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ETL/CDC: Add information about AWS Database Migration Service (AWS DMS)
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amotl committed Sep 16, 2024
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2 changes: 2 additions & 0 deletions docs/_include/links.md
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[Amazon DynamoDB Streams]: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
[Amazon Kinesis Data Streams]: https://docs.aws.amazon.com/streams/latest/dev/introduction.html
[AWS Database Migration Service (AWS DMS)]: https://aws.amazon.com/dms/
[AWS DMS Integration with CrateDB]: https://cratedb-toolkit.readthedocs.io/io/dms/
[BM25]: https://en.wikipedia.org/wiki/Okapi_BM25
[cloud-datashader-colab]: https://colab.research.google.com/github/crate/cratedb-examples/blob/amo/cloud-datashader/topic/timeseries/explore/cloud-datashader.ipynb
[cloud-datashader-github]: https://github.com/crate/cratedb-examples/blob/amo/cloud-datashader/topic/timeseries/explore/cloud-datashader.ipynb
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19 changes: 18 additions & 1 deletion docs/integrate/cdc/index.md
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Expand Up @@ -17,7 +17,24 @@ to use them optimally.
Please also have a look at support for [generic ETL](#etl) solutions.
:::

## Amazon Kinesis
(cdc-dms)=
## AWS DMS

:::{div}
[AWS Database Migration Service (AWS DMS)] is a managed migration and replication
service that helps move your database and analytics workloads between different
kinds of databases quickly, securely, and with minimal downtime and zero data
loss. It supports migration between 20-plus database and analytics engines.

AWS DMS supports both `full-load` and `cdc` operation modes, often used in
combination with each other (`full-load-and-cdc`).

The [AWS DMS Integration with CrateDB] uses Amazon Kinesis Data Streams as
a DMS target, combined with a CrateDB-specific downstream processor element.
:::

(cdc-kinesis)=
## AWS Kinesis
You can use Amazon Kinesis Data Streams to collect and process large streams of data
records in real time. A typical Kinesis Data Streams application reads data from a
data stream as data records.
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42 changes: 29 additions & 13 deletions docs/integrate/etl/index.md
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Please also have a look at support for [](#cdc) solutions.


## Amazon Kinesis

Amazon Kinesis Data Streams is a serverless streaming data service that
simplifies the capture, processing, and storage of data streams at any
scale, such as application logs, website clickstreams, and IoT telemetry
data, for machine learning (ML), analytics, and other applications.
:::{div}
The [DynamoDB CDC Relay] pipeline uses Amazon Kinesis to relay a table
change stream from a DynamoDB table into a CrateDB table, see also
[DynamoDB CDC](#cdc-dynamodb).
:::


## Apache Airflow / Astronomer

A set of starter tutorials.
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- [Connecting to CrateDB from Apache NiFi]


## AWS DMS

:::{div}
[AWS Database Migration Service (AWS DMS)] is a managed migration and replication
service that helps move your database and analytics workloads between different
kinds of databases quickly, securely, and with minimal downtime and zero data
loss. It supports migration between 20-plus database and analytics engines.

AWS DMS supports both `full-load` and `cdc` operation modes, often used in
combination with each other (`full-load-and-cdc`).

The [AWS DMS Integration with CrateDB] uses Amazon Kinesis Data Streams as
a DMS target, combined with a CrateDB-specific downstream processor element.
:::


## AWS Kinesis

Amazon Kinesis Data Streams is a serverless streaming data service that
simplifies the capture, processing, and storage of data streams at any
scale, such as application logs, website clickstreams, and IoT telemetry
data, for machine learning (ML), analytics, and other applications.
:::{div}
The [DynamoDB CDC Relay] pipeline uses Amazon Kinesis to relay a table
change stream from a DynamoDB table into a CrateDB table, see also
[DynamoDB CDC](#cdc-dynamodb).
:::


## Azure Functions

- {ref}`azure-functions`
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7 changes: 5 additions & 2 deletions docs/migrate/rockset/index.md
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Expand Up @@ -273,13 +273,16 @@ Learn how to migrate your database use cases and workloads from Rockset to Crate

::::{grid-item-card}
:::
:::{rubric} Migrating DynamoDB workloads from Rockset to CrateDB
:::{rubric} Migrating data using AWS DMS
:::
- [AWS DMS Integration with CrateDB]
:::{rubric} Migrating data from DynamoDB to CrateDB
:::
- [DynamoDB Table Loader]
- [DynamoDB CDC Relay]
- [DynamoDB CDC Relay with AWS Lambda]
- Blog: [Replicating CDC events from DynamoDB to CrateDB]
:::{rubric} Migrating MongoDB workloads from Rockset to CrateDB
:::{rubric} Migrating data from MongoDB to CrateDB
:::
- [MongoDB Table Loader]
- [MongoDB CDC Relay]
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