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articles/data-factory/connector-lifecycle-overview.md

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| [Google BigQuery](connector-google-bigquery.md) | Scenario that doesn't rely on below capability in Google BigQuery V1:<br><br> • Use `trustedCertsPath`, `additionalProjects`, `requestgoogledrivescope` connection properties.<br> • Set `useSystemTrustStore` connection property as `false`.<br> • Use **STRUCT** and **ARRAY** data types. <br><br>If your pipeline runs on self-hosted integration runtime, it requires SHIR version 5.55 or above. |
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| [Hive](connector-hive.md) | Scenario that doesn't rely on below capability in Hive (version 1.0):<br><br>• Authentication types:<br>&nbsp;&nbsp;• Username<br>• Thrift transport protocol:<br>&nbsp;&nbsp;• HiveServer1<br>• Service discovery mode: True<br>• Use native query: True <br><br>If your pipeline runs on self-hosted integration runtime, it requires SHIR version 5.55 or above.|
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| [Impala](connector-impala.md) | Scenario that doesn't rely on below capability in Impala (version 1.0):<br><br>• Authentication types:<br>&nbsp;&nbsp;• SASL Username<br><br>If your pipeline runs on self-hosted integration runtime, it requires SHIR version 5.55 or above. |
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| [Salesforce](connector-salesforce.md) | Scenario that does not rely on capability below in Salesforce V1:<br><br>• SOQL queries that use:<br>&nbsp;&nbsp;• TYPEOF clauses<br>&nbsp;&nbsp;• Compound address/geolocations fields<br>• All SQL-92 query<br>• Report query {call "\<report name>"}<br>• Use Self-hosted integration runtime (To be supported) |
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| [Salesforce Service Cloud](connector-salesforce-service-cloud.md) | Scenario that does not rely on capability below in Salesforce Service Cloud V1:<br><br>• SOQL queries that use:<br>&nbsp;&nbsp;• TYPEOF clauses<br>&nbsp;&nbsp;• Compound address/geolocations fields<br>• All SQL-92 query<br>• Report query {call "\<report name>"}<br>• Use Self-hosted integration runtime (To be supported) |
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| [Spark](connector-spark.md) | Scenario that doesn't rely on below capability in Spark (version 1.0):<br><br>• Authentication types:<br>&nbsp;&nbsp;• Username<br>• Thrift transport protocol:<br>&nbsp;&nbsp;• SASL<br>&nbsp;&nbsp;• Binary<br>• Thrift transport protocol:<br>&nbsp;&nbsp;• SharkServer<br>&nbsp;&nbsp;• SharkServer2<br><br>If your pipeline runs on self-hosted integration runtime, it requires SHIR version 5.55 or above.|
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| [Teradata](connector-teradata.md) | Scenario that doesn't rely on below capability in Teradata (version 1.0):<br><br> • Set below value for **CharacterSet**:<br>&nbsp;&nbsp;• BIG5 (TCHBIG5_1R0)<br>&nbsp;&nbsp;• EUC (Unix compatible, KANJIEC_0U)<br>&nbsp;&nbsp;• GB (SCHGB2312_1T0)<br>&nbsp;&nbsp;• IBM Mainframe (KANJIEBCDIC5035_0I)<br>&nbsp;&nbsp;• NetworkKorean (HANGULKSC5601_2R4)<br>&nbsp;&nbsp;• Shift-JIS (Windows, DOS compatible, KANJISJIS_0S)|
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| [Vertica](connector-vertica.md) | Scenario that doesn't rely on below capability in Vertica (version 1.0):<br><br>• Linked service that uses Azure integration runtime.<br><br>Automatic upgrade is only applicable when the driver is installed in your machine that installs the self-hosted integration runtime (version 5.55 or above).<br><br> For more information, go to [Install Vertica ODBC driver for the version 2.0](connector-vertica.md#install-vertica-odbc-driver-for-the-version-20). |

articles/data-factory/connector-mysql.md

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>To copy data from or to [Azure Database for MySQL](/azure/mysql/overview) service, use the specialized [Azure Database for MySQL connector](connector-azure-database-for-mysql.md).
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> [!IMPORTANT]
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> The MySQL connector version 2.0 provides improved native MySQL support. If you are using MySQL connector version 1.0 in your solution, please [upgrade your MySQL connector](#upgrade-the-mysql-driver-version) as version 1.0 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded.Refer to this [section](#differences-between-the-recommended-and-the-legacy-driver-version) for details on the difference between version 2.0 and version 1.0.
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> The MySQL connector version 2.0 provides improved native MySQL support. If you are using MySQL connector version 1.0 in your solution, please [upgrade your MySQL connector](#upgrade-the-mysql-driver-version) as version 1.0 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](#differences-between-the-recommended-and-the-legacy-driver-version) for details on the difference between version 2.0 and version 1.0.
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## Supported capabilities
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articles/data-factory/connector-release-stages-and-timelines.md

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| [Presto](connector-presto.md) | version 2.0 | GA | / | / |
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| | version 1.0 | End of support announced | August 31, 2025 | September 30, 2025 |
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| [Salesforce V2](connector-salesforce.md) | / | GA | / | / |
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| [Salesforce V1](connector-salesforce-legacy.md) | / | End of support announced | June 30, 2025 | September 30, 2025 |
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| [Salesforce V1](connector-salesforce-legacy.md) | / | End of support | June 30, 2025 | September 30, 2025 |
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| [Salesforce Marketing Cloud](connector-salesforce-marketing-cloud.md) | / | End of support | December 31, 2024 | December 31, 2024 |
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| [Salesforce Service Cloud V2](connector-salesforce-service-cloud.md) | / | GA | / | / |
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| [Salesforce Service Cloud V1](connector-salesforce-service-cloud-legacy.md) | / | End of support announced | June 30, 2025 | September 30, 2025 |
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| [Salesforce Service Cloud V1](connector-salesforce-service-cloud-legacy.md) | / | End of support | June 30, 2025 | September 30, 2025 |
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| [ServiceNow V2](connector-servicenow.md) | / | GA | / | / |
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| [ServiceNow V1](connector-servicenow-legacy.md) | / | End of support announced | June 30, 2025 | September 30, 2025 |
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| [ServiceNow V1](connector-servicenow-legacy.md) | / | End of support | June 30, 2025 | September 30, 2025 |
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| [Snowflake V2](connector-snowflake.md) | version 1.1 | Public Preview | / | / |
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| | version 1.0 | GA | / | / |
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| [Snowflake V1](connector-snowflake-legacy.md) | / | End of support announced | June 30, 2025 | September 30, 2025 |
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| [Snowflake V1](connector-snowflake-legacy.md) | / | End of support | June 30, 2025 | September 30, 2025 |
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| [Spark](connector-spark.md) | version 2.0 | GA | / | / |
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| | version 1.0 | End of support announced |September 30, 2025 | October 31, 2025 |
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| [SQL Server](connector-sql-server.md) | version 2.0 | GA | / | / |

articles/data-factory/connector-salesforce-legacy.md

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This article outlines how to use Copy Activity in Azure Data Factory and Azure Synapse pipelines to copy data from and to Salesforce. It builds on the [Copy Activity overview](copy-activity-overview.md) article that presents a general overview of the copy activity.
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> [!IMPORTANT]
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> The [Salesforce V2 connector](connector-salesforce.md) provides improved native Salesforce support. If you are using the [Salesforce V1 connector](connector-salesforce-legacy.md) in your solution, you are recommended to [upgrade your Salesforce connector](connector-salesforce.md#upgrade-the-salesforce-linked-service) before **June 30, 2025**. Refer to this [section](connector-salesforce.md#differences-between-salesforce-and-salesforce-legacy) for details on the difference between V2 and V1.
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> The [Salesforce V2 connector](connector-salesforce.md) provides improved native Salesforce support. If you are using the [Salesforce V1 connector](connector-salesforce-legacy.md) in your solution, please [upgrade your Salesforce connector](connector-salesforce.md#upgrade-the-salesforce-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](connector-salesforce.md#differences-between-salesforce-and-salesforce-legacy) for details on the difference between V2 and V1.
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articles/data-factory/connector-salesforce-service-cloud-legacy.md

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This article outlines how to use Copy Activity in Azure Data Factory and Synapse Analytics pipelines to copy data from and to Salesforce Service Cloud. It builds on the [Copy Activity overview](copy-activity-overview.md) article that presents a general overview of the copy activity.
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> [!IMPORTANT]
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> The [Salesforce Service Cloud V2 connector](connector-salesforce-service-cloud.md) provides improved native Salesforce Service Cloud support. If you are using the [Salesforce Service Cloud V1 connector](connector-salesforce-service-cloud-legacy.md) in your solution, you are recommended to [upgrade your Salesforce Service Cloud connector](connector-salesforce-service-cloud.md#upgrade-the-salesforce-service-cloud-linked-service) before **June 30, 2025**. Refer to this [section](connector-salesforce-service-cloud.md#differences-between-salesforce-service-cloud-and-salesforce-service-cloud-legacy) for details on the difference between V2 and V1.
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> The [Salesforce Service Cloud V2 connector](connector-salesforce-service-cloud.md) provides improved native Salesforce Service Cloud support. If you are using the [Salesforce Service Cloud V1 connector](connector-salesforce-service-cloud-legacy.md) in your solution, please [upgrade your Salesforce Service Cloud connector](connector-salesforce-service-cloud.md#upgrade-the-salesforce-service-cloud-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](connector-salesforce-service-cloud.md#differences-between-salesforce-service-cloud-and-salesforce-service-cloud-legacy) for details on the difference between V2 and V1.
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articles/data-factory/connector-salesforce-service-cloud.md

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This article outlines how to use Copy Activity in Azure Data Factory and Azure Synapse pipelines to copy data from and to Salesforce Service Cloud. It builds on the [Copy Activity overview](copy-activity-overview.md) article that presents a general overview of the copy activity.
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> [!IMPORTANT]
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> The [Salesforce Service Cloud V2 connector](connector-salesforce-service-cloud.md) provides improved native Salesforce Service Cloud support. If you are using the [Salesforce Service Cloud V1 connector](connector-salesforce-service-cloud-legacy.md) in your solution, you are recommended to [upgrade your Salesforce Service Cloud connector](#upgrade-the-salesforce-service-cloud-linked-service) before **June 30, 2025**. Refer to this [section](#differences-between-salesforce-service-cloud-and-salesforce-service-cloud-legacy) for details on the difference between V2 and V1.
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> The [Salesforce Service Cloud V2 connector](connector-salesforce-service-cloud.md) provides improved native Salesforce Service Cloud support. If you are using the [Salesforce Service Cloud V1 connector](connector-salesforce-service-cloud-legacy.md) in your solution, please [upgrade your Salesforce Service Cloud connector](#upgrade-the-salesforce-service-cloud-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](#differences-between-salesforce-service-cloud-and-salesforce-service-cloud-legacy) for details on the difference between V2 and V1.
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articles/data-factory/connector-salesforce.md

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This article outlines how to use Copy Activity in Azure Data Factory and Azure Synapse pipelines to copy data from and to Salesforce. It builds on the [Copy Activity overview](copy-activity-overview.md) article that presents a general overview of the copy activity.
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> [!IMPORTANT]
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> The [Salesforce V2 connector](connector-salesforce.md) provides improved native Salesforce support. If you are using the [Salesforce V1 connector](connector-salesforce-legacy.md) in your solution, you are recommended to [upgrade your Salesforce connector](#upgrade-the-salesforce-linked-service) before **June 30, 2025**. Refer to this [section](#differences-between-salesforce-and-salesforce-legacy) for details on the difference between V2 and v1.
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> The [Salesforce V2 connector](connector-salesforce.md) provides improved native Salesforce support. If you are using the [Salesforce V1 connector](connector-salesforce-legacy.md) in your solution, please [upgrade your Salesforce connector](#upgrade-the-salesforce-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](#differences-between-salesforce-and-salesforce-legacy) for details on the difference between V2 and v1.
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articles/data-factory/connector-servicenow-legacy.md

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This article outlines how to use the Copy Activity in Azure Data Factory and Synapse Analytics pipelines to copy data from ServiceNow. It builds on the [copy activity overview](copy-activity-overview.md) article that presents a general overview of copy activity.
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> [!IMPORTANT]
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> The [ServiceNow V2 connector](connector-servicenow.md) provides improved native ServiceNow support. If you are using the [ServiceNow V1 connector](connector-servicenow-legacy.md) in your solution, you are recommended to [upgrade your ServiceNow connector](connector-servicenow.md#upgrade-your-servicenow-linked-service) before **June 30, 2025**. Refer to this [section](connector-servicenow.md#differences-between-servicenow-and-servicenow-legacy) for details on the difference between V2 and V1.
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> The [ServiceNow V2 connector](connector-servicenow.md) provides improved native ServiceNow support. If you are using the [ServiceNow V1 connector](connector-servicenow-legacy.md) in your solution, please [upgrade your ServiceNow connector](connector-servicenow.md#upgrade-your-servicenow-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](connector-servicenow.md#differences-between-servicenow-and-servicenow-legacy) for details on the difference between V2 and V1.
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articles/data-factory/connector-servicenow.md

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This article outlines how to use the Copy Activity in Azure Data Factory and Synapse Analytics pipelines to copy data from ServiceNow. It builds on the [copy activity overview](copy-activity-overview.md) article that presents a general overview of copy activity.
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> The [ServiceNow V2 connector](connector-servicenow.md) provides improved native ServiceNow support. If you are using the [ServiceNow V1 connector](connector-servicenow-legacy.md) in your solution, you are recommended to [upgrade your ServiceNow connector](#upgrade-your-servicenow-linked-service) before **June 30, 2025**. Refer to this [section](#differences-between-servicenow-and-servicenow-legacy) for details on the difference between V2 and V1.
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> The [ServiceNow V2 connector](connector-servicenow.md) provides improved native ServiceNow support. If you are using the [ServiceNow V1 connector](connector-servicenow-legacy.md) in your solution, please [upgrade your ServiceNow connector](#upgrade-your-servicenow-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](#differences-between-servicenow-and-servicenow-legacy) for details on the difference between V2 and V1.
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articles/data-factory/connector-snowflake-legacy.md

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This article outlines how to use the Copy activity in Azure Data Factory and Azure Synapse pipelines to copy data from and to Snowflake, and use Data Flow to transform data in Snowflake. For more information, see the introductory article for [Data Factory](introduction.md) or [Azure Synapse Analytics](../synapse-analytics/overview-what-is.md).
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> The [Snowflake V2 connector](connector-snowflake.md) provides improved native Snowflake support. If you are using the [Snowflake V1 connector](connector-snowflake-legacy.md) in your solution, you are recommended to [upgrade your Snowflake connector](connector-snowflake.md#upgrade-the-snowflake-linked-service) before **June 30, 2025**. Refer to this [section](connector-snowflake.md#differences-between-snowflake-and-snowflake-legacy) for details on the difference between V2 and V1.
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> The [Snowflake V2 connector](connector-snowflake.md) provides improved native Snowflake support. If you are using the [Snowflake V1 connector](connector-snowflake-legacy.md) in your solution, please [upgrade your Snowflake connector](connector-snowflake.md#upgrade-the-snowflake-linked-service) as V1 is at [End of Support stage](connector-deprecation-plan.md). Your pipeline will fail after **September 30, 2025** if not upgraded. Refer to this [section](connector-snowflake.md#differences-between-snowflake-and-snowflake-legacy) for details on the difference between V2 and V1.
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