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# Data pipeline

![](https://www.e-time.it/wp-content/uploads/2019/09/about_us_img_01.png "about_us_img_01")

## Data pipeline: what is it

A **Data Pipeline** is a set of actions aimed at collecting a stream of data from different channels (appropriately filtered), directing them to a single collection point (repository), where they can be stored and analyzed.

**Data pipelines** eliminate many of the manual processes that are inherently error-prone by **automating the process** of extracting data from source points, transforming and validating data for upload to the target repository.

### Types and functions

Talking about Data Pipelines, one of the concepts that come alongside is that of:

-   **ETL pipeline** (Extraction, Transformation, Upload). This type of pipeline uses a batch processing system (data is extracted periodically, transformed, and uploaded to a target repository).

For organizations that have to manage large amounts of data, however, the option to follow is:

-   **ELT pipeline** (Extraction, Loading, Transformation). Data is moved in real time from the source systems to the destination respository. This allows users to analyze and create reports without waiting for the IT department to intervene to extract them.

![](https://www.e-time.it/wp-content/uploads/2019/09/home_img-04.png "home_img-04")

##### benefits

### Data Pipeline: benefits

![](https://www.e-time.it/wp-content/uploads/2022/03/err.webp "err")

#### Less errors

Reduce the risk of human error from processing complex data

![](https://www.e-time.it/wp-content/uploads/2022/03/quali.webp "quali")

#### Data Quality

Constant mapping of data flows  
is a guarantee of data quality

![](https://www.e-time.it/wp-content/uploads/2022/03/efficency-1.webp "efficency")

#### Efficiency

Reduced costs and  
more reliable processes

![](https://www.e-time.it/wp-content/uploads/2022/03/rep.webp "rep")

#### Reports

Data accessibility and  
rapidity of consultation

![](https://www.e-time.it/wp-content/uploads/2022/03/real.webp "real")

#### Real time

Real time  
data-processing

![](https://www.e-time.it/wp-content/uploads/2022/03/flex.webp "flex")

#### Flexibility

Quick response to changes and  
user needs

![Processi di assistenza Service Desk e ticketing ITIL con il software Rexpondo](https://www.e-time.it/wp-content/uploads/2022/03/home_img-00.webp "home_img-00")

##### RELY ON E-TIME

#### Our solutions

The real added value of E-Time is the competence of our team made up of people specialized in various IT disciplines.

Our professional is testified by our clients, among whom we can count important names on the national and international scene.

[See our solutions](https://www.e-time.it/en/apache-airflow-workflow-management/index.md)

Do you need further information? Contact us.

[CONTACT US](https://www.e-time.it/contacts/index.md)

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E-time is a Software House and System Integrator specialized in IT consulting web based and mobile software development for companies, banks and insurance companies.

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#### Services

#### Solutions

#### Quick Links

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