Dataflow write with mutations
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Use the Dataflow connector to write data by using mutations.
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For detailed documentation that includes this code sample, see the following:
Code sample
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[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],[],[],[],null,["# Dataflow write with mutations\n\nUse the Dataflow connector to write data by using mutations.\n\nExplore further\n---------------\n\n\nFor detailed documentation that includes this code sample, see the following:\n\n- [Import, export, and modify data using Dataflow](/spanner/docs/dataflow-connector)\n\nCode sample\n-----------\n\n### Java\n\n\nTo learn how to install and use the client library for Spanner, see\n[Spanner client libraries](/spanner/docs/reference/libraries).\n\n\nTo authenticate to Spanner, set up Application Default Credentials.\nFor more information, see\n\n[Set up authentication for a local development environment](/docs/authentication/set-up-adc-local-dev-environment).\n\n albums\n // Spanner expects a Mutation object, so create it using the Album's data\n .apply(\"CreateAlbumMutation\", ParDo.of(new DoFn\u003cAlbum, Mutation\u003e() {\n @ProcessElement\n public void processElement(ProcessContext c) {\n Album album = c.element();\n c.output(Mutation.newInsertOrUpdateBuilder(\"albums\")\n .set(\"singerId\").to(album.singerId)\n .set(\"albumId\").to(album.albumId)\n .set(\"albumTitle\").to(album.albumTitle)\n .build());\n }\n }))\n // Write mutations to Spanner\n .apply(\"WriteAlbums\", SpannerIO.write()\n .withInstanceId(instanceId)\n .withDatabaseId(databaseId));\n\nWhat's next\n-----------\n\n\nTo search and filter code samples for other Google Cloud products, see the\n[Google Cloud sample browser](/docs/samples?product=spanner)."]]