ADF Copy Data activity issue

Chi, Dave 61 Reputation points
2021-08-06T09:12:37.683+00:00

Hello,

We have an ADF pipeline that is triggered daily for moving data from the on-prem server to the data lake storage. The data to be moved is incremental data from several tables. The pipeline runs usually go well, but on some days we run into an error. If we rerun the pipeline from failed activity then the run will succeed. This, however, involves manual action. Especially on the weekends, we don't want this to happen.

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The error occurs in the Copy data activity. Within this activity, the data from an on-prem SQL Server table will be moved to the Data Lake Storage in a parquet file. We are using a self-hosted integration runtime.

We are getting different error messages:
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Would you be able to help us out on this issue?

Azure Data Lake Storage
Azure Data Lake Storage
An Azure service that provides an enterprise-wide hyper-scale repository for big data analytic workloads and is integrated with Azure Blob Storage.
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
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  1. Vaibhav Chaudhari 38,971 Reputation points Volunteer Moderator
    2021-08-06T14:53:07.993+00:00

    It's showing memory related errors so that it something you can look into it.

    Troubleshooting guide for Self hosted IR is here - https://learn.microsoft.com/en-us/azure/data-factory/self-hosted-integration-runtime-troubleshoot-guide

    And you can set up the retry on Copy activity to rerun when it fails

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    Please don't forget to Accept Answer and Up-vote if the response helped -- Vaibhav


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