TrillaBit 利用 ClickHouse 增强分析和报告
技术
- 应用基础设施与中间件 - 数据交换与集成
- 平台即服务 (PaaS) - 应用开发平台
适用行业
- 设备与机械
- 零售
适用功能
- 仓库和库存管理
用例
- 库存管理
- 拣选/分拣/定位
服务
- 云规划/设计/实施服务
- 系统集成
关于客户
TrillaBit Quick Intelligence 是一个用于报告和商业智能的动态 SaaS 平台。它是一个端到端的企业级平台，可处理多租户和安全性，同时允许对大数据进行动态数据探索。无论部署在何处，它都可以与 ClickHouse 集成。 TrillaBit 是一个搜索驱动的分析平台，能够处理来自各种来源的数据，并在不同场景下提供灵活性。它旨在为 BI 装配线问题提供经济高效的解决方案，允许用户在搜索栏中提出问题并立即获得直观答案。 TrillaBit 可扩展到物联网和网络级数据流量，轻松处理数万亿行数据，同时提供实时分析。
挑战
TrillaBit 是一个用于报告和商业智能的动态 SaaS 平台，最初使用 Apache Solr 作为其数据后端。然而，他们很快就遇到了一些挑战。 Solr 作为一种键值存储，比大容量非线性聚合或数据压缩更适合搜索以提高性能。它的查询语言不像 SQL 那样成熟，并且不能有效地处理连接。在实现来自各种来源的真实公司数据时，TrillaBit 发现不同场景需要更大的灵活性。他们需要一种能够以低成本进行管理并且能够在他们的环境中实施以获得实践经验和理解的解决方案。然而，像 Snowflake 这样的流行竞争者过于昂贵，并且不允许完全本地实施。
解决方案
TrillaBit 转向 ClickHouse，这是一个开源的、面向列的数据库管理系统，可以实时生成分析数据报告。 ClickHouse 提供快速的性能和低成本，使其成为一个绝佳的替代方案。设置 ClickHouse 本地/自我管理 (AWS) 使 TrillaBit 能够快速获得实践经验，以了解它如何适应他们的环境。 ClickHouse 的集成引擎使数据摄取变得更加容易，其表引擎功能允许直接连接到其他关系存储（例如 MySQL 或 Postgres）。 TrillaBit 还利用 ClickHouse 的数据管理引擎（主要是 ReplacingMergeTree）根据排序键删除重复项。对于需要数据移动的客户端集成，TrillaBit 使用了 Airbyte。随着 TrillaBit 的发展，他们迁移到 ClickHouse Cloud，将集群管理转移到云端，以专注于他们的产品。
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