数据业务流程和 ETL 展开表 Google Cloud 服务Azure 服务描述 Cloud Data FusionAzure 数据工厂 Azure Synapse Analytics根据指定时间间隔,在不同计算和存储服务间,及本地数据源中处理和移动数据。 创建、计划、编排和管理数据管道。 大数据和分析 大数据处理 ...
资料前处理其实就是大家耳熟能详的ETL（Extract, Transform, Load），在GCP上，除了可单纯使用BigQuery，还可再搭配Cloud Dataflow与Cloud Pub/Sub。针对即时资料（Streaming Data），资料产生时会触发Cloud Pub/Sub并立即通过Cloud Dataflow加以处理。而针对批次资料，则可通过外部工具或自行撰写的调度程序，将资料发送到...
Google Cloud Bucket 是 Google Cloud Storage 中的一个存储容器,类似于一个文件夹,用于存储和管理大量的数据对象(如文件)。Bucket 可以通过各种方式进行访问和管理,包括 REST API、gcloud 命令行工具等。 to_csv通常是一个数据处理库(如 pandas)中的方法,用于将数据转换为 CSV(逗号分隔值)格式的文件。CS...
The Google Cloud Platform (GCP) is a suite of cloud computing services offered by Google. It includes over 100 products and services such as compute, storage, databases, machine learning, and more. Google currently offers 11 certification exams for IT professionals to validate their GCP skills. ...
Data orchestration and ETLExpand table Google Cloud serviceAzure serviceDescription Cloud Data Fusion Azure Data Factory Azure Synapse Analytics Processes and moves data between different compute and storage services, as well as on-premises data sources at specified intervals. Create, schedule, ...
Key components of Google Cloud Data and AI This platform has introduced multiple features to streamline and improvedata analytics.BigQuery Export to Bigtableenables direct analytics data serving, removing the need for ETL tools.Duet AIinBigQueryaids in SQL query handling, whileBigQuery Studiomakes data...
Since then, its tool suite of cloud services has been expanded rapidly, with Cloud AI being among the most recent additions. Other services include computing resources, networking, data storage, IoT, security, app deployment, and management tools. GCP has an especially strong focus on data ...
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Google Cloud Platform provides the Compute Engine, which is a a computing and hosting service that lets you create and run virtual machines on Google infrastructure. The Compute Engine provides a Linux or a Windows VM. To run TAO Toolkit, you will need to set up a Linux VM....
Since then, its tool suite of cloud services has been expanded rapidly, with Cloud AI being among the most recent additions. Other services include computing resources, networking, data storage, IoT, security, app deployment, and management tools. GCP has an especially strong focus on data ...