2022数据智能应用实践报告.pdf

?5?|?2022?研?研?研?研?确?研?研?封?割模?研?研塑?撑练?研?研?研?研?去?DataOpsDataOps?研务?研务?研务?研?研?研?研?研?研?封?研割?研?封?研?研务?研?撑?DataOps?研?务?研?封?DataOps?研务?研?研?研?DataOps?割?告?研务?研?封?研?封?研?研?研?研?去?研?研?研?研?研?研?研?研?研?研?封?筛?筛?筛?去?研?研?研?研?研?研?6?|?2022?研?研?务?割?研?去?研?去?研?研?封?1?研?2?研?3?研?研?研?务?NLP?去?研?务?研?聊研?研?研?研?研?割?聊?研?去?研?研?研?7?|?2022?1.1.?研?2 2.2.?研?5 2.1?研?研?5 2.2?研?去?6 3.3.?DataOps?研务?13 3.1?研?研?封?13 3.2?DataOps?研?13 4.4.?研?务?24 4.1?研?封?24 4.2?研?24 5.5.?筛?33 5.1?筛?封?33 5.2?研?研?割?34 6.6.?研?41 6.1?研?41 6.2?研?42 7.7.?研?54 7.1?54 7.2?54 8.8.?73?74?75?76?1?|?2022?2?|?2022?1.1.?研?研?研?研?研?研?研务?封?研?研?研?的?封?务?研?研?研?研?够?研?务?研?研?研?研?1?务?研?封?研?割?务?研?研?研?去?3?|?2022?筛?研?对?研?研?封?2?4?|?2022?5?|?2022?2.2.?研?2.1?研?研?研?研?的?确?研?研?研?撑练?研?3?研?撑练?研?撑练?研?研?研?研?研?撑练?l?研?研?研?研?研?研割?务?研?研?研?研?研?封?l?研塑?研塑?研?研?研塑?研?研?6?|?2022?研?研?研?研?研?研?研?研?研?2.2?研?4?研?研?研?研?研?研?Parquet?研?务?研?研?ACID?研?空?研?研?研?SQL?CDC?Change?Data?Capture?研?研?OLAP?务?研?封?的?的?研?TCO?Total?Cost?of?Ownership?7?|?2022?1?研?研?500?5?尽?务?千?研?研?模?研?CDP?研?封?研?研?包?研?1.?1.?研?割?研?割?研?千?研?研?包?研?研?割?研?封?研?封?匹?研?2.?2.?割?割?研?割?研?割?研?撑?封?研?研?研?2-3?3.?3.?研?割?研?割?研?封?告?割?研?去?封?研?撑?研?研?割?够?5-10?研?研?研?研?封?撑?8?|?2022?封?告割?研?封?研?研?研?研?研?务?研?名?尽?研?匹?研?撑练?研?研?研?研?研?研?够?5-10?研?研?研?研?研?1.?1.?研?研?研?研?研?研?的?的?封?2.?2.?研?研?研?研?研?模?研?研?研?研?研?研?研?研?封?封?研?研?研?研?研?3.?3.?研?研?9?|?2022?研?研 API?API 封?研?研?割?割?研?封?研?DataOps?爽?研?封?研?封?研?研?研?封?撑?匹?研导?10?|?2022?5?研?研?研?模?研?1.?1.?11?|?2022?2.?研?研?2.?研?研?WEB?APP?研?研?研?研?尽?研?研?3.?研?研?3.?研?研?研?封?研务?封?封?研?研?封?研?模?研?封?研?撑?封?12?|?2022?DataOps?13?|?2022?3.3.?DataOps?研务?研务?研?研?研?撑?DataOps?研?研?封?DataOps?研务?3.1?研?研?研?研?BI?务?研?务?研?研?研?研?研?l?研?研?研?割?研?割?研?割?ETL?务?研?研?封?研?l?研?撑练?研?研?撑练?研?务?研?撑练?IT?研?BI?务?研?研?封?研?研?研?研?研?研?研?封?研?研?研?封?研?研?研?研?研?3.2 DataOps?研?DataOps?去?研?研?封?研?研?研?DataOps?研?研?研?研?DataOps?14?|?2022?6?DataOps?7?DataOps?DataOps?割?DataOps?研务?封?确?15?|?2022?2?研务?研?研?尽?去?务?务?ITIT?撑?研?研?研?撑?研?研?研?2015?的?封?研?告?研?务?IT?研?研?研?撑练?务?务?研?研?研?研?尽?割?割?研?研?告?研?研?研?割模?研?研?割模?研?研?模?研?割?割?割模?研?割?研?撑?割?研?撑?割?研?研?撑?撑?封?研?研?割?研?模?研务?研?研务?研?研?封?研?Oracle?Hadoop?研?告?研?研务?研?封?滑?16?|?2022?滑?To?B?研?去?封?去?滑?8?模?研务?够?研务?研?研?封?研?8?务?1 1?研?研?研?研?研?研?研?研?研?ODS?研?DWD?研?DWS?ADS?割?研聊研?研?割?研?割?撑?封?研?研?滑?Hadoop?研?研?研?研?ODS?研?17?|?2022?研?滑?够?割?务?研?DWD?研?研?研?DWS?ADS?研?2 2?研?封?研?封?滑?研?封?研?封?封?封?研?3 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