Showing posts with the label Python Byte-like Error

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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

How to Fix a Byte-like Object is Required in Python

Here is a way to fix TypeError: a bytes-like object is required, not 'str.' The error occurs while writing a file due to incorrect usage of the file mode. Below, you'll see how to solve this error. Python Open File in Write Mode Here's a way to open files in write mode. The "wb" mode's purpose is to write input to a file. If the file does not exist, it creates one.   After executing it, it throws an error highlighted in red. The file mode causes to error. Below, you'll see how to fix it and the details. a=open("file1.txt", 'wb') b=a.write('I am writing data to a file!') print(b) Traceback (most recent call last):  File "", line 2, in <module>   b=a.write('I am writing data to a file!') TypeError:  a bytes-like object is required, not 'str' ** Process exited - Return Code: 1 ** Press Enter to exit terminal How to Fix the Error You can write data to a file in two ways a string or bytes. Th