Kubernetes was the most popular tool used for Spark execution worldwide in 2023 with a total of ** percent share of responses. This is an increase of percent compared to the previous year, when it had a ** percent share.
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JetBrains. (November 18, 2023). Top spark execution tools used by developers worldwide in 2023 [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 15, 2026, from /statistics/1451633/spark-execution-tools-usage/
JetBrains. "Top spark execution tools used by developers worldwide in 2023." Chart. November 18, 2023. ÌÇÐÄÆƽâ°æ. Accessed July 15, 2026. /statistics/1451633/spark-execution-tools-usage/
JetBrains. (2023). Top spark execution tools used by developers worldwide in 2023. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 15, 2026. /statistics/1451633/spark-execution-tools-usage/
JetBrains. "Top Spark Execution Tools Used by Developers Worldwide in 2023." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 18 Nov 2023, /statistics/1451633/spark-execution-tools-usage/
JetBrains, Top spark execution tools used by developers worldwide in 2023 ÌÇÐÄÆƽâ°æ, /statistics/1451633/spark-execution-tools-usage/ (last visited July 15, 2026)
Top spark execution tools used by developers worldwide in 2023 [Graph], JetBrains, November 18, 2023. [Online]. Available: /statistics/1451633/spark-execution-tools-usage/
