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Spark Data Standardization Library\n\n[![License](http://img.shields.io/:license-apache-blue.svg)](http://www.apache.org/licenses/LICENSE-2.0.html)\n[![Release](https://github.com/AbsaOSS/spark-data-standardization/actions/workflows/release.yml/badge.svg)](https://github.com/AbsaOSS/spark-data-standardization/actions/workflows/release.yml)\n\n- Dataframe in \n- Standardized Dataframe out\n\n## Usage\n\n### Needed Provided Dependencies\n\nThe library needs following dependencies to be included in your project\n\n```sbt\n\"org.apache.spark\" %% \"spark-core\" % SPARK_VERSION,\n\"org.apache.spark\" %% \"spark-sql\" % SPARK_VERSION,\n\"za.co.absa\" %% s\"spark-commons-spark${SPARK_MAJOR}.${SPARK_MINOR}\" % \"0.6.1\",\n```\n\n### Usage in SBT:\n```sbt\n\"za.co.absa\" %% \"spark-data-standardization\" % VERSION \n```\n\n### Usage in Maven\n\n### Scala 2.11 [![Maven Central](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.11/badge.svg)](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.11)\n\n```xml\n\u003cdependency\u003e\n   \u003cgroupId\u003eza.co.absa\u003c/groupId\u003e\n   \u003cartifactId\u003espark-data-standardization_2.11\u003c/artifactId\u003e\n   \u003cversion\u003e${latest_version}\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n### Scala 2.12 [![Maven Central](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.12/badge.svg)](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.12)\n\n```xml\n\u003cdependency\u003e\n   \u003cgroupId\u003eza.co.absa\u003c/groupId\u003e\n   \u003cartifactId\u003espark-data-standardization_2.12\u003c/artifactId\u003e\n   \u003cversion\u003e${latest_version}\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n### Scala 2.13 [![Maven Central](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.13/badge.svg)](https://maven-badges.herokuapp.com/maven-central/za.co.absa/spark-data-standardization_2.13)\n\n```xml\n\u003cdependency\u003e\n   \u003cgroupId\u003eza.co.absa\u003c/groupId\u003e\n   \u003cartifactId\u003espark-data-standardization_2.13\u003c/artifactId\u003e\n   \u003cversion\u003e${latest_version}\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\nSpark and Scala compatibility\n\u003e| | Scala 2.11 | Scala 2.12 | Scala 2.13 |\n\u003e|---|---|---|---|\n\u003e|Spark| 2.4.7 | 3.2.1 | 3.2.1 |\n\n## How to Release\n\nPlease see [this file](RELEASE.md) for more details.\n\n## How to generate Code coverage report\n```sbt\nsbt ++\u003cscala.version\u003e jacoco\n```\nCode coverage will be generated on 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