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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 Write Recursive Shell Script in Bash Terminal

Bash Recursive Function How to Write it Quickly


Here's a simple bash recursive function. To write it, you can use JavaScript and other scripting languages. Below is the example that shows you how to write a recursive function in the bash shell.

Recursive function

Precisely, calling the same function within it is called the Recursive function. We call itself and its contents. 

Moreover, the recursive functions go in the loop due to self-calling. While writing the code, ensure it has a condition that breaks the loop.

Recursive logic


#!/bin/bash
for ((i = 1; i < 65; i++))
{ ((arr[i - 1] = i)) } i = 1;
key = 8

function linear_search {
echo "Element value: ${arr[$i-1]}"
if ((arr[i - 1] == key)) then
echo "Linear search found $key on attempt $i" return 0 => it breaks the loop
else ((i++)) linear_search = > Calling th same script fi
}
linear_search = > Calling the same script

Output

Here is the dissection of the output. Displayed the array's elements until match-condition occurs. In the end, a display statement tells at which point the condition is satisfied.


Shell script


Summary

  • The For Loop's purpose is to get elements one by one
  • The "arr" is a keyword for an Array in bash
  • The i-1 is to calculate an index for the array

References

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