Serverless ETL using AWS Glue for RDS databases
Problem More companies are aiming to move away from managing their own servers and moving towards a cloud platform. Going serverless offers a lot of benefits like lower administrative overhead and server costs. In the serverless architecture, developers work with event driven functions which are being managed by cloud services. Such architecture is highly scalable and boosts developer productivity
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Develop and test AWS Glue version 3.0 and 4.0 jobs locally using a Docker container | Amazon Web Services
AWS Big Data Blog Develop and test AWS Glue version 3.0 and 4.0 jobs locally using a Docker container Apr 2023: This post was reviewed and updated with enhanced support for Glue 4.0 Streaming jobs. Jan 2023: This post was reviewed and updated with enhanced support for Glue 3.0 Streaming jobs, ARM64, and Glue 4.0. AWS Glue is a fully managed serverless service that allows you to process data coming
AWS Glueã§RDSã«ãƒ‡ãƒ¼ã‚¿ã‚’上書ãä¿å˜ã™ã‚‹ - Qiita
Glueã®ã‚¸ãƒ§ãƒ–ã§DynamicFrameを使ã£ã¦ãƒ‡ãƒ¼ã‚¿ã‚’RDSã«æ›¸ã込むã¨ã〠追記（Append）ã§æ›¸ã込むãŸã‚ã€åŒã˜ã‚¸ãƒ§ãƒ–ã‚’å‹•ã‹ã™ã¨ãƒ‡ãƒ¼ã‚¿ãŒé‡è¤‡ã—ã¦ã—ã¾ã„ã¾ã™ã€‚ DynamicFrameã‚’DataFrameã«å¤‰æ›ã™ã‚‹ã¨ã€ä¸Šæ›¸ãモードã§æ›¸ã込むã“ã¨ãŒã§ãã¾ã™ã€‚ 自動生æˆã•ã‚ŒãŸã‚¸ãƒ§ãƒ–ã®ã‚³ãƒ¼ãƒ‰ã«ä»¥ä¸‹ã‚’追記ã—ã¾ã™ã€‚ JDBCã®æŽ¥ç¶šå®šç¾©ãŒç”¨æ„ã•ã‚Œã¦ã‚‹ã“ã¨ãŒå‰æã§ã™ã€‚ #datasink4 = glueContext.write_dynamic_frame.from_jdbc_conf(frame = dropnullfields3, catalog_connection = "MyConnection", connection_options = {"dbtable": "my_table", "database": "my_database"}, transformation_ctx = "
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