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04_GoogleCloudExample

GoogleBigqueryCloud storageSparkBig data
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Versionv2.0 with KNIME AP 5.3.1Latest, created on 
Aug 29, 2024 1:32 PM
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Working with Google Cloud Services

This workflow demonstrates how to connect to various Google Cloud Services such as Google BigQuery, Google Dataproc, and Google Cloud Storage from within KNIME Analytics Platform.

The output of the Google Authenticator node can be used as input for the Google BigQuery Connector node.

The Google BigQuery Connector node provides a DB Connection which can be used with the existing DB nodes to visually assemble queries that are executed within your BigQuery cluster. To upload large amounts of data into the BigQuery cluster use the DB Loader node since the JDBC based interface has a lot of restrictions.

The Google Cloud Storage Connector node connects KNIME Analytics Platform with your Google Cloud Storage and allows you to work with your files using the file handling nodes.

Finally, the Create Spark Context (Livy) node can be used to set up a Spark context in your Google Cloud Dataproc. In order to use the node, you need to execute the Apache Livy Initialization Action during cluster creation. For more details see link to the documentation. Once a context is created you can use all the existing Spark nodes to visually assemble your Spark analysis flow.

External resources

  • Google Cloud Storage
  • Google BigQuery
  • Apache Livy Initialization Action
  • Google Cloud Dataproc
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.3.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.1

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    KNIME BigQueryTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime
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    KNIME DatabaseTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime
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    KNIME Extension for Apache SparkTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime
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    KNIME Google Cloud Storage ConnectionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime
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    KNIME Google ConnectorsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.3.0

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    knime

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