Microsoft Report Builder 和 Excel 等工具的引导式集成，这些工具利用标准接口。
Power BI® 和 Power BI® 徽标是微软集团公司的商标。