Handling updates and deletions in data lake with AWS Glue
I am trying to setup a data lake on S3. Real time data is ingested through AWS DMS to a S3 folder. DMS writes a one time Loaded csv file and then subsequent updates and deletions in separate csv files. Now I am trying to use AWS Glue to load this data into another S3 folder which contains the final updated data. How can I handle updates and deletions in the incoming data using AWS Glue ?
amazon-web-services etl aws-glue aws-dms data-lake
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
add a comment |
I am trying to setup a data lake on S3. Real time data is ingested through AWS DMS to a S3 folder. DMS writes a one time Loaded csv file and then subsequent updates and deletions in separate csv files. Now I am trying to use AWS Glue to load this data into another S3 folder which contains the final updated data. How can I handle updates and deletions in the incoming data using AWS Glue ?
amazon-web-services etl aws-glue aws-dms data-lake
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
add a comment |
I am trying to setup a data lake on S3. Real time data is ingested through AWS DMS to a S3 folder. DMS writes a one time Loaded csv file and then subsequent updates and deletions in separate csv files. Now I am trying to use AWS Glue to load this data into another S3 folder which contains the final updated data. How can I handle updates and deletions in the incoming data using AWS Glue ?
amazon-web-services etl aws-glue aws-dms data-lake
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
I am trying to setup a data lake on S3. Real time data is ingested through AWS DMS to a S3 folder. DMS writes a one time Loaded csv file and then subsequent updates and deletions in separate csv files. Now I am trying to use AWS Glue to load this data into another S3 folder which contains the final updated data. How can I handle updates and deletions in the incoming data using AWS Glue ?
amazon-web-services etl aws-glue aws-dms data-lake
amazon-web-services etl aws-glue aws-dms data-lake
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
asked Nov 15 '18 at 6:06
Suraj GuptaSuraj Gupta
11
11
add a comment |
add a comment |
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