{"id":16599717,"url":"https://github.com/tupol/spark-tools","last_synced_at":"2026-03-15T15:12:49.980Z","repository":{"id":57741031,"uuid":"163001287","full_name":"tupol/spark-tools","owner":"tupol","description":"Executable Apache Spark Tools: Format Converter \u0026 SQL Processor","archived":false,"fork":false,"pushed_at":"2023-07-21T15:48:15.000Z","size":128,"stargazers_count":11,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-02T01:41:23.082Z","etag":null,"topics":["apache-spark","converts","format-converter","scala","spark","sql","tools"],"latest_commit_sha":null,"homepage":"","language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tupol.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-12-24T15:04:34.000Z","updated_at":"2021-04-14T03:56:15.000Z","dependencies_parsed_at":"2024-10-12T00:12:27.495Z","dependency_job_id":"8dc3e9fd-ebbc-4d90-b4b8-93879b9c4e0f","html_url":"https://github.com/tupol/spark-tools","commit_stats":null,"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tupol%2Fspark-tools","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tupol%2Fspark-tools/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tupol%2Fspark-tools/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tupol%2Fspark-tools/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tupol","download_url":"https://codeload.github.com/tupol/spark-tools/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":238825877,"owners_count":19537148,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["apache-spark","converts","format-converter","scala","spark","sql","tools"],"created_at":"2024-10-12T00:12:22.846Z","updated_at":"2026-03-15T15:12:49.940Z","avatar_url":"https://github.com/tupol.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spark Tools #\n\n[![Maven Central](https://img.shields.io/maven-central/v/org.tupol/spark-tools_2.11.svg)][maven-central] \u0026nbsp;\n[![GitHub](https://img.shields.io/github/license/tupol/spark-tools.svg)][license] \u0026nbsp; \n[![Travis (.org)](https://img.shields.io/travis/tupol/spark-tools.svg)][travis.org] \u0026nbsp; \n[![Codecov](https://img.shields.io/codecov/c/github/tupol/spark-tools.svg)][codecov] \u0026nbsp;\n[![Javadocs](https://www.javadoc.io/badge/org.tupol/spark-tools_2.11.svg)][javadocs] \u0026nbsp;\n[![Gitter](https://badges.gitter.im/spark-tools/community.svg)][gitter] \u0026nbsp; \n[![Twitter](https://img.shields.io/twitter/url/https/_tupol.svg?color=%2317A2F2)][twitter] \u0026nbsp; \n\n## Description ##\nThis project contains some basic runnable tools that can help with various tasks around a Spark based project.\n\nThe main tools available:\n- [FormatConverter](docs/format-converter.md) Converts any acceptable file format into a different\n  file format, providing also partitioning support.\n- [SimpleSqlProcessor](docs/sql-processor.md) Applies a given SQL to the input files which are \n  being mapped into tables.\n- [StreamingFormatConverter](docs/streaming-format-converter.md) Converts any acceptable data \n  stream format into a different data stream format, providing also partitioning support.\n- [SimpleFileStreamingSqlProcessor](docs/file-streaming-sql-processor.md) Applies a given SQL to the input files streams which are being mapped into file output streams.\n\nThis project is also trying to create and encourage a friendly yet professional environment \nfor developers to help each other, so please do no be shy and join through [gitter], [twitter], \n[issue reports](https://github.com/tupol/spark-tools/issues/new/choose) or pull requests.\n\n\n## Prerequisites ##\n\n* Java 8 or higher\n* Scala 2.11 or 2.12\n* Apache Spark 2.4.X\n\n\n## Getting Spark Tools ##\n\nSpark Tools is published to [Maven Central][maven-central] and [Spark Packages][spark-packages]:\n\nwhere the latest artifacts can be found.\n\n- Group id / organization: `org.tupol`\n- Artifact id / name: `spark-tools`\n- Latest version is `0.4.1`\n\nUsage with SBT, adding a dependency to the latest version of tools to your sbt build definition file:\n\n```scala\nlibraryDependencies += \"org.tupol\" %% \"spark-tools\" % \"0.4.1\"\n```\n\nInclude this package in your Spark Applications using `spark-shell` or `spark-submit`\nwith Scala 2.11\n```bash\n$SPARK_HOME/bin/spark-shell --packages org.tupol:spark-tools_2.11:0.4.1\n```\nor with Scala 2.12\n```bash\n$SPARK_HOME/bin/spark-shell --packages org.tupol:spark-tools_2.12:0.4.1\n```\n\n## What's new? ##\n\n**0.4.1**\n\n- Added `StreamingFormatConverter`\n- Added `FileStreamingSqlProcessor`, `SimpleFileStreamingSqlProcessor`\n- Bumped `spark-utils` dependency to `0.4.2`\n- The project compiles with both Scala `2.11.12` and `2.12.12`\n- Updated Apache Spark to `2.4.6`\n- Updated `delta.io` to `0.6.1`\n- Updated the `spark-xml` library to `0.10.0`\n- Removed the `com.databricks:spark-avro` dependency, as avro support is now built into Apache Spark\n- Updated the `spark-utils` dependency to the latest available snapshot\n\nFor previous versions please consult the [release notes](RELEASE-NOTES.md).\n\n## License ##\n\nThis code is open source software licensed under the [MIT License](LICENSE).\n\n\n\n[scala]: https://scala-lang.org/\n[spark]: https://spark.apache.org/\n[maven-central]: https://mvnrepository.com/artifact/org.tupol/spark-tools\n[spark-packages]: https://spark-packages.org/package/tupol/spark-tools\n[license]: https://github.com/tupol/spark-tools/blob/master/LICENSE\n[travis.org]: https://travis-ci.com/tupol/spark-tools \n[codecov]: https://codecov.io/gh/tupol/spark-tools\n[javadocs]: https://www.javadoc.io/doc/org.tupol/spark-tools_2.11\n[gitter]: https://gitter.im/spark-tools/community\n[twitter]: https://twitter.com/_tupol\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftupol%2Fspark-tools","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftupol%2Fspark-tools","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftupol%2Fspark-tools/lists"}