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tanszek:oktatas:iss_t:modern_data_integration_based_on_protocol_buffer

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tanszek:oktatas:iss_t:modern_data_integration_based_on_protocol_buffer [2024/03/17 17:07] – kneheztanszek:oktatas:iss_t:modern_data_integration_based_on_protocol_buffer [2024/03/18 10:07] (current) – knehez
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 ==== Key Features of Protobuf ==== ==== Key Features of Protobuf ====
     * **Efficiency**: Protobuf is designed to be more efficient than XML and JSON, both in terms of speed and the size of the serialized data.     * **Efficiency**: Protobuf is designed to be more efficient than XML and JSON, both in terms of speed and the size of the serialized data.
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     * **Cross-language**: Protobuf supports generated code in various programming languages, allowing for easy data exchange between systems written in different languages.     * **Cross-language**: Protobuf supports generated code in various programming languages, allowing for easy data exchange between systems written in different languages.
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     * **Backward compatibility**: Protobuf is designed to maintain compatibility even if the structure of the data changes, allowing old code to read new data formats and vice versa.     * **Backward compatibility**: Protobuf is designed to maintain compatibility even if the structure of the data changes, allowing old code to read new data formats and vice versa.
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     * **Less verbose**: Protobuf messages are much less verbose than XML, leading to significant bandwidth savings.     * **Less verbose**: Protobuf messages are much less verbose than XML, leading to significant bandwidth savings.
 +
 +==== Using Protobuf in Data Integration ====
 +
 +//Protobuf// can be particularly useful in data integration scenarios where different systems or components need to exchange data efficiently.
 +
 +    * **Cross-Language Communication**: since Protobuf supports various languages (Java, C++, Python, etc.), it's an excellent choice for integrating systems that are //developed in different programming languages//.
 +    * **Microservices Architecture**: in a //microservices// architecture, different services might need to communicate with each other over a network. Protobuf can be used to serialize the messages exchanged between services, ensuring efficient communication.
 +    * **API Development**: when developing APIs, especially those that are used heavily or exposed to external users, Protobuf can be used to efficiently serialize request and response bodies. This can be particularly beneficial for mobile clients where bandwidth might be limited.
 +    * **Big Data and Streaming**: For systems that process large volumes of data or stream data in real-time, Protobuf can be used to serialize data points efficiently. This ensures that the system can handle high volumes of data with minimal overhead.
 +    * **Data Storage:** Protobuf can also be used for serializing data before storing it in databases or file systems. Its efficient serialization can lead to performance improvements and reduced storage costs.
 +
 +To implement Protobuf in a data integration project, you would typically:
 +
 +  * Define your data structures in a **.proto** file.
 +  * Use the Protobuf compiler (**protoc**) to generate data access classes in your preferred programming language from your .proto files.
 +  * Use these //generated classes// to serialize and deserialize your data structures for communication between systems or services.
  
 More details can be found here: More details can be found here:
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 https://developers.google.com/protocol-buffers/docs/tutorials https://developers.google.com/protocol-buffers/docs/tutorials
  
-1.) Install the translator from the official website. https://github.com/protocolbuffers/protobuf/releases - in the case of Windows, unzip the file protoc-XXX.zip.+1.) Install the compiler from the official website. https://github.com/protocolbuffers/protobuf/releases - in the case of Windows, unzip the file protoc-XXXXXX-win64.zip.
  
 2.) Create a directory called ./proto and the file book.proto with the following content: 2.) Create a directory called ./proto and the file book.proto with the following content:
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 4.) Upgrade protobuf interface 4.) Upgrade protobuf interface
-   pip install –upgrade protobuf+   pip install protobuf
  
 5.) Create the server.py file with the following content: 5.) Create the server.py file with the following content:
tanszek/oktatas/iss_t/modern_data_integration_based_on_protocol_buffer.1710695220.txt.gz · Last modified: 2024/03/17 17:07 by knehez