Showing posts with the label Google Analytics

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8 Ways to Optimize AWS Glue Jobs in a Nutshell

  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

Google Analytics - Training.PDF

Google Analytics can track data from a shopping cart on your own or other, domains with the addition of some code. If your website initiates a purchase checkout process on a separate store site (for example, if you send customers from to, you just have to add some tracking code to your store site and the shopping cart pages on the host site. The specific code can be found in the Analytics Help Center in the article titled, “How do I use Google Analytics to track a 3rd-party shopping cart?” Read more here: