cannot load model using pyspark

2023-05-22 Thread second_co...@yahoo.com.INVALID
spark.sparkContext.textFile("s3a://a_bucket/models/random_forest_zepp/bestModel/metadata", 1).getNumPartitions() when i run above code, i get below error. Can advice how to troubleshoot? i' using spark 3.3.0. the above file path exist. --

Data Stream Processing applications testing

2023-05-22 Thread Alexandre Strapacao Guedes Vianna
Hey everyone, I wanted to share my latest paper, "A Grey Literature Review on Data Stream Processing Applications Testing," in the Journal of Systems and Software (JSS), Elsevier. This paper provides unique industry insights, addresses the challenges faced in Data Stream Processing (DSP) applicat

Re: Re: [spark-core] Can executors recover/reuse shuffle files upon failure?

2023-05-22 Thread Mich Talebzadeh
Just to correct the last sentence, if we end up starting a new instance of Spark, I don't think it will be able to read the shuffle data from storage from another instance, I stand corrected. Mich Talebzadeh, Lead Solutions Architect/Engineering Lead Palantir Technologies Limited London United Ki

Re: Re: [spark-core] Can executors recover/reuse shuffle files upon failure?

2023-05-22 Thread Mich Talebzadeh
Hi Maksym. Let us understand the basics here first My thoughtsSpark replicates the partitions among multiple nodes. If one executor fails, it moves the processing over to the other executor. However, if the data is lost, it re-executes the processing that generated the data, and might have to go b

RE: Re: [spark-core] Can executors recover/reuse shuffle files upon failure?

2023-05-22 Thread Maksym M
Hey vaquar, The link does't explain the crucial detail we're interested in - does executor re-use the data that exists on a node from previous executor and if not, how can we configure it to do so? We are not running on kubernetes, so EKS/Kubernetes-specific advice isn't very relevant. We are ru