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8 Ways to Optimize AWS Glue Jobs in a Nutshell

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  Improving the performance of AWS Glue jobs involves several strategies that target different aspects of the ETL (Extract, Transform, Load) process. Here are some key practices. 1. Optimize Job Scripts Partitioning : Ensure your data is properly partitioned. Partitioning divides your data into manageable chunks, allowing parallel processing and reducing the amount of data scanned. Filtering : Apply pushdown predicates to filter data early in the ETL process, reducing the amount of data processed downstream. Compression : Use compressed file formats (e.g., Parquet, ORC) for your data sources and sinks. These formats not only reduce storage costs but also improve I/O performance. Optimize Transformations : Minimize the number of transformations and actions in your script. Combine transformations where possible and use DataFrame APIs which are optimized for performance. 2. Use Appropriate Data Formats Parquet and ORC : These columnar formats are efficient for storage and querying, signif
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6 Top Ideas Key to Success in Life

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  These are the ideas for self growth. Total six steps to focus more to improve your self growth. 1# Education  The first of the nine success factors is education. In our society, the highest paid people are those who know more than the average. They know more of the critical facts, ideas and information than the average person in their field.    As a result, they can make a more valuable contribution to a knowledge-based society and live the best life possible . They are valued more, respected more and ultimately paid more money and promoted more often. The rule is that, “to earn more, you must learn more.” If you want to increase your level of income and achieve the best life for yourself, you must increase your level of intellectual capital and thereby the value of the knowledge component of what you are doing. 2# Skill The second of the nine success factors that you can use to achieve the best life possible is simply skill. Your level of ability in your field will determ
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