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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

How to Resolve ORA-01722 Invalid Number Error in Oracle SQL Developer

When working with Oracle SQL Developer, you may come across an error message that reads "ORA-01722: invalid number". This error can be frustrating and difficult to understand, especially if you're new to SQL. In this post, I will explain the cause of this error and provide a solution to resolve it.


Invalid Number Error


Cause of the Error - ORA-01722


Let's consider an example where we have two tables named "my_hr" and "my_dept". The "my_hr" table contains three columns - "name", "pay_id", and "user_id", while the "my_dept" table contains two columns - "name" and "user_id".

CREATE TABLE my_hr (
name CHAR(20),
pay_id NUMBER,
user_id CHAR(6)
);

CREATE TABLE my_dept (
name CHAR(20),
user_id CHAR(6)
);

Now, let's insert some sample data into these tables:

INSERT INTO my_hr VALUES ('Srini', 567, '123456');
INSERT INTO my_dept VALUES ('Srini', '123456');

If we try to execute the following SELECT query to join these two tables using the "name" and "user_id" columns and filter the results based on the "pay_id" column, we will get the "ORA-01722: invalid number" error:

SELECT *
FROM my_hr a, my_dept b
WHERE name = 'Srini'
AND pay_id = '123456' -- This causes the error
AND a.user_id = b.user_id;

The reason for this error is that we are comparing a number column "pay_id" with a string literal value ('123456').

Solution to Resolve the Error:


To fix the error, we need to make sure that we are comparing the "pay_id" column with a number value instead of a string. We can do this by removing the single quotes from the value we are comparing:

SELECT *
FROM my_hr a, my_dept b
WHERE name = 'Srini'
AND pay_id = 123456 -- This is the corrected version
AND a.user_id = b.user_id;

By removing the single quotes from the value of the "pay_id" column, we can compare it with the number column correctly.

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