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Coursera

Elasticsearch Joins & Parent-Child Queries

EDUCBA via Coursera

Overview

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Build advanced Elasticsearch skills to model and query complex document relationships. You’ll begin by exploring how Elasticsearch supports relational-style querying through application-side joins and JSON structures. You’ll then apply nested queries, configure appropriate mappings, validate document structures, and accurately analyze arrays of objects. As you progress, you’ll index event-driven data such as sign-up and payment events, examine data flows, and use inner hits to retrieve detailed nested or child document matches. You’ll also construct parent-child mappings, use global ordinals, and evaluate performance trade-offs when modeling one-to-many relationships without duplicating data. Through structured lessons and practical workshops, you’ll implement has_child and has_parent queries, refine results with filters and constraints, and sort parent documents using child values. Designed for data engineers, developers, and search specialists, this course uniquely connects familiar relational concepts with Elasticsearch’s document-oriented model. Enroll to confidently structure, index, and query complex datasets while making informed decisions about nested and parent-child approaches.

Syllabus

  • Query Joins and Fundamentals
    • This module introduces learners to the relational aspects of Elasticsearch, focusing on how queries can simulate relational joins within JSON structures. It covers application-side joins, nested queries, mapping validations, and practical workshops to ensure accurate and efficient query execution. By the end of this module, learners will understand how to structure and query complex document relationships.
  • Event Data and Advanced Query Features
    • This module explores how event-based data is indexed and analyzed in Elasticsearch. Learners will work with sign-up and payment events, post-event indexing, and the use of inner hits for detailed query results. The module also introduces parent-child mappings and global ordinals to efficiently model one-to-many relationships.
  • Parent-Child Queries and Document Relationships
    • This module provides hands-on practice with advanced parent-child queries. Learners will master the has_child and has_parent queries, refine queries with constraints, and sort parent documents using child values. The focus is on understanding performance considerations and effectively linking parent and child data for scalable queries.

Taught by

EDUCBA

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