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PYSPARK โ€ข LESSON 21

Reading JSON Datasets

How do we read line-delimited JSON clickstream event records into a DataFrame?

Beginnerโฑ 2 Minutesโญ 180 XP
๐Ÿค” THE QUESTION

How do we read line-delimited JSON clickstream event records into a DataFrame?

๐Ÿ’ก WHAT IS IT?

spark.read.json() ingests newline-delimited JSON records and automatically parses keys into DataFrame columns.

๐ŸŽฏ WHAT IS IT USED FOR?

Ingesting clickstream events, mobile telemetry, REST API dumps, and IoT sensor payloads.

๐Ÿ’ป EXAMPLE
events_df = spark.read.json("data/web_events.json")

๐ŸŽฏ Mission Objectives

Practice typing production-grade PySpark code for Reading JSON Datasets.

  • โœ“ Use spark.read.json reader
  • โœ“ Parse semi-structured JSON records
  • โœ“ Create web events DataFrame