Tag: apache-iceberg

All the articles with the tag “apache-iceberg”.

• Data This Week #31

  13 Sept, 2026 · 5 min read

  Pandas vs. single-machine engines, Delta Lake 4.3 selective data replacement, PlanetScale's Neki, PyIceberg with Apache Polaris, Shopify's gisting, Sony LIV's real-time analytics, and a community debate on dbt development standards.

• Data This Week #27

  9 Aug, 2026 · 6 min read

  Safely migrating Iceberg catalogs without moving data, DuckDB's MySQL engine stress-tested at 500 GB, the end of the Hive Metastore era, hands-on S3 Tables evaluation, why dbt tests don't equal data trust, and an ontology+LLM approach to legacy data modernization.

• Data This Week #26

  2 Aug, 2026 · 4 min read

  Amazon MSK delivers Kafka data directly to Iceberg streaming tables, Iceberg v3 introduces native row-level lineage for CDC, Spotify builds a custom indexing layer for online point queries on the data lake, and a Rust terminal database GUI called Rainfrog.

• Data This Week #25

  26 Jul, 2026 · 6 min read

  S3 Tables compaction myths debunked, DuckDB's vectorized execution internals, Snowflake's managed Iceberg at scale, NOT EXISTS rewritten as anti-joins, partition affinity over Redis, AWS Glue view automation, and Supabase Pipelines in public alpha.

• Data This Week #24

  19 Jul, 2026 · 5 min read

  Databricks bakes native AI and semantic primitives into Spark 4.2, Netflix rebuilds LLM serving with vLLM on Triton, multi-cloud lakehouse architecture on AWS for agentic AI, Kubernetes internals deep dive, and Debezium's log-based CDC architecture.

• Data This Week #23

  12 Jul, 2026 · 5 min read

  Apache OSSIE enters ASF incubation to standardize semantic layers, HubSpot scales to 20B vectors with Qdrant, cloud-native financial search with Iceberg and Turbopuffer, Lakekeeper's Generic Table API for multi-format lakehouses, and versioning Power BI with Git.

• Data This Week #22

  5 Jul, 2026 · 5 min read

  AWS S3 Annotations for business context, Cloudflare's Town Lake lakehouse and Skipper AI agent, Databricks LTAP rethinking database storage, Iceberg native views in Hive, Snowflake pipeline scaling pitfalls, and CRED's zero-data-loss RDS Blue/Green deployments at scale.

• Data This Week #19

  14 Jun, 2026 · 5 min read

  Slack's SSH-to-REST EMR migration, clusterless Iceberg Lakehouse with DuckDB, Iceberg v4 metadata proposals, Spark 4.0 on EMR GA, Apache Gravitino unified catalog, and Databricks Omnigent for AI agent orchestration.