Tag: #iceberg

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• How to Read the 2026 Data Tooling Landscape — Layer-by-Layer Decisions, Not a Tool List

  On July 28, 2026, "A Data Tooling Landscape Guide for Developers" landed on GeekNews and picked up 51 points. It is a good map, but a map does not choose your destination for you. This post redraws the same landscape acr

  2026-07-31 · 16 min read #data-engineering#lakehouse#iceberg#duckdb#data-platform

• Iceberg v3 Row Lineage: Row IDs Aren't Stored in the File

  Apache Iceberg format v3 writes row lineage — a stable identifier for every row — into the spec, and it isn't optional: any v3 table has it on unconditionally. But that value isn't stored in the data file — it's computed

  2026-07-16 · 18 min read #iceberg#lakehouse#table-format#data-engineering#spark

• Modern Hadoop & Big Data Ecosystem 2026 Deep Dive - Hadoop 3.4 · Spark 4 · Hive 4 · Kafka 4 · Flink 2 · Iceberg · Trino

  In 2026 Hadoop and the broader big-data ecosystem are not dead — they have been relocated. Hadoop 3.4 Erasure Coding and Ozone, Spark 4 ANSI mode and Spark Connect, Hive 4 Iceberg integration, Kafka 4 with KRaft GA and t

  2026-05-16 · 26 min read #english#hadoop#spark#hive#kafka

• Hadoop Ecosystem & Data Engineering 2026 Deep Dive - Hadoop, Spark, Flink, Trino, Iceberg, Delta Lake, Hudi, Airflow, dbt

  A complete look at the data engineering stack in May 2026. The truth behind the "Hadoop is dead" headline (HDFS is shrinking, but YARN and the lakehouse pattern survive), the conclusion of the Iceberg vs Delta Lake vs Hu

  2026-05-16 · 25 min read #hadoop#spark#flink#trino#presto

• Is Hadoop Dead? — The Evolution of the Big Data Stack, From Hadoop to Lakehouse (Spark, Iceberg, Delta, and Where Things Actually Stand in 2026)

  Is Hadoop dead? More precisely — it has been demoted from the default. The HDFS plus YARN plus MapReduce trio is no longer how anyone starts a new analytics platform. Spark replaced MapReduce, object storage replaced HDF

  2026-05-14 · 21 min read #hadoop#big-data#spark#iceberg#delta-lake

• Data Engineering Complete Guide — Lakehouse, Streaming, dbt, Orchestration, Data Mesh (Season 2 Ep 8, 2025)

  Data engineering is no longer "running ETL scripts." In 2025 a data engineer designs Lakehouse architectures (Iceberg, Delta, Hudi), combines Streaming (Flink, Kafka) with Batch (Spark), standardizes modeling with dbt, r

  2026-04-15 · 10 min read #data-engineering#lakehouse#iceberg#delta-lake#hudi