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14 Top Data Pipeline Key Terms Explained

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 Here are some key terms commonly used in data pipelines 1. Data Sources Definition: Points where data originates (e.g., databases, APIs, files, IoT devices). Examples: Relational databases (PostgreSQL, MySQL), APIs, cloud storage (S3), streaming data (Kafka), and on-premise systems. 2. Data Ingestion Definition: The process of importing or collecting raw data from various sources into a system for processing or storage. Methods: Batch ingestion, real-time/streaming ingestion. 3. Data Transformation Definition: Modifying, cleaning, or enriching data to make it usable for analysis or storage. Examples: Data cleaning (removing duplicates, fixing missing values). Data enrichment (joining with other data sources). ETL (Extract, Transform, Load). ELT (Extract, Load, Transform). 4. Data Storage Definition: Locations where data is stored after ingestion and transformation. Types: Data Lakes: Store raw, unstructured, or semi-structured data (e.g., S3, Azure Data Lake). Data Warehous...

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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