Data scientists can explore the data lakehouse using OCI Data Science, a fully managed and serverless platform that you can use to query ADW, Object Storage, third party clouds, and properly connected on-premises systems.OpenSearch Dashboards, an integrated component of the OCI Search Service, can provide direct visualization of OpenSearch data. It is a key canonical architecture if you aspire to be a data driven company. Streaming analytics are provided for real-time fund insights by sending OCI Streaming data to OCI Search Service with OpenSearch by using Kafka Connect.Anomalous trading notifications are provided by using OCI Streaming and OCI Notifications, integrated by using OCI Service Connector Hub. The Hub VCN has a public subnet with a security list and route table that includes an Oracle Cloud Infrastructure Bastion instance to handle incoming requests from customer premises equipment (CPE) that come through the DRG, an Oracle Cloud Infrastructure Web Application Firewall instance to handle incoming requests from the internet, and.The architecture includes the following additional features: The Vision output data (text) is sent from the bronze lake to the silver lake with the help of Oracle Functions.ĭata Flow performs additional data transformation from the silver lake tier to the gold data lake, where the data is loaded to ADW, which in turn supplies OracleĪnalytics Cloud and 3rd party analytics and visualization tools. To follow along an Oracle Cloud Infrastructure free account is required. With a modern data architecture on AWS, customers can rapidly build scalable data lakes, use a broad and deep collection of purpose-built data services, ensure compliance via a unified data access, security, and governance, scale their systems at a low cost without compromising performance, and easily share data across organizational boundaries. Infrastructure Vision extracts text from fax images with optical character recognition (OCR) technology. Disclaimer: This demo is for educational purposes only. A data lakehouse is a modern, open architecture that stores, understands, and analyzes all data. The Data Flow application handles most of the bronze-to-silver data transformation and cleansing. Oracle Data Integration (ODI) is one of the tools used for this integration. Google Spanner is another cloud-native NewSQL database. This includes data which resides in OCI, and data from third party platforms. The bronze data lake is the first destination for data in a format which is often raw, or close to it. It consists of three distinct levels of data treatment in the data lake, Oracle Autonomous Data Warehouse (ADW) for structured warehousing, Oracle Cloud Infrastructure Data Catalog for metadata and governance, and Data Flow for big data processing and transformation using Spark jobs. One of the central features of this architecture is its multi-tiered data lakehouse. Description of the illustration oci-fund-lakehouse-arch.png
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