Topic
CDC
6 posts tagged “CDC”.
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The Lakehouse Ingestion Tool Landscape: Fivetran, Airbyte, dlt, and CDC vs Batch
Ingestion used to end at a warehouse. A connector pulled from Salesforce or Postgres, wrote to a staging schema in Snowflake or BigQuery, and the…
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Iceberg Row Lineage: The Feature AI and CDC Workloads Will Eventually Depend On
Every roundup of Apache Iceberg v3 runs the same order: deletion vectors first, the Variant type second, and then, somewhere in the back half, a…
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Mastering Apache Iceberg v3 Deletion Vectors for High-Throughput Streaming Ingest
Here is a bill that surprises teams every quarter. A Flink pipeline streams change data capture events into an Apache Iceberg table, a few thousand…
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How Iceberg V3 Deletion Vectors Fixed Merge-on-Read for Streaming Tables
A change data capture pipeline lands updates from an operational database every thirty seconds. Under Iceberg V2 with merge-on-read, each of those…
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The State of Streaming to Apache Iceberg in July 2026: Every Path, Its Latency, and What to Do When Seconds Are Not Fast Enough
The most common architecture question I get in 2026 is no longer "should we use Iceberg." That one is settled. The question now is "how fresh can our…
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CDC Without Complexity Using Iceberg v3 Row Lineage
Row lineage gives Iceberg a native way to tell incremental consumers which rows changed and when they changed. That is the useful lens for Iceberg v3…