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Azure Data Factory Skill

Azure Data Factory技能

This skill provides expert guidance for Azure Data Factory. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.
本技能为Azure Data Factory提供专业指导，涵盖故障排查、最佳实践、决策制定、架构与设计模式、限制与配额、安全、配置、集成与编码模式以及部署。它结合了本地快速参考内容和远程文档获取能力。

How to Use This Skill

如何使用本技能

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., 
L35-L120
), use 
read_file
with the specified lines. For categories with file links (e.g., 
[security.md](security.md)
), use 
read_file
on the linked reference file
IMPORTANT for Agent: If 
metadata.generated_at
is more than 3 months old, suggest the user pull the latest version from the repository. If 
mcp_microsoftdocs
tools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
  • Preferred: Use 
    mcp_microsoftdocs:microsoft_docs_fetch
    with query string 
    from=learn-agent-skill
    . Returns Markdown.
  • Fallback: Use 
    fetch_webpage
    with query string 
    from=learn-agent-skill&accept=text/markdown
    . Returns Markdown.
Agent注意事项：使用下方的分类索引定位相关章节。对于带有行范围的分类（例如
L35-L120
），使用
read_file
读取指定行；对于带有文件链接的分类（例如
[security.md](security.md)
），使用
read_file
读取链接的参考文件。
Agent注意事项：如果
metadata.generated_at
已超过3个月，建议用户从仓库拉取最新版本。如果
mcp_microsoftdocs
工具不可用，建议用户安装：安装指南
本技能需要网络访问以获取文档内容：
  • 首选方式：使用
    mcp_microsoftdocs:microsoft_docs_fetch
    ，查询字符串为
    from=learn-agent-skill
    ，返回Markdown格式内容。
  • 备选方式：使用
    fetch_webpage
    ，查询字符串为
    from=learn-agent-skill&accept=text/markdown
    ，返回Markdown格式内容。

Category Index

分类索引

CategoryLinesDescription
TroubleshootingL37-L90Diagnosing and fixing ADF issues: connector/format errors, copy & data flow performance, pipelines/triggers, SHIR/SSIS IR problems, security/access, and interpreting failure logs.
Best PracticesL91-L113Performance, DataOps, and reliability best practices for ADF: tuning data flows/copy, optimizing sources/sinks/IR, handling schema drift/errors, and migrating data (HDFS, Netezza, S3) to Azure.
Decision MakingL114-L132Guidance for architectural and cost decisions in ADF: choosing runtimes/compute/connectors, planning upgrades/migrations (SSIS, Synapse, Fabric), and optimizing pricing and reserved capacity.
Architecture & Design PatternsL133-L143Patterns and architectures for ADF: efficient mapping data flows, metadata‑driven copy, SSIS IR with SQL MI/failover/VNet, Cosmos DB migration, and SAP CDC design.
Limits & QuotasL144-L149Covers ADF data flow reservation discounts plus common limits, quotas, throttling behaviors, and frequently asked questions about Azure Data Factory capacity and usage.
SecurityL150-L180Securing Data Factory with identity, encryption, Key Vault, and Azure Policy, plus network controls like VNets, Private Link, firewalls, private endpoints, and secure runtimes (Azure-SSIS, self-hosted).
ConfigurationL181-L305Configuring ADF: datasets, linked services, runtimes, triggers, activities, data flows, formats, monitoring, DevOps/CI/CD, SAP CDC, SSIS IR, and global/trigger parameters.
Integrations & Coding PatternsL306-L481Patterns and how-tos for integrating ADF with many data sources, using connectors, mapping data flow functions, activities, templates, and orchestrating Databricks, Synapse, SSIS, and ML jobs.
DeploymentL482-L495CI/CD and deployment for ADF: ARM/linked templates, Azure DevOps pipelines, hotfix flows, pre/post scripts, IR automation, SSIS job migration, and runtime network migration.
分类行范围描述
故障排查L37-L90诊断并修复ADF问题：连接器/格式错误、复制与数据流性能问题、管道/触发器问题、SHIR/SSIS IR问题、安全/访问问题，以及解读失败日志。
最佳实践L91-L113ADF的性能、DataOps和可靠性最佳实践：调优数据流/复制操作、优化源/接收器/IR、处理架构漂移/错误，以及将数据（HDFS、Netezza、S3）迁移到Azure。
决策制定L114-L132ADF架构与成本决策指导：选择运行时/计算资源/连接器、规划升级/迁移（SSIS、Synapse、Fabric），以及优化定价和预留容量。
架构与设计模式L133-L143ADF的模式与架构：高效映射数据流、元数据驱动的复制、搭配SQL MI/故障转移/VNet的SSIS IR、Cosmos DB迁移以及SAP CDC设计。
限制与配额L144-L149涵盖ADF数据流预留折扣、常见限制、配额、限流行为，以及关于Azure Data Factory容量和使用的常见问题。
安全L150-L180通过身份认证、加密、Key Vault和Azure Policy保护Data Factory，以及网络控制（如VNet、Private Link、防火墙、专用端点）和安全运行时（Azure-SSIS、自托管）。
配置L181-L305ADF配置：数据集、链接服务、运行时、触发器、活动、数据流、格式、监控、DevOps/CI/CD、SAP CDC、SSIS IR以及全局/触发器参数。
集成与编码模式L306-L481ADF与多种数据源集成的模式和操作指南，包括使用连接器、映射数据流函数、活动、模板，以及编排Databricks、Synapse、SSIS和ML作业。
部署L482-L495ADF的CI/CD与部署：ARM/链接模板、Azure DevOps管道、热修复流程、部署前后脚本、IR自动化、SSIS作业迁移以及运行时网络迁移。

Troubleshooting

故障排查

TopicURL
Troubleshoot Azure Data Factory change data capturehttps://learn.microsoft.com/en-us/azure/data-factory/change-data-capture-troubleshoot
Troubleshoot CI/CD, Azure DevOps, and GitHub integration for ADFhttps://learn.microsoft.com/en-us/azure/data-factory/ci-cd-github-troubleshoot-guide
Resolve common Azure Data Factory connector upgrade issueshttps://learn.microsoft.com/en-us/azure/data-factory/connector-deprecation-frequently-asked-questions
Resolve Azure Data Factory Amazon S3 connector errorshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-amazon-simple-storage-service
Fix Azure Blob Storage connector issues in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-blob-storage
Troubleshoot Azure Cosmos DB connectors in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-cosmos-db
Resolve Azure Data Explorer connector problems in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-data-explorer
Troubleshoot Azure Data Lake Storage connectors in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-data-lake
Resolve Azure Files connector errors in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-files
Troubleshoot Azure Table Storage connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-table-storage
Fix DB2 connector problems in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-db2
Troubleshoot delimited text format connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-delimited-text
Resolve Dynamics 365 and Dataverse connector issueshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-dynamics-dataverse
Troubleshoot file system connector failures in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-file-system
Troubleshoot FTP, SFTP, and HTTP connectors in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-ftp-sftp-http
Fix Google Ads connector errors in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-google-ads
Troubleshoot Azure Data Factory connector failureshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-guide
Troubleshoot Hive connector issues in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-hive
Troubleshoot Microsoft Fabric Lakehouse connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-microsoft-fabric-lakehouse
Fix Microsoft Fabric Warehouse connector issues in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-microsoft-fabric-warehouse
Resolve MongoDB connector problems in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-mongodb
Resolve Oracle connector issues in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-oracle
Troubleshoot ORC format connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-orc
Fix Parquet format connector issues in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-parquet
Fix Azure Database for PostgreSQL connector issueshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-postgresql
Troubleshoot REST connector errors in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-rest
Resolve Salesforce and Service Cloud connector issueshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-salesforce
Troubleshoot SAP Table and BW Open Hub connectorshttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-sap
Fix ServiceNow connector problems in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-servicenow
Troubleshoot SharePoint Online list connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-sharepoint-online-list
Resolve Shopify connector issues in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-shopify
Troubleshoot Snowflake connector errors in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-snowflake
Troubleshoot SQL-based connectors in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-synapse-sql
Fix Teradata connector failures in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-teradata
Fix XML format connector problems in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-xml
Troubleshoot Copy activity performance issueshttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance-troubleshooting
Troubleshoot external control activities in ADF pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/data-factory-troubleshoot-guide
Diagnose and fix Azure Data Factory Studio issueshttps://learn.microsoft.com/en-us/azure/data-factory/data-factory-ux-troubleshoot-guide
Troubleshoot mapping data flow connector and format issueshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-troubleshoot-connector-format
Resolve mapping data flow issues in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-troubleshoot-guide
Work around known Azure Data Factory issueshttps://learn.microsoft.com/en-us/azure/data-factory/known-issues-troubleshoot-guide
Troubleshoot Azure Data Factory pipeline orchestration and triggershttps://learn.microsoft.com/en-us/azure/data-factory/pipeline-trigger-troubleshoot-guide
Debug SAP CDC connector issues via SHIR logshttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-debug-shir-logs
Resolve security and access control issues in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/security-and-access-control-troubleshoot-guide
Use the self-hosted integration runtime diagnostic toolhttps://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-diagnostic-tool
Diagnose and fix self-hosted IR issues in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-troubleshoot-guide
Troubleshoot SSIS IR connectivity with diagnose featurehttps://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-diagnose-connectivity-faq
Diagnose and fix SSIS IR management issueshttps://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-management-troubleshoot
Troubleshoot SSIS package execution on SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-ssis-activity-faq
Interpret pipeline failure status and error messages in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-pipeline-failure-error-handling
主题URL
排查Azure Data Factory变更数据捕获问题https://learn.microsoft.com/en-us/azure/data-factory/change-data-capture-troubleshoot
排查ADF的CI/CD、Azure DevOps和GitHub集成问题https://learn.microsoft.com/en-us/azure/data-factory/ci-cd-github-troubleshoot-guide
解决Azure Data Factory连接器升级常见问题https://learn.microsoft.com/en-us/azure/data-factory/connector-deprecation-frequently-asked-questions
解决Azure Data Factory Amazon S3连接器错误https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-amazon-simple-storage-service
修复ADF中的Azure Blob Storage连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-blob-storage
排查Data Factory中的Azure Cosmos DB连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-cosmos-db
解决ADF中的Azure Data Explorer连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-data-explorer
排查ADF中的Azure Data Lake Storage连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-data-lake
解决Data Factory中的Azure Files连接器错误https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-files
排查ADF中的Azure Table Storage连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-azure-table-storage
修复Azure Data Factory中的DB2连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-db2
排查ADF中的分隔文本格式连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-delimited-text
解决Dynamics 365和Dataverse连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-dynamics-dataverse
排查Azure Data Factory中的文件系统连接器故障https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-file-system
排查ADF中的FTP、SFTP和HTTP连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-ftp-sftp-http
修复Azure Data Factory中的Google Ads连接器错误https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-google-ads
排查Azure Data Factory连接器故障https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-guide
排查Data Factory中的Hive连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-hive
排查ADF中的Microsoft Fabric Lakehouse连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-microsoft-fabric-lakehouse
修复ADF中的Microsoft Fabric Warehouse连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-microsoft-fabric-warehouse
解决Azure Data Factory中的MongoDB连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-mongodb
解决Azure Data Factory中的Oracle连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-oracle
排查Azure Data Factory中的ORC格式连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-orc
修复Data Factory中的Parquet格式连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-parquet
修复Azure Database for PostgreSQL连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-postgresql
排查Azure Data Factory中的REST连接器错误https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-rest
解决Salesforce和Service Cloud连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-salesforce
排查SAP Table和BW Open Hub连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-sap
修复Azure Data Factory中的ServiceNow连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-servicenow
排查ADF中的SharePoint Online列表连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-sharepoint-online-list
解决Azure Data Factory中的Shopify连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-shopify
排查Data Factory中的Snowflake连接器错误https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-snowflake
排查Azure Data Factory中的SQL类连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-synapse-sql
修复Azure Data Factory中的Teradata连接器故障https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-teradata
修复Azure Data Factory中的XML格式连接器问题https://learn.microsoft.com/en-us/azure/data-factory/connector-troubleshoot-xml
排查复制活动性能问题https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance-troubleshooting
排查ADF管道中的外部控制活动问题https://learn.microsoft.com/en-us/azure/data-factory/data-factory-troubleshoot-guide
诊断并修复Azure Data Factory Studio问题https://learn.microsoft.com/en-us/azure/data-factory/data-factory-ux-troubleshoot-guide
排查映射数据流的连接器和格式问题https://learn.microsoft.com/en-us/azure/data-factory/data-flow-troubleshoot-connector-format
解决Azure Data Factory中的映射数据流问题https://learn.microsoft.com/en-us/azure/data-factory/data-flow-troubleshoot-guide
规避Azure Data Factory已知问题https://learn.microsoft.com/en-us/azure/data-factory/known-issues-troubleshoot-guide
排查Azure Data Factory管道编排和触发器问题https://learn.microsoft.com/en-us/azure/data-factory/pipeline-trigger-troubleshoot-guide
通过SHIR日志调试SAP CDC连接器问题https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-debug-shir-logs
解决Azure Data Factory中的安全和访问控制问题https://learn.microsoft.com/en-us/azure/data-factory/security-and-access-control-troubleshoot-guide
使用自托管集成运行时诊断工具https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-diagnostic-tool
诊断并修复Data Factory中的自托管IR问题https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-troubleshoot-guide
使用诊断功能排查SSIS IR连接问题https://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-diagnose-connectivity-faq
诊断并修复SSIS IR管理问题https://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-management-troubleshoot
排查SSIS IR上的SSIS包执行问题https://learn.microsoft.com/en-us/azure/data-factory/ssis-integration-runtime-ssis-activity-faq
解读ADF中的管道失败状态和错误消息https://learn.microsoft.com/en-us/azure/data-factory/tutorial-pipeline-failure-error-handling

Best Practices

最佳实践

TopicURL
Apply DataOps practices to Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/apply-dataops
Use column patterns in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-column-pattern
Reuse logic with flowlets in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-flowlet
Tune mapping data flow performance in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance
Optimize sink performance in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-sinks
Optimize source performance in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-sources
Improve transformation performance in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-transformations
Handle schema drift in Data Factory mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-schema-drift
Tune integration runtime performance for data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime-performance
Tune Azure-SSIS integration runtime for high performancehttps://learn.microsoft.com/en-us/azure/data-factory/configure-azure-ssis-integration-runtime-performance
Optimize Azure Data Factory copy activity performancehttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance
Migrate on-premises HDFS data to Azure Storagehttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-hdfs-azure-storage
Migrate Netezza data to Azure with Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-netezza-azure-sqldw
Migrate data from Amazon S3 to Azure Storage with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-s3-azure-storage
Dedupe rows and detect nulls using ADF data flow snippetshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-data-flow-dedupe-nulls-snippets
Handle error rows and truncation in ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-data-flow-error-rows
Implement BCDR strategies for Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/pipelines-disaster-recovery
Apply advanced SAP CDC features and best practiceshttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-advanced-topics
Apply data flow best practices for writing to data lakehttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-data-flow-write-to-lake
主题URL
在Azure Data Factory中应用DataOps实践https://learn.microsoft.com/en-us/azure/data-factory/apply-dataops
在映射数据流中使用列模式https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-column-pattern
在映射数据流中使用flowlets复用逻辑https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-flowlet
调优Data Factory中的映射数据流性能https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance
优化映射数据流中的接收器性能https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-sinks
优化映射数据流中的源性能https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-sources
提升映射数据流中的转换性能https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-transformations
在Data Factory映射数据流中处理架构漂移https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-schema-drift
调优数据流的集成运行时性能https://learn.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime-performance
调优Azure-SSIS集成运行时以实现高性能https://learn.microsoft.com/en-us/azure/data-factory/configure-azure-ssis-integration-runtime-performance
优化Azure Data Factory复制活动性能https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance
将本地HDFS数据迁移到Azure存储https://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-hdfs-azure-storage
使用Data Factory将Netezza数据迁移到Azurehttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-netezza-azure-sqldw
使用ADF将Amazon S3数据迁移到Azure存储https://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-s3-azure-storage
使用ADF数据流片段去重行和检测空值https://learn.microsoft.com/en-us/azure/data-factory/how-to-data-flow-dedupe-nulls-snippets
在ADF数据流中处理错误行和截断问题https://learn.microsoft.com/en-us/azure/data-factory/how-to-data-flow-error-rows
为Data Factory管道实施BCDR策略https://learn.microsoft.com/en-us/azure/data-factory/pipelines-disaster-recovery
应用SAP CDC高级功能和最佳实践https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-advanced-topics
应用数据流最佳实践写入数据湖https://learn.microsoft.com/en-us/azure/data-factory/tutorial-data-flow-write-to-lake

Decision Making

决策制定

TopicURL
Use automatic connector upgrades in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/automatic-connector-upgrade
Interpret pricing examples for ADF integration runtimeshttps://learn.microsoft.com/en-us/azure/data-factory/better-understand-different-integration-runtime-charges
Choose the right integration runtime architecturehttps://learn.microsoft.com/en-us/azure/data-factory/choose-the-right-integration-runtime-configuration
Choose compute environments for Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/compute-linked-services
Use connector upgrade advisor for ADF and Synapsehttps://learn.microsoft.com/en-us/azure/data-factory/connector-upgrade-advisor
Decide how and when to upgrade ADF connectorshttps://learn.microsoft.com/en-us/azure/data-factory/connector-upgrade-guidance
Buy and use ADF data flow reserved capacity for cost savingshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-reserved-capacity-overview
Plan data lake and EDW migration to Azure with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-overview
Assess Azure Data Factory pipelines for Fabric migrationhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-assess-your-azure-data-factory-to-fabric-data-factory-migration
Choose and provision Enterprise Edition Azure-SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-azure-ssis-ir-enterprise-edition
Assess and upgrade Azure Data Factory pipelines to Fabrichttps://learn.microsoft.com/en-us/azure/data-factory/how-to-upgrade-your-azure-data-factory-pipelines-to-fabric-data-factory
Modernize Azure Synapse pipelines to Fabric Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-upgrade-your-azure-synapse-analytics-pipelines-to-fabric-data-factory
Plan and manage Azure Data Factory costshttps://learn.microsoft.com/en-us/azure/data-factory/plan-manage-costs
Assess and plan SSIS migration to Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/scenario-ssis-migration-overview
Apply SSIS migration assessment rules for ADF/Synapsehttps://learn.microsoft.com/en-us/azure/data-factory/scenario-ssis-migration-rules
主题URL
在Azure Data Factory中使用自动连接器升级https://learn.microsoft.com/en-us/azure/data-factory/automatic-connector-upgrade
解读ADF集成运行时定价示例https://learn.microsoft.com/en-us/azure/data-factory/better-understand-different-integration-runtime-charges
选择合适的集成运行时架构https://learn.microsoft.com/en-us/azure/data-factory/choose-the-right-integration-runtime-configuration
为Data Factory选择计算环境https://learn.microsoft.com/en-us/azure/data-factory/compute-linked-services
为ADF和Synapse使用连接器升级顾问https://learn.microsoft.com/en-us/azure/data-factory/connector-upgrade-advisor
决定升级ADF连接器的方式和时机https://learn.microsoft.com/en-us/azure/data-factory/connector-upgrade-guidance
购买并使用ADF数据流预留容量以节省成本https://learn.microsoft.com/en-us/azure/data-factory/data-flow-reserved-capacity-overview
使用ADF规划数据湖和EDW迁移到Azurehttps://learn.microsoft.com/en-us/azure/data-factory/data-migration-guidance-overview
评估Azure Data Factory管道以迁移到Fabrichttps://learn.microsoft.com/en-us/azure/data-factory/how-to-assess-your-azure-data-factory-to-fabric-data-factory-migration
选择并配置企业版Azure-SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-azure-ssis-ir-enterprise-edition
评估并升级Azure Data Factory管道到Fabrichttps://learn.microsoft.com/en-us/azure/data-factory/how-to-upgrade-your-azure-data-factory-pipelines-to-fabric-data-factory
将Azure Synapse管道现代化为Fabric Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-upgrade-your-azure-synapse-analytics-pipelines-to-fabric-data-factory
规划和管理Azure Data Factory成本https://learn.microsoft.com/en-us/azure/data-factory/plan-manage-costs
评估并规划SSIS迁移到Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/scenario-ssis-migration-overview
为ADF/Synapse应用SSIS迁移评估规则https://learn.microsoft.com/en-us/azure/data-factory/scenario-ssis-migration-rules

Architecture & Design Patterns

架构与设计模式

TopicURL
Design efficient pipelines using mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-pipelines
Configure Azure-SSIS IR with SQL failover groupshttps://learn.microsoft.com/en-us/azure/data-factory/configure-bcdr-azure-ssis-integration-runtime
Build metadata-driven large-scale copy pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/copy-data-tool-metadata-driven
Migrate Azure SQL schemas to Azure Cosmos DB with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-sqldb-to-cosmosdb
Use Azure SQL Managed Instance with Azure-SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-use-sql-managed-instance-with-ir
Decide when and how to join Azure-SSIS integration runtime to a virtual networkhttps://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network
Understand architecture of SAP CDC in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-introduction-architecture
主题URL
使用映射数据流设计高效管道https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-performance-pipelines
为Azure-SSIS IR配置SQL故障转移组https://learn.microsoft.com/en-us/azure/data-factory/configure-bcdr-azure-ssis-integration-runtime
构建元数据驱动的大规模复制管道https://learn.microsoft.com/en-us/azure/data-factory/copy-data-tool-metadata-driven
使用ADF将Azure SQL架构迁移到Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-sqldb-to-cosmosdb
将Azure SQL托管实例与Azure-SSIS IR配合使用https://learn.microsoft.com/en-us/azure/data-factory/how-to-use-sql-managed-instance-with-ir
决定何时以及如何将Azure-SSIS集成运行时加入虚拟网络https://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network
理解Data Factory中SAP CDC的架构https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-introduction-architecture

Limits & Quotas

限制与配额

TopicURL
Understand reservation discounts for ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-understand-reservation-charges
Azure Data Factory FAQ with limits and behaviorshttps://learn.microsoft.com/en-us/azure/data-factory/frequently-asked-questions
主题URL
理解ADF数据流的预留折扣https://learn.microsoft.com/en-us/azure/data-factory/data-flow-understand-reservation-charges
Azure Data Factory限制与行为常见问题https://learn.microsoft.com/en-us/azure/data-factory/frequently-asked-questions

Security

安全

TopicURL
Allow Azure Integration Runtime IP ranges through firewallshttps://learn.microsoft.com/en-us/azure/data-factory/azure-integration-runtime-ip-addresses
Configure VNet injection for Azure-SSIS IR securelyhttps://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-virtual-network-configuration
Configure roles and permissions for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/concepts-roles-permissions
Configure outbound FQDN allow lists with Azure Policy for ADFhttps://learn.microsoft.com/en-us/azure/data-factory/configure-outbound-allow-list-azure-policy
Use Azure credentials and managed identities in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/credentials
Plan secure data access strategies for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-access-strategies
Configure Azure Private Link for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-factory-private-link
Configure managed identities for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-factory-service-identity
Security infrastructure and data movement in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/data-movement-security-considerations
Enable Microsoft Entra authentication for Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/enable-aad-authentication-azure-ssis-ir
Enable customer-managed keys (BYOK) for ADF encryptionhttps://learn.microsoft.com/en-us/azure/data-factory/enable-customer-managed-key
Encrypt credentials for self-hosted integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/encrypt-credentials-self-hosted-integration-runtime
Access secured Purview from Data Factory via private endpointshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-access-secured-purview-account
Use Azure Key Vault secrets in ADF pipeline activitieshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-use-azure-key-vault-secrets-pipeline-activities
Join Azure-SSIS IR to VNet using PowerShellhttps://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network-powershell
Join Azure-SSIS IR to VNet via portalhttps://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network-ui
Use managed virtual networks and private endpoints in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/managed-virtual-network-private-endpoint
Use built-in Azure Policy definitions for Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/policy-reference
Secure Azure Data Factory with network and identity controlshttps://learn.microsoft.com/en-us/azure/data-factory/secure-your-azure-data-factory
Detect and mask PII data with ADF solution templatehttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-pii-detection-and-masking
Configure Windows authentication for SSIS packages in Azurehttps://learn.microsoft.com/en-us/azure/data-factory/ssis-azure-connect-with-windows-auth
Store ADF credentials securely in Azure Key Vaulthttps://learn.microsoft.com/en-us/azure/data-factory/store-credentials-in-key-vault
Use private endpoints to securely copy data with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-copy-data-portal-private
Configure Azure-SSIS integration runtime in virtual networkhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-deploy-ssis-virtual-network
Secure self-hosted integration runtime with TLS from intranethttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-enable-remote-access-intranet-tls-ssl-certificate
Secure on-prem SQL access via Data Factory managed VNethttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-on-premise-sql-server
Configure private endpoint access to SQL Managed Instance from Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-sql-managed-instance
主题URL
允许Azure集成运行时IP范围通过防火墙https://learn.microsoft.com/en-us/azure/data-factory/azure-integration-runtime-ip-addresses
安全配置Azure-SSIS IR的VNet注入https://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-virtual-network-configuration
配置Azure Data Factory的角色和权限https://learn.microsoft.com/en-us/azure/data-factory/concepts-roles-permissions
为ADF配置Azure Policy的出站FQDN允许列表https://learn.microsoft.com/en-us/azure/data-factory/configure-outbound-allow-list-azure-policy
在ADF中使用Azure凭据和托管标识https://learn.microsoft.com/en-us/azure/data-factory/credentials
为Azure Data Factory规划安全数据访问策略https://learn.microsoft.com/en-us/azure/data-factory/data-access-strategies
为Azure Data Factory配置Azure Private Linkhttps://learn.microsoft.com/en-us/azure/data-factory/data-factory-private-link
为Azure Data Factory配置托管标识https://learn.microsoft.com/en-us/azure/data-factory/data-factory-service-identity
ADF中的安全基础设施和数据移动https://learn.microsoft.com/en-us/azure/data-factory/data-movement-security-considerations
为Azure-SSIS集成运行时启用Microsoft Entra身份验证https://learn.microsoft.com/en-us/azure/data-factory/enable-aad-authentication-azure-ssis-ir
为ADF加密启用客户管理密钥（BYOK）https://learn.microsoft.com/en-us/azure/data-factory/enable-customer-managed-key
加密自托管集成运行时的凭据https://learn.microsoft.com/en-us/azure/data-factory/encrypt-credentials-self-hosted-integration-runtime
通过专用端点从Data Factory访问受保护的Purviewhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-access-secured-purview-account
在ADF管道活动中使用Azure Key Vault机密https://learn.microsoft.com/en-us/azure/data-factory/how-to-use-azure-key-vault-secrets-pipeline-activities
使用PowerShell将Azure-SSIS IR加入VNethttps://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network-powershell
通过门户将Azure-SSIS IR加入VNethttps://learn.microsoft.com/en-us/azure/data-factory/join-azure-ssis-integration-runtime-virtual-network-ui
在ADF中使用托管虚拟网络和专用端点https://learn.microsoft.com/en-us/azure/data-factory/managed-virtual-network-private-endpoint
使用Data Factory的内置Azure Policy定义https://learn.microsoft.com/en-us/azure/data-factory/policy-reference
通过网络和身份控制保护Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/secure-your-azure-data-factory
使用ADF解决方案模板检测和屏蔽PII数据https://learn.microsoft.com/en-us/azure/data-factory/solution-template-pii-detection-and-masking
为Azure中的SSIS包配置Windows身份验证https://learn.microsoft.com/en-us/azure/data-factory/ssis-azure-connect-with-windows-auth
将ADF凭据安全存储在Azure Key Vault中https://learn.microsoft.com/en-us/azure/data-factory/store-credentials-in-key-vault
使用专用端点通过ADF安全复制数据https://learn.microsoft.com/en-us/azure/data-factory/tutorial-copy-data-portal-private
在虚拟网络中配置Azure-SSIS集成运行时https://learn.microsoft.com/en-us/azure/data-factory/tutorial-deploy-ssis-virtual-network
使用TLS从内网保护自托管集成运行时https://learn.microsoft.com/en-us/azure/data-factory/tutorial-enable-remote-access-intranet-tls-ssl-certificate
通过Data Factory托管VNet保护本地SQL访问https://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-on-premise-sql-server
配置从Data Factory到SQL托管实例的专用端点访问https://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-sql-managed-instance

Configuration

配置

TopicURL
Define and use global parameters in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/author-global-parameters
Configure connections and global settings in ADF management hubhttps://learn.microsoft.com/en-us/azure/data-factory/author-management-hub
Configure express virtual network injection for Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-express-virtual-network-injection
Manage SSIS packages with Azure-SSIS package storehttps://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-package-store
Configure standard virtual network injection for Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-standard-virtual-network-injection
Reference built-in and preinstalled components on Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/built-in-preinstalled-components-ssis-integration-runtime
Define and configure datasets in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/concepts-datasets-linked-services
Configure integration runtimes in Data Factory and Synapsehttps://learn.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime
Define and configure linked services in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/concepts-linked-services
Configure Azure Data Factory Oracle connector settingshttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle
Configure custom ARM template parameters for ADF CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-resource-manager-custom-parameters
Configure Append Variable activity in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-append-variable-activity
Configure Data Flow activity executionhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-execute-data-flow-activity
Configure Execute Pipeline activity in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-execute-pipeline-activity
Use Azure Data Factory expression language and functionshttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-expression-language-functions
Use Fail activity to raise custom errors in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-fail-activity
Configure Filter activity for arrays in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-filter-activity
Configure ForEach activity loops in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-for-each-activity
Use Get Metadata activity in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-get-metadata-activity
Configure If Condition activity in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-if-condition-activity
Configure Lookup activity for external data in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-lookup-activity
Use Power Query activity for data wranglinghttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-power-query-activity
Use Set Variable activity and pipeline return valueshttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-set-variable-activity
Configure Switch activity for conditional routing in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-switch-activity
Use system variables in Azure Data Factory expressionshttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-system-variables
Configure Until activity loops in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-until-activity
Configure Validation activity for dataset readiness in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-validation-activity
Use Wait activity to pause Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-wait-activity
Enable data consistency verification in ADF copyhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-data-consistency
Configure fault tolerance for Copy activityhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-fault-tolerance
Configure session logging for Copy activityhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-log
Configure monitoring for ADF copy activitieshttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-monitoring
Configure Copy activity in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-overview
Use Copy activity performance optimization featureshttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance-features
Preserve metadata and ACLs in ADF copy activityhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-preserve-metadata
Configure schema and data type mapping in Copy activityhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-schema-and-type-mapping
Use the Copy Data tool in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/copy-data-tool
Create and configure Azure integration runtimeshttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-integration-runtime
Provision Azure-SSIS integration runtime in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime
Create Azure-SSIS integration runtime via Azure portalhttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-portal
Create Azure-SSIS integration runtime via PowerShellhttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-powershell
Deploy Azure-SSIS IR using ARM templateshttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-resource-manager-template
Create and configure self-hosted integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/create-self-hosted-integration-runtime
Create shared self-hosted IR with PowerShellhttps://learn.microsoft.com/en-us/azure/data-factory/create-shared-self-hosted-integration-runtime-powershell
Configure cross-tenant Azure DevOps connections for ADFhttps://learn.microsoft.com/en-us/azure/data-factory/cross-tenant-connections-to-azure-devops
Configure Aggregate transformation in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-aggregate
Configure Alter row transformation for database updateshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-alter-row
Set and use Assert transformation in data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-assert
Use Cast transformation to change column data typeshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-cast
Configure Conditional split transformation in data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-conditional-split
Configure Derived column transformation in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-derived-column
Configure Exists transformation for row matchinghttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-exists
Configure Filter transformation to remove rowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-filter
Configure Flatten transformation for hierarchical datahttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-flatten
Use Flowlet transformation to reuse data flow logichttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-flowlet
Configure Join transformation to combine data sourceshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-join
Configure Lookup transformations in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-lookup
Configure multiple branches in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-new-branch
Configure Parse transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-parse
Configure Pivot transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-pivot
Configure Rank transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-rank
Author and configure mapping data flow scripthttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-script
Configure Select transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-select
Configure sink settings in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-sink
Configure Sort transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-sort
Configure source settings in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-source
Configure Stringify transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-stringify
Configure Surrogate Key transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-surrogate-key
Configure Union transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-union
Configure Unpivot transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-unpivot
Configure Window transformation in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-window
Configure Delete activity for file cleanuphttps://learn.microsoft.com/en-us/azure/data-factory/delete-activity
Configure Avro format options in ADF and Synapsehttps://learn.microsoft.com/en-us/azure/data-factory/format-avro
Configure binary dataset format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-binary
Configure Common Data Model format in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-common-data-model
Configure delimited text datasets in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-delimited-text
Configure Delta Lake format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-delta
Configure Excel file format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-excel
Configure Iceberg table format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-iceberg
Configure JSON file format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-json
Configure ORC format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-orc
Configure Parquet format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-parquet
Configure XML format in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/format-xml
Configure Bring Your Own Driver connectors in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/guidance-for-byod-approach
Customize Azure-SSIS integration runtime setup with additional componentshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-azure-ssis-ir-custom-setup
Configure SHIR for Azure Log Analytics collectionhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-shir-for-log-analytics-collection
Configure custom Event Grid triggers for Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-create-custom-event-trigger
Create storage event-based triggers in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-create-event-trigger
Configure schedule triggers in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-create-schedule-trigger
Configure tumbling window triggers in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-create-tumbling-window-trigger
Develop and install licensed SSIS IR components in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-develop-azure-ssis-ir-licensed-components
Use parameters and expression language in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-expression-language-functions
Manage Azure Data Factory studio settings and preferenceshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-manage-settings
Control Azure Data Factory studio preview experiencehttps://learn.microsoft.com/en-us/azure/data-factory/how-to-manage-studio-preview-exp
Run self-hosted IR in Windows containershttps://learn.microsoft.com/en-us/azure/data-factory/how-to-run-self-hosted-integration-runtime-in-windows-container
Schedule start and stop of Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/how-to-schedule-azure-ssis-integration-runtime
Use trigger metadata parameters in ADF pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-use-trigger-parameterization
Reconfigure Azure-SSIS integration runtime settingshttps://learn.microsoft.com/en-us/azure/data-factory/manage-azure-ssis-integration-runtime
Configure diagnostic settings and Log Analytics for ADFhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-configure-diagnostics
Monitor Azure Data Factory with Azure Monitorhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-data-factory
Use monitoring reference data for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-data-factory-reference
Configure monitoring for Azure Data Factory integration runtimeshttps://learn.microsoft.com/en-us/azure/data-factory/monitor-integration-runtime
Monitor integration runtimes in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-integration-runtime
Set up ADF diagnostic logs via Azure Monitor REST APIhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-logs-rest
Configure monitoring for managed VNet integration runtimeshttps://learn.microsoft.com/en-us/azure/data-factory/monitor-managed-virtual-network-integration-runtime
Monitor SHIR Azure VMs with diagnosticshttps://learn.microsoft.com/en-us/azure/data-factory/monitor-shir-in-azure
Monitor SSIS operations in ADF using Azure Monitorhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-ssis
Visually monitor pipelines and activities in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-visually
Apply naming rules for Azure Data Factory artifactshttps://learn.microsoft.com/en-us/azure/data-factory/naming-rules
Parameterize linked services in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/parameterize-linked-services
Parameterize mapping data flows from ADF pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/parameters-data-flow
Operate and configure SAP CDC processes in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-management
Set up SAP CDC linked service and datasethttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-prepare-linked-service-source-dataset
Configure prerequisites for the SAP CDC connectorhttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-prerequisites-configuration
Configure self-hosted IR for SAP CDC connectorhttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-shir-preparation
Configure SHIR autoupdate and expiry notificationshttps://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-auto-update
Configure self-hosted integration runtime as proxy for Azure-SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-proxy-ssis
Configure source control for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/source-control
Supported file formats and compression in ADF copyhttps://learn.microsoft.com/en-us/azure/data-factory/supported-file-formats-and-compression-codecs
Configure tumbling window trigger dependencies in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/tumbling-window-trigger-dependency
Return values from child pipelines in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-pipeline-return-value
主题URL
在Azure Data Factory中定义和使用全局参数https://learn.microsoft.com/en-us/azure/data-factory/author-global-parameters
在ADF管理中心配置连接和全局设置https://learn.microsoft.com/en-us/azure/data-factory/author-management-hub
为Azure-SSIS集成运行时配置快速虚拟网络注入https://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-express-virtual-network-injection
使用Azure-SSIS包存储管理SSIS包https://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-package-store
为Azure-SSIS集成运行时配置标准虚拟网络注入https://learn.microsoft.com/en-us/azure/data-factory/azure-ssis-integration-runtime-standard-virtual-network-injection
引用Azure-SSIS集成运行时上的内置和预安装组件https://learn.microsoft.com/en-us/azure/data-factory/built-in-preinstalled-components-ssis-integration-runtime
在Data Factory中定义和配置数据集https://learn.microsoft.com/en-us/azure/data-factory/concepts-datasets-linked-services
在Data Factory和Synapse中配置集成运行时https://learn.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime
在Data Factory中定义和配置链接服务https://learn.microsoft.com/en-us/azure/data-factory/concepts-linked-services
配置Azure Data Factory Oracle连接器设置https://learn.microsoft.com/en-us/azure/data-factory/connector-oracle
为ADF CI/CD配置自定义ARM模板参数https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-resource-manager-custom-parameters
在Data Factory中配置追加变量活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-append-variable-activity
配置数据流活动执行https://learn.microsoft.com/en-us/azure/data-factory/control-flow-execute-data-flow-activity
在Azure Data Factory中配置执行管道活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-execute-pipeline-activity
使用Azure Data Factory表达式语言和函数https://learn.microsoft.com/en-us/azure/data-factory/control-flow-expression-language-functions
使用失败活动在Data Factory中引发自定义错误https://learn.microsoft.com/en-us/azure/data-factory/control-flow-fail-activity
在Data Factory中配置数组筛选活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-filter-activity
在Data Factory中配置ForEach活动循环https://learn.microsoft.com/en-us/azure/data-factory/control-flow-for-each-activity
在Azure Data Factory中使用获取元数据活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-get-metadata-activity
在Data Factory中配置条件分支活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-if-condition-activity
在Data Factory中配置外部数据查找活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-lookup-activity
使用Power Query活动进行数据整理https://learn.microsoft.com/en-us/azure/data-factory/control-flow-power-query-activity
使用设置变量活动和管道返回值https://learn.microsoft.com/en-us/azure/data-factory/control-flow-set-variable-activity
在Data Factory中配置条件路由切换活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-switch-activity
在Azure Data Factory表达式中使用系统变量https://learn.microsoft.com/en-us/azure/data-factory/control-flow-system-variables
在Data Factory中配置Until活动循环https://learn.microsoft.com/en-us/azure/data-factory/control-flow-until-activity
在Data Factory中配置数据集就绪验证活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-validation-activity
使用等待活动暂停Data Factory管道https://learn.microsoft.com/en-us/azure/data-factory/control-flow-wait-activity
在ADF复制中启用数据一致性验证https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-data-consistency
为复制活动配置容错https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-fault-tolerance
为复制活动配置会话日志https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-log
为ADF复制活动配置监控https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-monitoring
在Azure Data Factory中配置复制活动https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-overview
使用复制活动性能优化功能https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-performance-features
在ADF复制活动中保留元数据和ACLhttps://learn.microsoft.com/en-us/azure/data-factory/copy-activity-preserve-metadata
在复制活动中配置架构和数据类型映射https://learn.microsoft.com/en-us/azure/data-factory/copy-activity-schema-and-type-mapping
使用Azure Data Factory中的复制数据工具https://learn.microsoft.com/en-us/azure/data-factory/copy-data-tool
创建和配置Azure集成运行时https://learn.microsoft.com/en-us/azure/data-factory/create-azure-integration-runtime
在Data Factory中部署Azure-SSIS集成运行时https://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime
通过Azure门户创建Azure-SSIS集成运行时https://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-portal
通过PowerShell创建Azure-SSIS集成运行时https://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-powershell
使用ARM模板部署Azure-SSIS IRhttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-resource-manager-template
创建和配置自托管集成运行时https://learn.microsoft.com/en-us/azure/data-factory/create-self-hosted-integration-runtime
使用PowerShell创建共享自托管IRhttps://learn.microsoft.com/en-us/azure/data-factory/create-shared-self-hosted-integration-runtime-powershell
为ADF配置跨租户Azure DevOps连接https://learn.microsoft.com/en-us/azure/data-factory/cross-tenant-connections-to-azure-devops
在Azure Data Factory中配置聚合转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-aggregate
为数据库更新配置行变更转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-alter-row
在数据流中设置和使用断言转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-assert
使用转换转换更改列数据类型https://learn.microsoft.com/en-us/azure/data-factory/data-flow-cast
在数据流中配置条件拆分转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-conditional-split
在映射数据流中配置派生列转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-derived-column
配置存在转换进行行匹配https://learn.microsoft.com/en-us/azure/data-factory/data-flow-exists
配置筛选转换移除行https://learn.microsoft.com/en-us/azure/data-factory/data-flow-filter
配置展平转换处理分层数据https://learn.microsoft.com/en-us/azure/data-factory/data-flow-flatten
使用Flowlet转换复用数据流逻辑https://learn.microsoft.com/en-us/azure/data-factory/data-flow-flowlet
配置连接转换合并数据源https://learn.microsoft.com/en-us/azure/data-factory/data-flow-join
在映射数据流中配置查找转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-lookup
在映射数据流中配置多分支https://learn.microsoft.com/en-us/azure/data-factory/data-flow-new-branch
在ADF映射数据流中配置解析转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-parse
在ADF映射数据流中配置透视转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-pivot
在ADF映射数据流中配置排名转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-rank
创作和配置映射数据流脚本https://learn.microsoft.com/en-us/azure/data-factory/data-flow-script
在ADF映射数据流中配置选择转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-select
在ADF映射数据流中配置接收器设置https://learn.microsoft.com/en-us/azure/data-factory/data-flow-sink
在ADF映射数据流中配置排序转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-sort
在ADF映射数据流中配置源设置https://learn.microsoft.com/en-us/azure/data-factory/data-flow-source
在ADF映射数据流中配置字符串化转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-stringify
在ADF映射数据流中配置代理键转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-surrogate-key
在ADF映射数据流中配置联合转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-union
在ADF映射数据流中配置逆透视转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-unpivot
在ADF映射数据流中配置窗口转换https://learn.microsoft.com/en-us/azure/data-factory/data-flow-window
配置删除活动进行文件清理https://learn.microsoft.com/en-us/azure/data-factory/delete-activity
在ADF和Synapse中配置Avro格式选项https://learn.microsoft.com/en-us/azure/data-factory/format-avro
在Azure Data Factory中配置二进制数据集格式https://learn.microsoft.com/en-us/azure/data-factory/format-binary
在Data Factory中配置通用数据模型格式https://learn.microsoft.com/en-us/azure/data-factory/format-common-data-model
在Azure Data Factory中配置分隔文本数据集https://learn.microsoft.com/en-us/azure/data-factory/format-delimited-text
在Azure Data Factory中配置Delta Lake格式https://learn.microsoft.com/en-us/azure/data-factory/format-delta
在Azure Data Factory中配置Excel文件格式https://learn.microsoft.com/en-us/azure/data-factory/format-excel
在Azure Data Factory中配置Iceberg表格式https://learn.microsoft.com/en-us/azure/data-factory/format-iceberg
在Azure Data Factory中配置JSON文件格式https://learn.microsoft.com/en-us/azure/data-factory/format-json
在Azure Data Factory中配置ORC格式https://learn.microsoft.com/en-us/azure/data-factory/format-orc
在Azure Data Factory中配置Parquet格式https://learn.microsoft.com/en-us/azure/data-factory/format-parquet
在Azure Data Factory中配置XML格式https://learn.microsoft.com/en-us/azure/data-factory/format-xml
在ADF中配置自带驱动程序（BYOD）连接器https://learn.microsoft.com/en-us/azure/data-factory/guidance-for-byod-approach
使用附加组件自定义Azure-SSIS集成运行时设置https://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-azure-ssis-ir-custom-setup
配置SHIR以收集Azure Log Analytics数据https://learn.microsoft.com/en-us/azure/data-factory/how-to-configure-shir-for-log-analytics-collection
为Data Factory配置自定义事件网格触发器https://learn.microsoft.com/en-us/azure/data-factory/how-to-create-custom-event-trigger
在Data Factory中创建基于存储事件的触发器https://learn.microsoft.com/en-us/azure/data-factory/how-to-create-event-trigger
在Azure Data Factory中配置计划触发器https://learn.microsoft.com/en-us/azure/data-factory/how-to-create-schedule-trigger
在Data Factory中配置滚动窗口触发器https://learn.microsoft.com/en-us/azure/data-factory/how-to-create-tumbling-window-trigger
在ADF中开发和安装授权的SSIS IR组件https://learn.microsoft.com/en-us/azure/data-factory/how-to-develop-azure-ssis-ir-licensed-components
在Azure Data Factory中使用参数和表达式语言https://learn.microsoft.com/en-us/azure/data-factory/how-to-expression-language-functions
管理Azure Data Factory Studio设置和偏好https://learn.microsoft.com/en-us/azure/data-factory/how-to-manage-settings
控制Azure Data Factory Studio预览体验https://learn.microsoft.com/en-us/azure/data-factory/how-to-manage-studio-preview-exp
在Windows容器中运行自托管IRhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-run-self-hosted-integration-runtime-in-windows-container
安排Azure-SSIS集成运行时的启动和停止https://learn.microsoft.com/en-us/azure/data-factory/how-to-schedule-azure-ssis-integration-runtime
在ADF管道中使用触发器元数据参数https://learn.microsoft.com/en-us/azure/data-factory/how-to-use-trigger-parameterization
重新配置Azure-SSIS集成运行时设置https://learn.microsoft.com/en-us/azure/data-factory/manage-azure-ssis-integration-runtime
为ADF配置诊断设置和Log Analyticshttps://learn.microsoft.com/en-us/azure/data-factory/monitor-configure-diagnostics
使用Azure Monitor监控Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/monitor-data-factory
使用Azure Data Factory的监控参考数据https://learn.microsoft.com/en-us/azure/data-factory/monitor-data-factory-reference
为Azure Data Factory集成运行时配置监控https://learn.microsoft.com/en-us/azure/data-factory/monitor-integration-runtime
监控Azure Data Factory中的集成运行时https://learn.microsoft.com/en-us/azure/data-factory/monitor-integration-runtime
通过Azure Monitor REST API设置ADF诊断日志https://learn.microsoft.com/en-us/azure/data-factory/monitor-logs-rest
为托管VNet集成运行时配置监控https://learn.microsoft.com/en-us/azure/data-factory/monitor-managed-virtual-network-integration-runtime
使用诊断监控SHIR Azure虚拟机https://learn.microsoft.com/en-us/azure/data-factory/monitor-shir-in-azure
使用Azure Monitor监控ADF中的SSIS操作https://learn.microsoft.com/en-us/azure/data-factory/monitor-ssis
可视化监控ADF中的管道和活动https://learn.microsoft.com/en-us/azure/data-factory/monitor-visually
为Azure Data Factory工件应用命名规则https://learn.microsoft.com/en-us/azure/data-factory/naming-rules
在Azure Data Factory中参数化链接服务https://learn.microsoft.com/en-us/azure/data-factory/parameterize-linked-services
从ADF管道参数化映射数据流https://learn.microsoft.com/en-us/azure/data-factory/parameters-data-flow
在ADF中操作和配置SAP CDC流程https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-management
设置SAP CDC链接服务和数据集https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-prepare-linked-service-source-dataset
配置SAP CDC连接器的先决条件https://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-prerequisites-configuration
为SAP CDC连接器配置自托管IRhttps://learn.microsoft.com/en-us/azure/data-factory/sap-change-data-capture-shir-preparation
配置SHIR自动更新和到期通知https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-auto-update
将自托管集成运行时配置为Azure-SSIS IR的代理https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-proxy-ssis
为Azure Data Factory配置源代码控制https://learn.microsoft.com/en-us/azure/data-factory/source-control
ADF复制支持的文件格式和压缩https://learn.microsoft.com/en-us/azure/data-factory/supported-file-formats-and-compression-codecs
在ADF中配置滚动窗口触发器依赖https://learn.microsoft.com/en-us/azure/data-factory/tumbling-window-trigger-dependency
从Data Factory子管道返回值https://learn.microsoft.com/en-us/azure/data-factory/tutorial-pipeline-return-value

Integrations & Coding Patterns

集成与编码模式

TopicURL
Configure SAP CDC connector to load data into Fabric OneLakehttps://learn.microsoft.com/en-us/azure/data-factory/change-data-capture-from-sap-to-onelake-with-azure-data-factory
Use expression builder for ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-expression-builder
Connect Azure Data Factory to Microsoft Purviewhttps://learn.microsoft.com/en-us/azure/data-factory/connect-data-factory-to-azure-purview
Configure ADF connector for Amazon Marketplace Web Servicehttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-marketplace-web-service
Integrate Amazon RDS for Oracle with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-rds-for-oracle
Copy data from Amazon RDS for SQL Server with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-rds-for-sql-server
Integrate Azure Data Factory with Amazon Redshifthttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-redshift
Copy data from S3-compatible storage using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-s3-compatible-storage
Copy and transform data in Amazon S3 with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-simple-storage-service
Transform AppFigures data with ADF Data Flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-appfigures
Transform Asana data with ADF Data Flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-asana
Copy and transform data in Azure Blob Storage with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-blob-storage
Transform Azure Cosmos DB analytical store data with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-analytical-store
Copy and transform data in Azure Cosmos DB for NoSQLhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-db
Copy data to and from Azure Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-db-mongodb-api
Copy and transform data in Azure Data Explorer with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-explorer
Copy and transform data in Azure Data Lake Storage Gen2https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-storage
Copy data to and from Azure Data Lake Storage Gen1https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-store
Copy data from Azure Database for MariaDB using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-mariadb
Copy and transform data in Azure Database for MySQL with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-mysql
Copy and transform data in Azure Database for PostgreSQLhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-postgresql
Copy data to and from Azure Databricks Delta Lake with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-databricks-delta-lake
Copy data to and from Azure Files using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-file-storage
Copy data into Azure Search index using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-search
Copy and transform data in Azure Synapse Analytics with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-data-warehouse
Copy and transform data in Azure SQL Database with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-database
Copy and transform data in Azure SQL Managed Instancehttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-managed-instance
Copy data to and from Azure Table storage using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-azure-table-storage
Copy data from Cassandra using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-cassandra
Integrate Azure Data Factory with Concur sourcehttps://learn.microsoft.com/en-us/azure/data-factory/connector-concur
Integrate Azure Data Factory with Couchbase sourcehttps://learn.microsoft.com/en-us/azure/data-factory/connector-couchbase
Transform data in data.world using Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-dataworld
Configure DB2 connector for Azure Data Factory copyhttps://learn.microsoft.com/en-us/azure/data-factory/connector-db2
Integrate Azure Data Factory with Apache Drillhttps://learn.microsoft.com/en-us/azure/data-factory/connector-drill
Copy data from Dynamics AX using Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-dynamics-ax
Copy and transform Dynamics 365/Dataverse data with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-dynamics-crm-office-365
Copy data to and from file systems with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-file-system
Copy data from FTP servers using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-ftp
Connect Azure Data Factory CDM to GitHubhttps://learn.microsoft.com/en-us/azure/data-factory/connector-github
Configure Google Ads connector for Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-google-adwords
Copy data from Google BigQuery V2 with Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-google-bigquery
Copy data from Google BigQuery V1 with Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-google-bigquery-legacy
Copy data from Google Cloud Storage using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-google-cloud-storage
Transform data in Google Sheets using Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-google-sheets
Configure Greenplum connector for Azure Data Factory copyhttps://learn.microsoft.com/en-us/azure/data-factory/connector-greenplum
Integrate Azure Data Factory with HBase sourcehttps://learn.microsoft.com/en-us/azure/data-factory/connector-hbase
Copy data from HDFS with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-hdfs
Copy data from Hive using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-hive
Copy data from HTTP endpoints with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-http
Copy data from HubSpot using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-hubspot
Integrate Azure Data Factory with Impala sourcehttps://learn.microsoft.com/en-us/azure/data-factory/connector-impala
Copy data to and from IBM Informix using Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-informix
Configure Azure Data Factory Jira connector for copyhttps://learn.microsoft.com/en-us/azure/data-factory/connector-jira
Copy data from Magento using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-magento
Copy data from MariaDB using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-mariadb
Copy data from Marketo using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-marketo
Copy data to and from Microsoft Access using Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-access
Copy and transform data in Microsoft Fabric Lakehousehttps://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-fabric-lakehouse
Copy and transform data in Microsoft Fabric Warehousehttps://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-fabric-warehouse
Copy data to and from MongoDB using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb
Configure Azure Data Factory MongoDB Atlas connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb-atlas
Use legacy MongoDB connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb-legacy
Use Azure Data Factory MySQL connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-mysql
Configure Azure Data Factory Netezza connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-netezza
Configure Azure Data Factory OData connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-odata
Use ODBC connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-odbc
Copy and transform Microsoft 365 data with Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-office-365
Connect Azure Data Factory to Oracle Cloud Storagehttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-cloud-storage
Connect Azure Data Factory to Oracle Eloquahttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-eloqua
Connect Azure Data Factory to Oracle Responsyshttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-responsys
Connect Azure Data Factory to Oracle Service Cloudhttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-service-cloud
Connect Azure Data Factory to PayPal datahttps://learn.microsoft.com/en-us/azure/data-factory/connector-paypal
Use Azure Data Factory Phoenix connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-phoenix
Use PostgreSQL V2 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-postgresql
Use PostgreSQL V1 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-postgresql-legacy
Use Azure Data Factory Presto connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-presto
Transform Quickbase data with ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-quickbase
Connect Azure Data Factory to QuickBooks Onlinehttps://learn.microsoft.com/en-us/azure/data-factory/connector-quickbooks
Use REST connector for copy and transform in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-rest
Use Salesforce V2 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce
Use Salesforce V1 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-legacy
Connect Azure Data Factory to Salesforce Marketing Cloudhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-marketing-cloud
Use Salesforce Service Cloud V2 connector in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-service-cloud
Use Salesforce Service Cloud V1 connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-service-cloud-legacy
Copy from SAP BW using Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-business-warehouse
Copy from SAP BW via Open Hub using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-business-warehouse-open-hub
Transform SAP ODP data with SAP CDC connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-change-data-capture
Copy data to and from SAP Cloud for Customerhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-cloud-for-customer
Copy data from SAP ECC with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-ecc
Configure SAP HANA connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-hana
Copy data from SAP tables using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sap-table
Configure ServiceNow V2 connector in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-servicenow
Use ServiceNow V1 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-servicenow-legacy
Copy and transform data via SFTP connector in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sftp
Copy data from SharePoint Online lists with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sharepoint-online-list
Connect Azure Data Factory to Shopify datahttps://learn.microsoft.com/en-us/azure/data-factory/connector-shopify
Transform Smartsheet data with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-smartsheet
Configure Snowflake V2 connector and data flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-snowflake
Use Snowflake V1 connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-snowflake-legacy
Configure Spark connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-spark
Configure Azure Data Factory SQL Server connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sql-server
Set up Azure Data Factory Square connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-square
Configure Sybase connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-sybase
Use TeamDesk connector for ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-teamdesk
Configure Azure Data Factory Teradata Vantage connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-teradata
Use Twilio connector for ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-twilio
Configure Vertica connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-vertica
Configure Web Table connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-web-table
Integrate Azure Data Factory with Xero connectorhttps://learn.microsoft.com/en-us/azure/data-factory/connector-xero
Use Zendesk connector for ADF data flowshttps://learn.microsoft.com/en-us/azure/data-factory/connector-zendesk
Configure Zoho connector in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/connector-zoho
Configure Azure Function activity in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-azure-function-activity
Call REST endpoints with Web activityhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-web-activity
Configure Webhook activity for callback control in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/control-flow-webhook-activity
Deploy and run SSIS packages on Azure-SSIS integration runtimehttps://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-deploy-packages
Apply aggregate functions in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-aggregate-functions
Use array functions in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-array-functions
Use cached lookup functions in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-cached-lookup-functions
Use conversion functions in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-conversion-functions
Use date and time functions in ADF mapping flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-date-time-functions
Use expression functions in ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-expression-functions
Reference for all ADF mapping data flow functionshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-expressions-usage
Call external endpoints from ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-external-call
Use map functions in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-map-functions
Use metafunctions in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-metafunctions
Use window functions in mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/data-flow-window-functions
Use mapping data flow transformation functionshttps://learn.microsoft.com/en-us/azure/data-factory/data-transformation-functions
Automate SSISDB log cleanup with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-clean-up-ssisdb-logs-with-elastic-jobs
Integrate Azure Data Factory with Microsoft Purviewhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-discover-explore-purview-data
Process fixed-width text files with ADF mapping data flowshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-fixed-width
Configure ADF Copy activity to ingest data into Fabrichttps://learn.microsoft.com/en-us/azure/data-factory/how-to-ingest-data-into-fabric-from-azure-data-factory
Execute SSIS packages with Azure-enabled dtexec utilityhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-azure-enabled-dtexec
Run SSIS packages via Azure SQL MI Agenthttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-managed-instance-agent
Execute SSIS packages in Azure from SSDThttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssdt
Run SSIS packages via Execute SSIS Package activity in portalhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssis-activity
Execute SSIS packages with ADF activity and PowerShellhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssis-activity-powershell
Run SSIS packages using Stored Procedure activity in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-stored-procedure-activity
Send email notifications from ADF and Synapse pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/how-to-send-email
Copy data from ADLS Gen1 to Gen2 with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/load-azure-data-lake-storage-gen2-from-gen1
Programmatically monitor Azure Data Factory pipelines via SDKshttps://learn.microsoft.com/en-us/azure/data-factory/monitor-programmatically
Create Azure Data Factory via .NET SDKhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-dot-net
Create Azure Data Factory with Python SDKhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-python
Create Azure Data Factory via REST APIhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-rest-api
Use Azure PowerShell scripts to manage Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/samples-powershell
Bulk copy from ADLS Gen2 files to Azure databases with ADFhttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-bulk-copy-from-files-to-database
Bulk copy from databases using control tables in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-bulk-copy-with-control-table
Use ADF template to copy files from multiple containershttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-copy-files-multiple-containers
Copy new and changed files by LastModifiedDate in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-copy-new-files-last-modified-date
Transform data with Azure Databricks notebooks in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-databricks-notebook
Delta copy from databases using control table templatehttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-delta-copy-with-control-table
Extract structured data from PDFs using ADF templatehttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-extract-data-from-pdf
Migrate large S3 datasets to ADLS Gen2 templatehttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-migration-s3-azure
Move files between file-based stores using ADF templatehttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-move-files
Replicate multiple SAP objects via SAP CDC using ADFhttps://learn.microsoft.com/en-us/azure/data-factory/solution-template-replicate-multiple-objects-sap-cdc
Access on-premises and Azure files from SSIS in ADFhttps://learn.microsoft.com/en-us/azure/data-factory/ssis-azure-files-file-shares
Run Databricks JAR jobs from Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-jar
Trigger Databricks Jobs from Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-job
Run Databricks notebooks from Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-notebook
Run Databricks Python scripts from Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-python
Execute Azure Machine Learning pipelines from Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-machine-learning-service
Run Synapse notebooks from Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-synapse-notebook
Trigger Synapse Spark job definitions in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-synapse-spark-job-definition
Use custom .NET activities in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-custom-activity
Run U-SQL scripts with Data Lake Analytics activityhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-data-lake-analytics
Run Hive queries with ADF HDInsight activityhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-hive
Run Hadoop MapReduce jobs with ADF HDInsight activityhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-map-reduce
Configure Hadoop Pig activity in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-pig
Use Hadoop Streaming activity in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-streaming
Use Script activity for SQL transformations in Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-script
Run Spark activity in Azure Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-spark
Invoke stored procedures with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-stored-procedure
Use data wrangling functions in Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/wrangling-functions
主题URL
配置SAP CDC连接器将数据加载到Fabric OneLakehttps://learn.microsoft.com/en-us/azure/data-factory/change-data-capture-from-sap-to-onelake-with-azure-data-factory
为ADF映射数据流使用表达式生成器https://learn.microsoft.com/en-us/azure/data-factory/concepts-data-flow-expression-builder
将Azure Data Factory连接到Microsoft Purviewhttps://learn.microsoft.com/en-us/azure/data-factory/connect-data-factory-to-azure-purview
为ADF配置Amazon Marketplace Web Service连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-marketplace-web-service
将Amazon RDS for Oracle与Azure Data Factory集成https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-rds-for-oracle
使用ADF从Amazon RDS for SQL Server复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-rds-for-sql-server
将Azure Data Factory与Amazon Redshift集成https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-redshift
使用ADF从S3兼容存储复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-s3-compatible-storage
使用ADF复制和转换Amazon S3中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-amazon-simple-storage-service
使用ADF数据流转换AppFigures数据https://learn.microsoft.com/en-us/azure/data-factory/connector-appfigures
使用ADF数据流转换Asana数据https://learn.microsoft.com/en-us/azure/data-factory/connector-asana
使用ADF复制和转换Azure Blob Storage中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-blob-storage
使用ADF转换Azure Cosmos DB分析存储数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-analytical-store
使用ADF复制和转换Azure Cosmos DB for NoSQL中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-db
使用ADF在Azure Cosmos DB for MongoDB之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-db-mongodb-api
使用ADF复制和转换Azure Data Explorer中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-explorer
使用ADF复制和转换Azure Data Lake Storage Gen2中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-storage
使用ADF在Azure Data Lake Storage Gen1之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-store
使用ADF从Azure Database for MariaDB复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-mariadb
使用ADF复制和转换Azure Database for MySQL中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-mysql
使用ADF复制和转换Azure Database for PostgreSQL中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-database-for-postgresql
使用ADF在Azure Databricks Delta Lake之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-databricks-delta-lake
使用ADF在Azure Files之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-file-storage
使用ADF将数据复制到Azure Search索引https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-search
使用ADF复制和转换Azure Synapse Analytics中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-data-warehouse
使用ADF复制和转换Azure SQL Database中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-database
使用ADF复制和转换Azure SQL托管实例中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-sql-managed-instance
使用ADF在Azure Table存储之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-table-storage
使用Azure Data Factory从Cassandra复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-cassandra
将Azure Data Factory与Concur源集成https://learn.microsoft.com/en-us/azure/data-factory/connector-concur
将Azure Data Factory与Couchbase源集成https://learn.microsoft.com/en-us/azure/data-factory/connector-couchbase
使用Data Factory转换data.world中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-dataworld
为Azure Data Factory复制配置DB2连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-db2
将Azure Data Factory与Apache Drill集成https://learn.microsoft.com/en-us/azure/data-factory/connector-drill
使用Data Factory从Dynamics AX复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-dynamics-ax
使用ADF复制和转换Dynamics 365/Dataverse数据https://learn.microsoft.com/en-us/azure/data-factory/connector-dynamics-crm-office-365
使用ADF在文件系统之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-file-system
使用Azure Data Factory从FTP服务器复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-ftp
将Azure Data Factory CDM连接到GitHubhttps://learn.microsoft.com/en-us/azure/data-factory/connector-github
为Azure Data Factory配置Google Ads连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-google-adwords
使用Data Factory从Google BigQuery V2复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-google-bigquery
使用Data Factory从Google BigQuery V1复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-google-bigquery-legacy
使用ADF从Google Cloud Storage复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-google-cloud-storage
使用Data Factory转换Google Sheets中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-google-sheets
为Azure Data Factory复制配置Greenplum连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-greenplum
将Azure Data Factory与HBase源集成https://learn.microsoft.com/en-us/azure/data-factory/connector-hbase
使用Azure Data Factory从HDFS复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-hdfs
使用Azure Data Factory从Hive复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-hive
使用Azure Data Factory从HTTP端点复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-http
使用Azure Data Factory从HubSpot复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-hubspot
将Azure Data Factory与Impala源集成https://learn.microsoft.com/en-us/azure/data-factory/connector-impala
使用Data Factory在IBM Informix之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-informix
为Azure Data Factory复制配置Jira连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-jira
使用Azure Data Factory从Magento复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-magento
使用Azure Data Factory从MariaDB复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-mariadb
使用Azure Data Factory从Marketo复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-marketo
使用Data Factory在Microsoft Access之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-access
使用ADF复制和转换Microsoft Fabric Lakehouse中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-fabric-lakehouse
使用ADF复制和转换Microsoft Fabric Warehouse中的数据https://learn.microsoft.com/en-us/azure/data-factory/connector-microsoft-fabric-warehouse
使用ADF在MongoDB之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb
配置Azure Data Factory MongoDB Atlas连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb-atlas
在Azure Data Factory中使用旧版MongoDB连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-mongodb-legacy
使用Azure Data Factory MySQL连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-mysql
配置Azure Data Factory Netezza连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-netezza
配置Azure Data Factory OData连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-odata
在Azure Data Factory中使用ODBC连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-odbc
使用Data Factory复制和转换Microsoft 365数据https://learn.microsoft.com/en-us/azure/data-factory/connector-office-365
将Azure Data Factory连接到Oracle Cloud Storagehttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-cloud-storage
将Azure Data Factory连接到Oracle Eloquahttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-eloqua
将Azure Data Factory连接到Oracle Responsyshttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-responsys
将Azure Data Factory连接到Oracle Service Cloudhttps://learn.microsoft.com/en-us/azure/data-factory/connector-oracle-service-cloud
将Azure Data Factory连接到PayPal数据https://learn.microsoft.com/en-us/azure/data-factory/connector-paypal
使用Azure Data Factory Phoenix连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-phoenix
在Azure Data Factory中使用PostgreSQL V2连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-postgresql
在Azure Data Factory中使用PostgreSQL V1连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-postgresql-legacy
使用Azure Data Factory Presto连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-presto
使用ADF数据流转换Quickbase数据https://learn.microsoft.com/en-us/azure/data-factory/connector-quickbase
将Azure Data Factory连接到QuickBooks Onlinehttps://learn.microsoft.com/en-us/azure/data-factory/connector-quickbooks
在ADF中使用REST连接器进行复制和转换https://learn.microsoft.com/en-us/azure/data-factory/connector-rest
在Azure Data Factory中使用Salesforce V2连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce
在Azure Data Factory中使用Salesforce V1连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-legacy
将Azure Data Factory连接到Salesforce Marketing Cloudhttps://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-marketing-cloud
在Data Factory中使用Salesforce Service Cloud V2连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-service-cloud
在ADF中使用Salesforce Service Cloud V1连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-salesforce-service-cloud-legacy
使用Azure Data Factory从SAP BW复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-business-warehouse
使用ADF从SAP BW通过Open Hub复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-business-warehouse-open-hub
使用SAP CDC连接器转换SAP ODP数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-change-data-capture
使用ADF在SAP Cloud for Customer之间复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-cloud-for-customer
使用Azure Data Factory从SAP ECC复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-ecc
在Azure Data Factory中配置SAP HANA连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-hana
使用ADF从SAP表复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sap-table
在Data Factory中配置ServiceNow V2连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-servicenow
在Azure Data Factory中使用ServiceNow V1连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-servicenow-legacy
使用ADF中的SFTP连接器复制和转换数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sftp
使用ADF从SharePoint Online列表复制数据https://learn.microsoft.com/en-us/azure/data-factory/connector-sharepoint-online-list
将Azure Data Factory连接到Shopify数据https://learn.microsoft.com/en-us/azure/data-factory/connector-shopify
使用Azure Data Factory转换Smartsheet数据https://learn.microsoft.com/en-us/azure/data-factory/connector-smartsheet
配置Snowflake V2连接器和数据流https://learn.microsoft.com/en-us/azure/data-factory/connector-snowflake
在Azure Data Factory中使用Snowflake V1连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-snowflake-legacy
在Azure Data Factory中配置Spark连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-spark
配置Azure Data Factory SQL Server连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-sql-server
设置Azure Data Factory Square连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-square
在Azure Data Factory中配置Sybase连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-sybase
使用TeamDesk连接器进行ADF数据流处理https://learn.microsoft.com/en-us/azure/data-factory/connector-teamdesk
配置Azure Data Factory Teradata Vantage连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-teradata
使用Twilio连接器进行ADF数据流处理https://learn.microsoft.com/en-us/azure/data-factory/connector-twilio
在Azure Data Factory中配置Vertica连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-vertica
在Azure Data Factory中配置Web Table连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-web-table
将Azure Data Factory与Xero连接器集成https://learn.microsoft.com/en-us/azure/data-factory/connector-xero
使用Zendesk连接器进行ADF数据流处理https://learn.microsoft.com/en-us/azure/data-factory/connector-zendesk
在Azure Data Factory中配置Zoho连接器https://learn.microsoft.com/en-us/azure/data-factory/connector-zoho
在Data Factory中配置Azure Function活动https://learn.microsoft.com/en-us/azure/data-factory/control-flow-azure-function-activity
使用Web活动调用REST端点https://learn.microsoft.com/en-us/azure/data-factory/control-flow-web-activity
在Data Factory中配置Webhook活动进行回调控制https://learn.microsoft.com/en-us/azure/data-factory/control-flow-webhook-activity
在Azure-SSIS集成运行时上部署和运行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/create-azure-ssis-integration-runtime-deploy-packages
在映射数据流中应用聚合函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-aggregate-functions
在ADF映射数据流中使用数组函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-array-functions
在映射数据流中使用缓存查找函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-cached-lookup-functions
在ADF映射数据流中使用转换函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-conversion-functions
在ADF映射数据流中使用日期和时间函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-date-time-functions
在ADF映射数据流中使用表达式函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-expression-functions
ADF映射数据流函数参考https://learn.microsoft.com/en-us/azure/data-factory/data-flow-expressions-usage
从ADF映射数据流调用外部端点https://learn.microsoft.com/en-us/azure/data-factory/data-flow-external-call
在映射数据流中使用映射函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-map-functions
在映射数据流中使用元函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-metafunctions
在映射数据流中使用窗口函数https://learn.microsoft.com/en-us/azure/data-factory/data-flow-window-functions
使用映射数据流转换函数https://learn.microsoft.com/en-us/azure/data-factory/data-transformation-functions
使用Azure Data Factory自动清理SSISDB日志https://learn.microsoft.com/en-us/azure/data-factory/how-to-clean-up-ssisdb-logs-with-elastic-jobs
将Azure Data Factory与Microsoft Purview集成https://learn.microsoft.com/en-us/azure/data-factory/how-to-discover-explore-purview-data
使用ADF映射数据流处理固定宽度文本文件https://learn.microsoft.com/en-us/azure/data-factory/how-to-fixed-width
配置ADF复制活动将数据摄入Fabrichttps://learn.microsoft.com/en-us/azure/data-factory/how-to-ingest-data-into-fabric-from-azure-data-factory
使用Azure启用的dtexec实用工具执行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-azure-enabled-dtexec
通过Azure SQL MI Agent运行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-managed-instance-agent
从SSDT在Azure中执行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssdt
通过门户中的Execute SSIS Package活动运行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssis-activity
使用ADF活动和PowerShell执行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-ssis-activity-powershell
使用Data Factory中的存储过程活动运行SSIS包https://learn.microsoft.com/en-us/azure/data-factory/how-to-invoke-ssis-package-stored-procedure-activity
从ADF和Synapse管道发送电子邮件通知https://learn.microsoft.com/en-us/azure/data-factory/how-to-send-email
使用ADF将ADLS Gen1数据复制到Gen2https://learn.microsoft.com/en-us/azure/data-factory/load-azure-data-lake-storage-gen2-from-gen1
通过SDK以编程方式监控Azure Data Factory管道https://learn.microsoft.com/en-us/azure/data-factory/monitor-programmatically
通过.NET SDK创建Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-dot-net
使用Python SDK创建Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-python
通过REST API创建Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/quickstart-create-data-factory-rest-api
使用Azure PowerShell脚本管理Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/samples-powershell
使用ADF从ADLS Gen2文件批量复制到Azure数据库https://learn.microsoft.com/en-us/azure/data-factory/solution-template-bulk-copy-from-files-to-database
使用ADF中的控制表从数据库批量复制https://learn.microsoft.com/en-us/azure/data-factory/solution-template-bulk-copy-with-control-table
使用ADF模板从多个容器复制文件https://learn.microsoft.com/en-us/azure/data-factory/solution-template-copy-files-multiple-containers
在ADF中按LastModifiedDate复制新增和更改的文件https://learn.microsoft.com/en-us/azure/data-factory/solution-template-copy-new-files-last-modified-date
使用Azure Databricks笔记本在ADF中转换数据https://learn.microsoft.com/en-us/azure/data-factory/solution-template-databricks-notebook
使用控制表模板从数据库增量复制https://learn.microsoft.com/en-us/azure/data-factory/solution-template-delta-copy-with-control-table
使用ADF模板从PDF提取结构化数据https://learn.microsoft.com/en-us/azure/data-factory/solution-template-extract-data-from-pdf
使用模板将大型S3数据集迁移到ADLS Gen2https://learn.microsoft.com/en-us/azure/data-factory/solution-template-migration-s3-azure
使用ADF模板在基于文件的存储之间移动文件https://learn.microsoft.com/en-us/azure/data-factory/solution-template-move-files
使用ADF通过SAP CDC复制多个SAP对象https://learn.microsoft.com/en-us/azure/data-factory/solution-template-replicate-multiple-objects-sap-cdc
从ADF中的SSIS访问本地和Azure文件https://learn.microsoft.com/en-us/azure/data-factory/ssis-azure-files-file-shares
从Azure Data Factory运行Databricks JAR作业https://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-jar
从Data Factory管道触发Databricks作业https://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-job
从Azure Data Factory运行Databricks笔记本https://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-notebook
从Azure Data Factory运行Databricks Python脚本https://learn.microsoft.com/en-us/azure/data-factory/transform-data-databricks-python
从Data Factory执行Azure机器学习管道https://learn.microsoft.com/en-us/azure/data-factory/transform-data-machine-learning-service
从Data Factory管道运行Synapse笔记本https://learn.microsoft.com/en-us/azure/data-factory/transform-data-synapse-notebook
在Data Factory管道中触发Synapse Spark作业定义https://learn.microsoft.com/en-us/azure/data-factory/transform-data-synapse-spark-job-definition
在Data Factory中使用自定义.NET活动https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-custom-activity
使用Data Lake Analytics活动运行U-SQL脚本https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-data-lake-analytics
使用ADF HDInsight活动运行Hive查询https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-hive
使用ADF HDInsight活动运行Hadoop MapReduce作业https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-map-reduce
在Azure Data Factory中配置Hadoop Pig活动https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-pig
在Azure Data Factory中使用Hadoop Streaming活动https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-hadoop-streaming
在Data Factory中使用脚本活动进行SQL转换https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-script
在Azure Data Factory管道中运行Spark活动https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-spark
使用Azure Data Factory调用存储过程https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-stored-procedure
在Azure Data Factory中使用数据整理函数https://learn.microsoft.com/en-us/azure/data-factory/wrangling-functions

Deployment

部署

TopicURL
Implement CI/CD for Azure Data Factory pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery
Automate ADF CI/CD with Azure Pipelineshttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-automate-azure-pipelines
Use hotfix production environments for ADF CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-hotfix-environment
Automate publishing for Azure Data Factory CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-improvements
Use linked ARM templates in Azure Data Factory deploymentshttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-linked-templates
Manually promote ADF ARM templates across environmentshttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-manual-promotion
Run pre- and post-deployment scripts for ADF CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-sample-script
Deploy linked ARM templates via Azure DevOps for ADFhttps://learn.microsoft.com/en-us/azure/data-factory/deploy-linked-arm-templates-with-vsts
Migrate SSIS SQL Agent jobs to Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-migrate-ssis-job-ssms
Automate self-hosted integration runtime installation with PowerShellhttps://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-automation-scripts
Migrate Azure integration runtime to managed virtual networkhttps://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-migrate
主题URL
为Azure Data Factory管道实现CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery
使用Azure Pipelines自动化ADF CI/CDhttps://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-automate-azure-pipelines
为ADF CI/CD使用热修复生产环境https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-hotfix-environment
为Azure Data Factory CI/CD自动化发布https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-improvements
在Azure Data Factory部署中使用链接ARM模板https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-linked-templates
在环境之间手动升级ADF ARM模板https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-manual-promotion
为ADF CI/CD运行部署前后脚本https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery-sample-script
通过Azure DevOps部署ADF的链接ARM模板https://learn.microsoft.com/en-us/azure/data-factory/deploy-linked-arm-templates-with-vsts
将SSIS SQL Agent作业迁移到Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/data-factory/how-to-migrate-ssis-job-ssms
使用PowerShell自动化自托管集成运行时安装https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-automation-scripts
将Azure集成运行时迁移到托管虚拟网络https://learn.microsoft.com/en-us/azure/data-factory/tutorial-managed-virtual-network-migrate