@@ -27,18 +27,18 @@ outlines how to use them effectively. Additionally, see support for {ref}`cdc` s
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2929::::{grid-item-card} {material-outlined}` air;2em ` Dataflow / Pipeline / Code-first
30- - {ref}` apache- airflow`
30+ - {ref}` airflow `
3131
3232 Apache Airflow is an open-source software platform to programmatically author,
3333 schedule, and monitor workflows. Pipelines are defined in Python, allowing for
3434 dynamic pipeline generation and on-demand, code-driven pipeline invocation.
3535
36- - {ref}` apache- flink`
36+ - {ref}` flink `
3737
3838 Apache Flink is a programming framework and distributed processing engine for
3939 stateful computations over unbounded and bounded data streams, written in Java.
4040
41- - {ref}` apache- nifi`
41+ - {ref}` nifi `
4242
4343 Apache NiFi is a dataflow system based on the concepts of flow-based programming.
4444 It supports powerful and scalable directed graphs of data routing, transformation,
@@ -69,7 +69,7 @@ Use data pipeline programming frameworks and platforms.
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7171::::{grid-item-card} {material-outlined}` all_inclusive;2em ` Low-code / No-code / Visual
72- - {ref}` apache- hop`
72+ - {ref}` hop `
7373
7474 Apache Hop aims to be the future of data integration. Visual development enables
7575 developers to be more productive than they can be through code.
@@ -132,7 +132,7 @@ Load data from database systems.
132132
133133
134134::::{grid-item-card} {material-outlined}` fast_forward;2em ` Streams
135- - {ref}` apache- kafka`
135+ - {ref}` kafka `
136136
137137 Apache Kafka is an open-source distributed event streaming platform
138138 for high-performance data pipelines, streaming analytics, data integration,
@@ -186,7 +186,7 @@ Use serverless compute units for custom import tasks.
186186
187187::::{grid-item-card} {material-outlined}` dataset;2em ` Datasets
188188
189- - {ref}` apache- iceberg`
189+ - {ref}` iceberg `
190190
191191 Apache Iceberg is an open table format for analytic datasets.
192192
@@ -202,25 +202,25 @@ Load data from datasets and open table formats.
202202:::
203203
204204:::{div}
205- - {ref}` apache-airflow `
206- - {ref}` apache-flink `
207- - {ref}` apache-hop `
208- - {ref}` apache-iceberg `
209- - {ref}` apache-kafka `
210- - {ref}` apache-nifi `
211- - {ref}` aws-dynamodb `
212- - {ref}` aws-kinesis `
213- - {ref}` aws-dms `
205+ - {ref}` airflow `
214206- {ref}` aws-lambda `
215207- {ref}` azure-functions `
216208- {ref}` dbt `
209+ - {ref}` dms `
210+ - {ref}` dynamodb `
217211- {ref}` estuary `
212+ - {ref}` flink `
213+ - {ref}` hop `
214+ - {ref}` iceberg `
218215- {ref}` influxdb `
216+ - {ref}` kafka `
219217- {ref}` kestra `
218+ - {ref}` kinesis `
220219- {ref}` meltano `
221220- {ref}` mongodb `
222221- {ref}` mysql `
223222- {ref}` n8n `
223+ - {ref}` nifi `
224224- {ref}` node-red `
225225- {ref}` risingwave `
226226- {ref}` sql-server `
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