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+![输入图片说明](ProIMG/20220219-234818.png) + + + ## 数据总线 通过SmarterAPI与Elasticsearch对接,将内部整套数据处理流程完成后对外输出。 @@ -35,7 +40,7 @@ ## 数据标记 ### 实体识别 - HaNLP +- 在HaNLP的基础上进行训练和二次开发,在实战的过程中收集数据样本以及对数据样本标注是最痛苦的事情,为此,我们还开发了一款可以辅助人工标记的工具。 ### 情感分析 百度飞桨 @@ -53,15 +58,34 @@ ### 事件分类 - 自研算法 +- 自研算法 ### 行业分类 - 自研算法 +- 自研算法 ## 数据存储 -分为多个部分存储,MySQL、redis、kafak、Elasticsearch、Mongodb、clickhouse +分为多个部分存储,MySQL、redis、kafak、Elasticsearch、MongoDB、clickhouse。 + +- MySQL + 在系统中储存两部分相关的信息内容,系统配置和临时脏数据储存。 + +- redis + 在系统中除了作为系统缓存,还作为站点数据采集的index索引库。 + +- kafak + 由于数据处理的过程比较多,而且数据量很大,因此采用分布式以及异步的方式对海量数据加工处理。 + +- Elasticsearch + 储存加工好的数据,以及打上各种标签的数据,储存在分布式搜索中,这样便于用户对数据的检索。 + +- MongoDB + 带样式的文章正文原始网页储存在MongoDB中。 + +- Clickhouse + 将每篇文章指纹及海明距离储存在clickhouse中,以便于对相似度和文章主题聚类的计算。 + ## 数据运维 ### 数据清理