
Getting started with ELK in Python
Set up ELK for a Python app: send Flask logs to Logstash, index them in Elasticsearch, and view them in Kibana, all running locally with Docker Compose.

AI Data Engineering Leader
Natalia Kraszewska is a Data Engineer and Python Developer at DS STREAM. Her main interests are algorithms and sharing knowledge.

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Set up ELK for a Python app: send Flask logs to Logstash, index them in Elasticsearch, and view them in Kibana, all running locally with Docker Compose.


Validate data in Python with Pydantic: enforce strict types, parse YAML configuration files, handle secrets safely, and configure models for cleaner code.
