Observe For Snowflake

The Observe platform is a cloud-native Observability platform which enables organizations to investigate everything from performance problems to outages to security incidents. Observe does this by collecting the vast quantities of machine-generated data applications and infrastructure emit and, using a unique approach, making it understandable by humans. This enables engineers to spend more time coding features and less time investigating incidents which improves customer experience.

Observe for Snowflake (O4S) natively integrates with Snowflake Trail to give instant observability into your Snowflake Data Cloud. O4S helps you easily collect data around query executions, Snowpark workloads, ML/AI models, and the underlying infrastructure so your SREs and Data Engineering teams can detect anomalies, uncover root causes, and resolve them faster than ever before – no matter where they occur across the Snowflake deployment.<br/>

Currently O4S provides a turn key solution for collection of logs, metrics and traces from your Snowflake [EVENT_TABLE](https://docs.snowflake.com/en/developer-guide/logging-tracing/event-table-operations) (aka Snowflake Trail), as well as collection of a number of views packaged with the Snowflake [ACCOUNT_USAGE ](https://docs.snowflake.com/en/sql-reference/account-usage)views.<br/>

The Observe platform is built on Snowflake, and takes advantage of Snowflake's modern architecture to analyze an order of magnitude more data at a fraction of the cost. Meet The Observability Cloud!

搜集汇总

背景与挑战

背景概述

Observe for Snowflake（O4S）是一个专为Snowflake Data Cloud设计的原生可观测性解决方案，它通过Snowflake Trail和ACCOUNT_USAGE视图自动收集日志、指标和追踪数据，帮助团队快速检测异常并解决问题。该数据集基于Snowflake架构构建，能够以低成本高效分析大规模数据，提升工程师的工作效率和客户体验。