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What is causing a delay in a basic query using R and sparkplyr?

asked 2023-07-02 18:02:13 +0000

huitzilopochtli gravatar image

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answered 2023-07-02 18:19:01 +0000

nofretete gravatar image

There can be several reasons for a delay in a basic query using R and sparkplyr. Some common reasons are:

  1. Data size: If the data size is huge, the query may take a lot of time to execute.

  2. Cluster configuration: If the cluster configuration is not optimal, the query may take longer than expected.

  3. Data skewness: If the data is skewed, some partitions may have more data than others, causing delays.

  4. Resource allocation: If the resources are not allocated properly, the query may take longer than usual.

  5. Execution plan: If the execution plan of the query is not optimal, the query may take more time to execute.

  6. Network latency: If the network latency is high, it may cause a delay in fetching the data from the cluster.

  7. Hardware issues: If there are any hardware issues with the server or the network, it may cause a delay in the query execution.

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Asked: 2023-07-02 18:02:13 +0000

Seen: 8 times

Last updated: Jul 02 '23