Building Data Ingestion Platform
Building a Data Ingestion Platform using Apache Nifi could be tedious. Let's explore this use case, which reveals the challenges and techniques for building such a platform.
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Apache Nifi is an open source for distributing and processing of data supporting data routing and transformation.
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It is an integration, automation tool to perform data ingestion at a faster pace.
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Data Ingestion is a process of moving data from source to destination to analyze further.
Business Challenge for Building Data Pipeline
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Build a Data Pipeline on a single platform for each case.
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Build a platform to handle high load.
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Different Processes Run at Different Time
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Data Loss and Duplication.
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Distributed Systems lead to Broken Connections
A unified data ingestion framework for extracting, transforming and loading a large volume of data from a variety of data sources. Taken From Article, Unified Data Ingestion Solution
Solution Offerings for Using Apache Nifi
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Apache Nifi, used to build a Data Ingestion Platform, uses a reliable system to process and distribute the data over several resources.
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Apache NiFi works in both standalone mode and cluster mode. Apache Nifi retrieves incoming messages, filters, and formats using different processors.
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Real-Time Processing in the cluster to perform ETL at Real-Time.
Apache Nifi Features and Applications
Open Source is an indispensable factor in the ETL world. Apache Nifi is composed of processing elements and ETL with a graphical interface. Flowfiles containing metadata information are inside Apache Nifi DataFlows.
Key Features of Apache Nifi
- Visual Command and Control
- Enables Scale Out, Scale Up, and Scale Down
- Data Routing
- Dynamic Prioritisation
Apache Nifi is highly fault-tolerant. It leverages automation and manages the flow of information between systems, promoting data provenance, security, and extensibility.
Supremacy of Apache Nifi
- Enables De-coupling of Data Ingestion
- High Availability due to Cluster Mode
- Scalable Approach
- Data Fetching at a faster pace
- Ensures Data Lineage
- Real-Time User Interface
- Data Source Agnostic Platform
- Data Security
Real-Time Applications of Apache Nifi
- Enterprise Data Integration Platform
- Edge Intelligence for IoT
- Real-Time Monitoring of Customer Activity
- Data Flow Management
- Relational Data Ingestion
- Streaming Analytics
