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installation guide --- .../data-ingestion/aws-glue/index.md | 49 +++++++++++++++++-- 1 file changed, 44 insertions(+), 5 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index b36ed49d481..681dd04cf28 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -3,20 +3,59 @@ sidebar_label: 'Amazon Glue' sidebar_position: 1 slug: /integrations/glue description: 'Integrate ClickHouse and Amazon Glue' -keywords: ['clickhouse', 'amazon', 'aws', 'glue', 'migrating', 'data'] -title: 'Integrating Amazon Glue with ClickHouse' +keywords: ['clickhouse', 'amazon', 'aws', 'glue', 'migrating', 'data', 'spark'] +title: 'Integrating Amazon Glue with ClickHouse and Spark' --- - +import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; +import notebook_connections_config from '@site/static/images/integrations/data-ingestion/aws-glue/notebook-connections-config.png'; +import dependent_jars_path_option from '@site/static/images/integrations/data-ingestion/aws-glue/dependent_jars_path_option.png'; -# Integrating Amazon Glue with ClickHouse +# Integrating Amazon Glue with ClickHouse and Spark [Amazon Glue](https://aws.amazon.com/glue/) is a fully managed, serverless data integration service provided by Amazon Web Services (AWS). It simplifies the process of discovering, preparing, and transforming data for analytics, machine learning, and application development. +# Installation + +To integrate your Glue code with ClickHouse, you can use our official Spark connector in Glue via one of the following: +- Installing the ClickHouse Glue connector from the AWS Marketplace (recommended). +- Manually adding the Spark Connector's jars to your Glue job. + + + + +1. ### Subscribe to the Connector +To access the connector in your account, subscribe to the ClickHouse AWS Glue Connector from AWS Marketplace. + +2. ### Grant Required Permissions +Ensure your Glue job’s IAM role has the necessary permissions, as described in the minimum privileges [guide](https://docs.aws.amazon.com/glue/latest/dg/getting-started-min-privs-job.html#getting-started-min-privs-connectors). + +3. ### Activate the Connector & Create a Connection +You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connector creation page with key fields pre-filled. + +4. ### Set Up a Connection +Create a new Glue connection using the connector, providing your ClickHouse JDBC URL and credentials. + +5. ### Use in Glue Job +In your Glue job, select the `Job details` tab, and expend the `Advanced properties` window. Under the `Connections` section, select the connection you just created. The connector automatically injects the required JARs into the job runtime. + +Glue Notebook connections config + + + +To add the required jars manually, please follow the following: +1. Upload the following jars to an S3 bucket - `clickhouse-jdbc-0.6.X-all.jar` and `clickhouse-spark-runtime-3.X_2.X-0.8.X.jar`. +2. Make sure the Glue job has access to this bucket. +3. Under the `Job details` tab, scroll down and expend the `Advanced properties` drop down, and fill the jars path in `Dependent JARs path`: + +Glue Notebook JAR path options + + + -Although there is no Glue ClickHouse connector available yet, the official JDBC connector can be leveraged to connect and integrate with ClickHouse: +## Example From 2efe698ff5be05b737b9d0dd221353ec40a44fc2 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Wed, 23 Jul 2025 17:45:40 +0300 Subject: [PATCH 03/13] Add explicit headers --- docs/integrations/data-ingestion/aws-glue/index.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index 681dd04cf28..c00a083bb1d 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -25,19 +25,19 @@ To integrate your Glue code with ClickHouse, you can use our official Spark conn -1. ### Subscribe to the Connector +1. ### Subscribe to the Connector {#subscribe-to-the-connector} To access the connector in your account, subscribe to the ClickHouse AWS Glue Connector from AWS Marketplace. -2. ### Grant Required Permissions +2. ### Grant Required Permissions {#grant-required-permissions} Ensure your Glue job’s IAM role has the necessary permissions, as described in the minimum privileges [guide](https://docs.aws.amazon.com/glue/latest/dg/getting-started-min-privs-job.html#getting-started-min-privs-connectors). -3. ### Activate the Connector & Create a Connection +3. ### Activate the Connector & Create a Connection {#activate-the-connector} You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connector creation page with key fields pre-filled. -4. ### Set Up a Connection +4. ### Set Up a Connection {#set-a-connection} Create a new Glue connection using the connector, providing your ClickHouse JDBC URL and credentials. -5. ### Use in Glue Job +5. ### Use in Glue Job {#use-in-glue-jon} In your Glue job, select the `Job details` tab, and expend the `Advanced properties` window. Under the `Connections` section, select the connection you just created. The connector automatically injects the required JARs into the job runtime. Glue Notebook connections config @@ -55,7 +55,7 @@ To add the required jars manually, please follow the following: -## Example +## Example {#example} From 5fd466ddf0c54e3a19b3c8995ae1e3dfdf110b64 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Wed, 23 Jul 2025 16:55:45 +0200 Subject: [PATCH 04/13] Update index.md --- docs/integrations/data-ingestion/aws-glue/index.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index c00a083bb1d..573d9c4015f 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -25,19 +25,19 @@ To integrate your Glue code with ClickHouse, you can use our official Spark conn -1. ### Subscribe to the Connector {#subscribe-to-the-connector} +### 1. Subscribe to the Connector {#subscribe-to-the-connector} To access the connector in your account, subscribe to the ClickHouse AWS Glue Connector from AWS Marketplace. -2. ### Grant Required Permissions {#grant-required-permissions} +### 2. Grant Required Permissions {#grant-required-permissions} Ensure your Glue job’s IAM role has the necessary permissions, as described in the minimum privileges [guide](https://docs.aws.amazon.com/glue/latest/dg/getting-started-min-privs-job.html#getting-started-min-privs-connectors). -3. ### Activate the Connector & Create a Connection {#activate-the-connector} +### 3. Activate the Connector & Create a Connection {#activate-the-connector} You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connector creation page with key fields pre-filled. -4. ### Set Up a Connection {#set-a-connection} +### 4. Set Up a Connection {#set-a-connection} Create a new Glue connection using the connector, providing your ClickHouse JDBC URL and credentials. -5. ### Use in Glue Job {#use-in-glue-jon} +### 5. Use in Glue Job {#use-in-glue-jon} In your Glue job, select the `Job details` tab, and expend the `Advanced properties` window. Under the `Connections` section, select the connection you just created. The connector automatically injects the required JARs into the job runtime. Glue Notebook connections config From 7a1fc4849574b10d0a83844101b2db32ca57b0ea Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Wed, 23 Jul 2025 18:00:05 +0200 Subject: [PATCH 05/13] Update index.md --- docs/integrations/data-ingestion/aws-glue/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index 573d9c4015f..59d91215bda 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -6,6 +6,7 @@ description: 'Integrate ClickHouse and Amazon Glue' keywords: ['clickhouse', 'amazon', 'aws', 'glue', 'migrating', 'data', 'spark'] title: 'Integrating Amazon Glue with ClickHouse and Spark' --- + import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; From e2dfdb2082f3cb7efd348de5df11b5e6ef5f7642 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Thu, 24 Jul 2025 16:01:05 +0300 Subject: [PATCH 06/13] update glue docs --- .../data-ingestion/aws-glue/index.md | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index c00a083bb1d..4806fc1c852 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -25,23 +25,24 @@ To integrate your Glue code with ClickHouse, you can use our official Spark conn -1. ### Subscribe to the Connector {#subscribe-to-the-connector} +1.

Subscribe to the Connector

To access the connector in your account, subscribe to the ClickHouse AWS Glue Connector from AWS Marketplace. -2. ### Grant Required Permissions {#grant-required-permissions} +2.

Grant Required Permissions

Ensure your Glue job’s IAM role has the necessary permissions, as described in the minimum privileges [guide](https://docs.aws.amazon.com/glue/latest/dg/getting-started-min-privs-job.html#getting-started-min-privs-connectors). -3. ### Activate the Connector & Create a Connection {#activate-the-connector} -You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connector creation page with key fields pre-filled. +3.

Activate the Connector & Create a Connection

+You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connection creation page with key fields pre-filled. Give the connection a name, and press create. -4. ### Set Up a Connection {#set-a-connection} -Create a new Glue connection using the connector, providing your ClickHouse JDBC URL and credentials. - -5. ### Use in Glue Job {#use-in-glue-jon} +4.

Use in Glue Job

In your Glue job, select the `Job details` tab, and expend the `Advanced properties` window. Under the `Connections` section, select the connection you just created. The connector automatically injects the required JARs into the job runtime. Glue Notebook connections config +:::note +The JARs used in the Glue connector are built for `Spark 3.2`, `Scala 2`, and `Python 3`. Make sure to select these versions when configuring your Glue job. +::: + To add the required jars manually, please follow the following: From e4ef3be35e18417ded05024ce8141f003eb52a22 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Thu, 24 Jul 2025 16:01:17 +0300 Subject: [PATCH 07/13] add JARs to dict --- scripts/aspell-ignore/en/aspell-dict.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/aspell-ignore/en/aspell-dict.txt b/scripts/aspell-ignore/en/aspell-dict.txt index 2c5f064c541..6737d82eb90 100644 --- a/scripts/aspell-ignore/en/aspell-dict.txt +++ b/scripts/aspell-ignore/en/aspell-dict.txt @@ -3558,4 +3558,5 @@ columnstore TiDB resync resynchronization -Sackmann's \ No newline at end of file +Sackmann's +JARs \ No newline at end of file From 01cd9a746a9827f54d438fdbe72796190fff7ec8 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Thu, 24 Jul 2025 16:44:06 +0300 Subject: [PATCH 08/13] update integrations list to have proper glue description --- docs/integrations/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/integrations/index.mdx b/docs/integrations/index.mdx index 43c20e2462a..2828486f82f 100644 --- a/docs/integrations/index.mdx +++ b/docs/integrations/index.mdx @@ -204,7 +204,7 @@ We are actively compiling this list of ClickHouse integrations below, so it's no |Amazon Kinesis| |Data ingestion|Integration with Amazon Kinesis.|[Documentation](/integrations/clickpipes/kinesis/)| |Amazon MSK| |Data ingestion|Integration with Amazon Managed Streaming for Apache Kafka (MSK).|[Documentation](/integrations/kafka/cloud/amazon-msk/)| |Amazon S3||Data ingestion|Import from, export to, and transform S3 data in flight with ClickHouse built-in S3 functions.|[Documentation](/integrations/data-ingestion/s3/index.md)| -|Amazon Glue|Amazon Glue logo|Data ingestion|Query ClickHouse over JDBC|[Documentation](/integrations/glue)| +|Amazon Glue|Amazon Glue logo|Data ingestion|Query ClickHouse over Spark using our official Glue connector|[Documentation](/integrations/glue)| |Apache Spark||Data ingestion|Spark ClickHouse Connector is a high performance connector built on top of Spark DataSource V2.|[GitHub](https://github.com/housepower/spark-clickhouse-connector),
[Documentation](/integrations/data-ingestion/apache-spark/index.md)| |Azure Event Hubs||Data ingestion|A data streaming platform that supports Apache Kafka's native protocol|[Website](https://azure.microsoft.com/en-gb/products/event-hubs)| |Azure Synapse|Azure Synapse logo|Data ingestion|A cloud-based analytics service for big data and data warehousing.|[Documentation](/integrations/azure-synapse)| From c554f017822fb5a7c4c8eebeb733c0839d489372 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Thu, 24 Jul 2025 16:44:34 +0300 Subject: [PATCH 09/13] update the scala example --- .../data-ingestion/aws-glue/index.md | 83 ++++++++++++------- 1 file changed, 54 insertions(+), 29 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index 4806fc1c852..7b6d195fd08 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -61,42 +61,67 @@ To add the required jars manually, please follow the following: ```java -import com.amazonaws.services.glue.util.Job -import com.amazonaws.services.glue.util.GlueArgParser import com.amazonaws.services.glue.GlueContext -import org.apache.spark.SparkContext +import com.amazonaws.services.glue.util.GlueArgParser +import com.amazonaws.services.glue.util.Job +import com.clickhouseScala.Native.NativeSparkRead.spark import org.apache.spark.sql.SparkSession -import org.apache.spark.sql.DataFrame -import scala.collection.JavaConverters._ -import com.amazonaws.services.glue.log.GlueLogger +import scala.collection.JavaConverters._ +import org.apache.spark.sql.types._ +import org.apache.spark.sql.functions._ -// Initialize Glue job -object GlueJob { +object ClickHouseGlueExample { def main(sysArgs: Array[String]) { - val sc: SparkContext = new SparkContext() - val glueContext: GlueContext = new GlueContext(sc) - val spark: SparkSession = glueContext.getSparkSession - val logger = new GlueLogger - import spark.implicits._ - // @params: [JOB_NAME] val args = GlueArgParser.getResolvedOptions(sysArgs, Seq("JOB_NAME").toArray) - Job.init(args("JOB_NAME"), glueContext, args.asJava) - - // JDBC connection details - val jdbcUrl = "jdbc:ch://{host}:{port}/{schema}" - val jdbcProperties = new java.util.Properties() - jdbcProperties.put("user", "default") - jdbcProperties.put("password", "*******") - jdbcProperties.put("driver", "com.clickhouse.jdbc.ClickHouseDriver") - - // Load the table from ClickHouse - val df: DataFrame = spark.read.jdbc(jdbcUrl, "my_table", jdbcProperties) - // Show the Spark df, or use it for whatever you like - df.show() - - // Commit the job + val sparkSession: SparkSession = SparkSession.builder + .config("spark.sql.catalog.clickhouse", "com.clickhouse.spark.ClickHouseCatalog") + .config("spark.sql.catalog.clickhouse.host", "") + .config("spark.sql.catalog.clickhouse.protocol", "https") + .config("spark.sql.catalog.clickhouse.http_port", "") + .config("spark.sql.catalog.clickhouse.user", "default") + .config("spark.sql.catalog.clickhouse.password", "") + .config("spark.sql.catalog.clickhouse.database", "default") + // for ClickHouse cloud + .config("spark.sql.catalog.clickhouse.option.ssl", "true") + .config("spark.sql.catalog.clickhouse.option.ssl_mode", "NONE") + .getOrCreate + + val glueContext = new GlueContext(sparkSession.sparkContext) + Job.init(args("JOB_NAME"), glueContext, args.asJava) + import sparkSession.implicits._ + + val url = "s3://{path_to_cell_tower_data}/cell_towers.csv.gz" + + val schema = StructType(Seq( + StructField("radio", StringType, nullable = false), + StructField("mcc", IntegerType, nullable = false), + StructField("net", IntegerType, nullable = false), + StructField("area", IntegerType, nullable = false), + StructField("cell", LongType, nullable = false), + StructField("unit", IntegerType, nullable = false), + StructField("lon", DoubleType, nullable = false), + StructField("lat", DoubleType, nullable = false), + StructField("range", IntegerType, nullable = false), + StructField("samples", IntegerType, nullable = false), + StructField("changeable", IntegerType, nullable = false), + StructField("created", TimestampType, nullable = false), + StructField("updated", TimestampType, nullable = false), + StructField("averageSignal", IntegerType, nullable = false) + )) + + val df = sparkSession.read + .option("header", "true") + .schema(schema) + .csv(url) + + // Write to ClickHouse + df.writeTo("clickhouse.default.cell_towers").append() + + + // Read from ClickHouse + val dfRead = spark.sql("select * from clickhouse.default.cell_towers") Job.commit() } } From 62ce73c2551a68838dadedbcff92891510e88733 Mon Sep 17 00:00:00 2001 From: bentsileviav Date: Thu, 24 Jul 2025 16:55:53 +0300 Subject: [PATCH 10/13] update the python code + docs --- .../data-ingestion/aws-glue/index.md | 45 ++++++++++++------- 1 file changed, 28 insertions(+), 17 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index 7b6d195fd08..4fe527841e3 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -32,7 +32,7 @@ To access the connector in your account, subscribe to the ClickHouse AWS Glue Co Ensure your Glue job’s IAM role has the necessary permissions, as described in the minimum privileges [guide](https://docs.aws.amazon.com/glue/latest/dg/getting-started-min-privs-job.html#getting-started-min-privs-connectors). 3.

Activate the Connector & Create a Connection

-You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connection creation page with key fields pre-filled. Give the connection a name, and press create. +You can activate the connector and create a connection directly by clicking [this link](https://console.aws.amazon.com/gluestudio/home#/connector/add-connection?connectorName="ClickHouse%20AWS%20Glue%20Connector"&connectorType="Spark"&connectorUrl=https://709825985650.dkr.ecr.us-east-1.amazonaws.com/clickhouse/clickhouse-glue:0.1&connectorClassName="com.clickhouse.spark.ClickHouseCatalog"), which opens the Glue connection creation page with key fields pre-filled. Give the connection a name, and press create (no need to provide the ClickHouse connection details at this stage). 4.

Use in Glue Job

In your Glue job, select the `Job details` tab, and expend the `Advanced properties` window. Under the `Connections` section, select the connection you just created. The connector automatically injects the required JARs into the job runtime. @@ -58,7 +58,7 @@ To add the required jars manually, please follow the following: ## Example {#example} - + ```java import com.amazonaws.services.glue.GlueContext @@ -137,6 +137,8 @@ from awsglue.utils import getResolvedOptions from pyspark.context import SparkContext from awsglue.context import GlueContext from awsglue.job import Job +from pyspark.sql import Row + ## @params: [JOB_NAME] args = getResolvedOptions(sys.argv, ['JOB_NAME']) @@ -147,20 +149,29 @@ logger = glueContext.get_logger() spark = glueContext.spark_session job = Job(glueContext) job.init(args['JOB_NAME'], args) -jdbc_url = "jdbc:ch://{host}:{port}/{schema}" -query = "select * from my_table" -# For cloud usage, please add ssl options -df = (spark.read.format("jdbc") - .option("driver", 'com.clickhouse.jdbc.ClickHouseDriver') - .option("url", jdbc_url) - .option("user", 'default') - .option("password", '*******') - .option("query", query) - .load()) - -logger.info("num of rows:") -logger.info(str(df.count())) -logger.info("Data sample:") + +spark.conf.set("spark.sql.catalog.clickhouse", "com.clickhouse.spark.ClickHouseCatalog") +spark.conf.set("spark.sql.catalog.clickhouse.host", "") +spark.conf.set("spark.sql.catalog.clickhouse.protocol", "https") +spark.conf.set("spark.sql.catalog.clickhouse.http_port", "") +spark.conf.set("spark.sql.catalog.clickhouse.user", "default") +spark.conf.set("spark.sql.catalog.clickhouse.password", "") +spark.conf.set("spark.sql.catalog.clickhouse.database", "default") +spark.conf.set("spark.clickhouse.write.format", "json") +spark.conf.set("spark.clickhouse.read.format", "arrow") +# for ClickHouse cloud +spark.conf.set("spark.sql.catalog.clickhouse.option.ssl", "true") +spark.conf.set("spark.sql.catalog.clickhouse.option.ssl_mode", "NONE") + +# Create DataFrame +data = [Row(id=11, name="John"), Row(id=12, name="Doe")] +df = spark.createDataFrame(data) + +# Write DataFrame to ClickHouse +df.writeTo("clickhouse.default.example_table").append() + +# Read DataFrame from ClickHouse +df_read = spark.sql("select * from clickhouse.default.example_table") logger.info(str(df.take(10))) @@ -170,6 +181,6 @@ job.commit() -For more details, please visit our [Spark & JDBC documentation](/integrations/apache-spark/spark-jdbc#read-data). +For more details, please visit our [Spark documentation](/integrations/apache-spark). From f6da6c189c2b68bba8c65328cae16281639e3010 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Fri, 25 Jul 2025 17:28:40 +0200 Subject: [PATCH 11/13] Update index.md --- docs/integrations/data-ingestion/aws-glue/index.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index a2fdc5a96d9..cd6c3c10c73 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -6,6 +6,7 @@ description: 'Integrate ClickHouse and Amazon Glue' keywords: ['clickhouse', 'amazon', 'aws', 'glue', 'migrating', 'data', 'spark'] title: 'Integrating Amazon Glue with ClickHouse and Spark' --- + import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; @@ -17,7 +18,7 @@ import dependent_jars_path_option from '@site/static/images/integrations/data-in [Amazon Glue](https://aws.amazon.com/glue/) is a fully managed, serverless data integration service provided by Amazon Web Services (AWS). It simplifies the process of discovering, preparing, and transforming data for analytics, machine learning, and application development. -# Installation +## Installation {#installation} To integrate your Glue code with ClickHouse, you can use our official Spark connector in Glue via one of the following: - Installing the ClickHouse Glue connector from the AWS Marketplace (recommended). @@ -57,7 +58,7 @@ To add the required jars manually, please follow the following: -## Example {#example} +## Examples {#example} From 8e08281e726bbbfde27f489ba1f7d2482f5b2fd2 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Fri, 25 Jul 2025 17:35:10 +0200 Subject: [PATCH 12/13] fix markdown-lint errors --- docs/integrations/data-ingestion/aws-glue/index.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index cd6c3c10c73..58814558ae3 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -17,7 +17,6 @@ import dependent_jars_path_option from '@site/static/images/integrations/data-in [Amazon Glue](https://aws.amazon.com/glue/) is a fully managed, serverless data integration service provided by Amazon Web Services (AWS). It simplifies the process of discovering, preparing, and transforming data for analytics, machine learning, and application development. - ## Installation {#installation} To integrate your Glue code with ClickHouse, you can use our official Spark connector in Glue via one of the following: @@ -57,7 +56,6 @@ To add the required jars manually, please follow the following: - ## Examples {#example} From 8c0e857e1b5693719c8bf59fc00e912c6ab695eb Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Fri, 25 Jul 2025 17:38:28 +0200 Subject: [PATCH 13/13] Update index.md --- docs/integrations/data-ingestion/aws-glue/index.md | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/integrations/data-ingestion/aws-glue/index.md b/docs/integrations/data-ingestion/aws-glue/index.md index 58814558ae3..25da911ef3c 100644 --- a/docs/integrations/data-ingestion/aws-glue/index.md +++ b/docs/integrations/data-ingestion/aws-glue/index.md @@ -181,4 +181,3 @@ job.commit() For more details, please visit our [Spark documentation](/integrations/apache-spark). -