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articles/data-explorer/ingest-json-formats.md

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# Ingest JSON formatted sample data into Azure Data Explorer
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This article shows you how to ingest JSON formatted data into an Azure Data Explorer database. You'll start with simple examples of raw and mapped JSON, continue to multi-lined JSON, and then tackle more complex JSON schemas containing arrays and dictionaries. The examples detail the process of ingesting JSON formatted data using Kusto query language (KQL), C# ,or Python. The Kusto query language `ingest` control commands are executed directly to the engine endpoint. In production scenarios, ingestion is executed to the Data Management service using client libraries or data connections. Read [Ingest data using the Azure Data Explorer Python library](/azure/data-explorer/python-ingest-data) and [Ingest data using the Azure Data Explorer .NET Standard SDK](/azure/data-explorer/net-standard-ingest-data) for a walk-through regarding ingesting data with these client libraries.
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This article shows you how to ingest JSON formatted data into an Azure Data Explorer database. You'll start with simple examples of raw and mapped JSON, continue to multi-lined JSON, and then tackle more complex JSON schemas containing arrays and dictionaries. The examples detail the process of ingesting JSON formatted data using Kusto query language (KQL), C#, or Python. The Kusto query language `ingest` control commands are executed directly to the engine endpoint. In production scenarios, ingestion is executed to the Data Management service using client libraries or data connections. Read [Ingest data using the Azure Data Explorer Python library](/azure/data-explorer/python-ingest-data) and [Ingest data using the Azure Data Explorer .NET Standard SDK](/azure/data-explorer/net-standard-ingest-data) for a walk-through regarding ingesting data with these client libraries.
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## Prerequisites
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