--- title: "Investigate logs across your entire stack with Federated Logs" url: https://daily.dev/posts/investigate-logs-across-your-entire-stack-with-federated-logs-d8yo1focd source_url: https://www.datadoghq.com/blog/federated-logs-databricks-clickhouse-snowflake type: article source: "Datadog" published: 2026-06-10T11:58:02.514Z updated: 2026-06-10T11:59:06.330Z tags: ["devops", "logging", "observability", "databricks", "clickhouse"] reading_time: 6 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Investigate logs across your entire stack with Federated Logs **[Datadog](https://daily.dev/sources/datadog)** · 6 min read · 0 upvotes · 0 comments ## Summary Datadog Federated Logs enables querying logs stored across multiple external data stores — including Databricks, ClickHouse, Amazon S3, and Snowflake — directly from the Datadog Log Explorer using a single, consistent query syntax. This eliminates context switching during incident investigations that span multiple storage backends. Combined with Observability Pipelines, teams can centralize log routing, schema normalization, PII redaction, and enrichment before logs reach their destinations, maintaining end-to-end control while preserving each team's preferred storage architecture. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Store and search high-volume logs with ClickHouse and Datadog](https://daily.dev/posts/store-and-search-high-volume-logs-with-clickhouse-and-datadog-ryded8sbe) · Datadog · 0 upvotes · 0 comments - [Datadog and ClickHouse partner to bring full-fidelity data to modern observability](https://daily.dev/posts/datadog-and-clickhouse-partner-to-bring-full-fidelity-data-to-modern-observability-qyzn3as85) · ClickHouse · 0 upvotes · 0 comments - [Datadog and ClickHouse partner to bring full-fidelity data to modern observability](https://daily.dev/posts/datadog-and-clickhouse-partner-to-bring-full-fidelity-data-to-modern-observability-0pmolbmdr) · ClickHouse · 0 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#logging](https://daily.dev/tags/logging), [#observability](https://daily.dev/tags/observability), [#databricks](https://daily.dev/tags/databricks), [#clickhouse](https://daily.dev/tags/clickhouse) [View this post on daily.dev](https://daily.dev/posts/investigate-logs-across-your-entire-stack-with-federated-logs-d8yo1focd)