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Release 0.42.0.
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‎CHANGES.md‎

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# Release Notes
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## Next
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## 0.42.0 - 2025-02-06
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* PR #1333: Initial implementation of a BigQuery backed Spark Catalog
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* PR #1335: Adding indirect write GCS cleanup logs
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* BigQuery API has been upgraded to version 2.47.0

‎README.md‎

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| version | Link |
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|------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| Spark 3.5 | `gs://spark-lib/bigquery/spark-3.5-bigquery-0.41.1.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.5-bigquery-0.41.1.jar)) |
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| Spark 3.4 | `gs://spark-lib/bigquery/spark-3.4-bigquery-0.41.1.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.4-bigquery-0.41.1.jar)) |
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| Spark 3.3 | `gs://spark-lib/bigquery/spark-3.3-bigquery-0.41.1.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.3-bigquery-0.41.1.jar)) |
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| Spark 3.2 | `gs://spark-lib/bigquery/spark-3.2-bigquery-0.41.1.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.2-bigquery-0.41.1.jar)) |
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| Spark 3.1 | `gs://spark-lib/bigquery/spark-3.1-bigquery-0.41.1.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.1-bigquery-0.41.1.jar)) |
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| Spark 3.5 | `gs://spark-lib/bigquery/spark-3.5-bigquery-0.42.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.5-bigquery-0.42.0.jar)) |
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| Spark 3.4 | `gs://spark-lib/bigquery/spark-3.4-bigquery-0.42.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.4-bigquery-0.42.0.jar)) |
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| Spark 3.3 | `gs://spark-lib/bigquery/spark-3.3-bigquery-0.42.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.3-bigquery-0.42.0.jar)) |
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| Spark 3.2 | `gs://spark-lib/bigquery/spark-3.2-bigquery-0.42.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.2-bigquery-0.42.0.jar)) |
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| Spark 3.1 | `gs://spark-lib/bigquery/spark-3.1-bigquery-0.42.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-3.1-bigquery-0.42.0.jar)) |
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| Spark 2.4 | `gs://spark-lib/bigquery/spark-2.4-bigquery-0.37.0.jar`([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-2.4-bigquery-0.37.0.jar)) |
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| Scala 2.13 | `gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.13-0.41.1.jar` ([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-bigquery-with-dependencies_2.13-0.41.1.jar)) |
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| Scala 2.12 | `gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.41.1.jar` ([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.41.1.jar)) |
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| Scala 2.13 | `gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.13-0.42.0.jar` ([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-bigquery-with-dependencies_2.13-0.42.0.jar)) |
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| Scala 2.12 | `gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.42.0.jar` ([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.42.0.jar)) |
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| Scala 2.11 | `gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.11-0.29.0.jar` ([HTTP link](https://storage.googleapis.com/spark-lib/bigquery/spark-bigquery-with-dependencies_2.11-0.29.0.jar)) |
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The first six versions are Java based connectors targeting Spark 2.4/3.1/3.2/3.3/3.4/3.5 of all Scala versions built on the new
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| version | Connector Artifact |
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|------------|------------------------------------------------------------------------------------|
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| Spark 3.5 | `com.google.cloud.spark:spark-3.5-bigquery:0.41.1` |
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| Spark 3.4 | `com.google.cloud.spark:spark-3.4-bigquery:0.41.1` |
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| Spark 3.3 | `com.google.cloud.spark:spark-3.3-bigquery:0.41.1` |
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| Spark 3.2 | `com.google.cloud.spark:spark-3.2-bigquery:0.41.1` |
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| Spark 3.1 | `com.google.cloud.spark:spark-3.1-bigquery:0.41.1` |
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| Spark 3.5 | `com.google.cloud.spark:spark-3.5-bigquery:0.42.0` |
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| Spark 3.4 | `com.google.cloud.spark:spark-3.4-bigquery:0.42.0` |
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| Spark 3.3 | `com.google.cloud.spark:spark-3.3-bigquery:0.42.0` |
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| Spark 3.2 | `com.google.cloud.spark:spark-3.2-bigquery:0.42.0` |
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| Spark 3.1 | `com.google.cloud.spark:spark-3.1-bigquery:0.42.0` |
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| Spark 2.4 | `com.google.cloud.spark:spark-2.4-bigquery:0.37.0` |
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| Scala 2.13 | `com.google.cloud.spark:spark-bigquery-with-dependencies_2.13:0.41.1` |
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| Scala 2.12 | `com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.41.1` |
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| Scala 2.13 | `com.google.cloud.spark:spark-bigquery-with-dependencies_2.13:0.42.0` |
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| Scala 2.12 | `com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.42.0` |
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| Scala 2.11 | `com.google.cloud.spark:spark-bigquery-with-dependencies_2.11:0.29.0` |
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### Specifying the Spark BigQuery connector version in a Dataproc cluster
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To use another version than the built-in one, please do one of the following:
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* For Dataproc clusters, using image 2.1 and above, add the following flag on cluster creation to upgrade the version `--metadata SPARK_BQ_CONNECTOR_VERSION=0.41.1`, or `--metadata SPARK_BQ_CONNECTOR_URL=gs://spark-lib/bigquery/spark-3.3-bigquery-0.41.1.jar` to create the cluster with a different jar. The URL can point to any valid connector JAR for the cluster's Spark version.
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* For Dataproc serverless batches, add the following property on batch creation to upgrade the version: `--properties dataproc.sparkBqConnector.version=0.41.1`, or `--properties dataproc.sparkBqConnector.uri=gs://spark-lib/bigquery/spark-3.3-bigquery-0.41.1.jar` to create the batch with a different jar. The URL can point to any valid connector JAR for the runtime's Spark version.
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* For Dataproc clusters, using image 2.1 and above, add the following flag on cluster creation to upgrade the version `--metadata SPARK_BQ_CONNECTOR_VERSION=0.42.0`, or `--metadata SPARK_BQ_CONNECTOR_URL=gs://spark-lib/bigquery/spark-3.3-bigquery-0.42.0.jar` to create the cluster with a different jar. The URL can point to any valid connector JAR for the cluster's Spark version.
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* For Dataproc serverless batches, add the following property on batch creation to upgrade the version: `--properties dataproc.sparkBqConnector.version=0.42.0`, or `--properties dataproc.sparkBqConnector.uri=gs://spark-lib/bigquery/spark-3.3-bigquery-0.42.0.jar` to create the batch with a different jar. The URL can point to any valid connector JAR for the runtime's Spark version.
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## Hello World Example
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```
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--jars gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.41.1.jar \
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--jars gs://spark-lib/bigquery/spark-bigquery-with-dependencies_2.12-0.42.0.jar \
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examples/python/shakespeare.py
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```
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```python
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.config("spark.jars.packages", "com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.41.1") \
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.config("spark.jars.packages", "com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.42.0") \
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.getOrCreate()
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df = spark.read.format("bigquery") \
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.load("dataset.table")
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**Scala:**
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```scala
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.config("spark.jars.packages", "com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.41.1")
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.config("spark.jars.packages", "com.google.cloud.spark:spark-bigquery-with-dependencies_2.12:0.42.0")
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.getOrCreate()
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val df = spark.read.format("bigquery")
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.load("dataset.table")
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```
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In case Spark cluster is using Scala 2.12 (it's optional for Spark 2.4.x,
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mandatory in 3.0.x), then the relevant package is
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com.google.cloud.spark:spark-bigquery-with-dependencies_**2.12**:0.41.1. In
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com.google.cloud.spark:spark-bigquery-with-dependencies_**2.12**:0.42.0. In
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**Python:**
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<dependency>
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<version>0.41.1</version>
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<version>0.42.0</version>
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</dependency>
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### SBT
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```sbt
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libraryDependencies += "com.google.cloud.spark" %% "spark-bigquery-with-dependencies" % "0.42.0"
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### Connector metrics and how to view them
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**Note:** To use the metrics in the Spark UI page, you need to make sure the `spark-bigquery-metrics-0.41.1.jar` is the class path before starting the history-server and the connector version is `spark-3.2` or above.
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**Note:** To use the metrics in the Spark UI page, you need to make sure the `spark-bigquery-metrics-0.42.0.jar` is the class path before starting the history-server and the connector version is `spark-3.2` or above.
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## FAQ
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