chunmk / bigdata-interop

Libraries and tools for interoperability between Hadoop-related open-source software and Google Cloud Platform.

bigdata-interop

Libraries and tools for interoperability between Apache Hadoop related open-source software and Google Cloud Platform.

Google Cloud Storage connector for Apache Hadoop

The Google Cloud Storage connector for Hadoop enables running MapReduce jobs directly on data in Google Cloud Storage by implementing the Hadoop FileSystem interface. For details, see the README.

Google BigQuery connector for Apache Hadoop MapReduce

The Google BigQuery connector for Hadoop MapReduce enables running MapReduce jobs on data in BigQuery by implementing the InputFormat & OutputFormat interfaces. For more details see the documentation

Google Cloud Pub/Sub connector for Apache Spark Streaming

The Google Cloud Pub/Sub connector for Spark Streaming enables running Spark Streaming Job on topics in Pub/Sub by implementing the InputDStream interface. For more details see the README

Building the Cloud Storage (GCS) and BigQuery connectors

To build the connector for specific Hadoop version, run the following commands from the main directory:

# with Hadoop 2 and YARN support:
./mvnw -P hadoop2 clean package
# with Hadoop 3 and YARN support:
./mvnw -P hadoop3 clean package

In order to verify test coverage for specific Hadoop version, run the following commands from the main directory:

# with Hadoop 2 and YARN support:
./mvnw -P hadoop2 -P coverage clean verify
# with Hadoop 3 and YARN support:
./mvnw -P hadoop3 -P coverage clean verify

The GCS connector JAR can be found in gcs/target/. The BigQuery JAR can be found in bigquery/target/.

Building the Google Cloud Pub/Sub connector

Building the Pub/Sub Connector is described in its README.

Adding the Cloud Storage (GCS) and BigQuery connectors to your build

Maven group ID is com.google.cloud.bigdataoss and artifact ID for Cloud Storage connector is gcs-connector and for BigQuery connectors is bigquery-connector.

To add a dependency on one of the connectors using Maven, use the following:

<dependency>
  <groupId>com.google.cloud.bigdataoss</groupId>
  <!-- Cloud Storage: -->
  <artifactId>gcs-connector</artifactId>
  <version>hadoop2-1.9.17</version>
  <!-- or, for BigQuery: -->
  <artifactId>bigquery-connector</artifactId>
  <version>hadoop2-0.13.17</version>
</dependency>

Resources

On Stack Overflow, use the tag google-cloud-dataproc for questions about the connectors in this repository. This tag receives responses from the Stack Overflow community and Google engineers, who monitor the tag and offer unofficial support.