From 6300fe2ccb7d8dacc370a918ad8cfebcd324c08f Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 29 Dec 2025 14:49:24 +0200 Subject: [PATCH 1/7] Ingest with Fluentd - new doc --- data-explorer/ingest-data-fluent-d.md | 125 ++++++++++++++++++ .../media/ingest-fluentd/log-example.png | Bin 0 -> 118025 bytes data-explorer/toc.yml | 2 + 3 files changed, 127 insertions(+) create mode 100644 data-explorer/ingest-data-fluent-d.md create mode 100644 data-explorer/media/ingest-fluentd/log-example.png diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md new file mode 100644 index 0000000000..cb58b1ab11 --- /dev/null +++ b/data-explorer/ingest-data-fluent-d.md @@ -0,0 +1,125 @@ +--- +title: Ingest log data with Fluentd into Azure Data Explorer +description: Learn how to ingest log data with Fluentd into Azure Data Explorer. +ms.reviewer: ramacg +ms.author: v-hzargari +author: hazargari-ms +ms.topic: article +ms.date: 12/29/2025 +--- + +# Ingest log data with Fluentd into Azure Data Explorer + +Log ingestion is the process of collecting, transforming, and preparing log data from applications, servers, containers, and cloud services so it can be stored, analyzed, and monitored. Logs capture information such as errors, warnings, usage patterns, and system performance. Reliable log ingestion ensures that operational and security data is available in near real-time for troubleshooting and insights. +This article explains how to send logs from Fluentd to Azure Data Explorer (Kusto), including installation, configuration, and validation steps. + +## Overview + +### What is Fluentd? + +Fluentd is an open-source data collector used to unify log collection and routing across multiple systems. It supports more than 1,000 plugins and provides flexible options for filtering, buffering, and transforming data. Fluentd is commonly used in cloud‑native and enterprise environments for centralized log aggregation and forwarding. + +### Why use Fluentd with Azure Data Explorer? + +Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized for real‑time analysis of large volumes of structured, semi‑structured, and unstructured data. ADX uses Kusto Query Language (KQL) and is widely used for telemetry, monitoring, diagnostics, and interactive data exploration. + +## Prerequisites + +- Ruby installed on your machine +- Access to an Azure Data Explorer cluster and database +- Azure Active Directory application with permissions to ingest data + +## How to get started with Fluentd and Azure Data Explorer + +1. **Install Fluentd** using RubyGems: + + ```bash + gem install fluentd + ``` + +2. **Install the Fluentd Kusto plugin**: + + ```bash + gem install fluent-plugin-kusto + ``` + +3. **Configure Fluentd** by creating a configuration file (e.g., `fluent.conf`) with the following content and replacing the placeholders with your Azure and plugin values: + + ```xml + > + @type kusto + endpoint https://..kusto.windows.net + database_name + table_name + logger_path + + # Authentication options + auth_type + + # AAD authentication + tenant_id + client_id + client_secret + + # Managed identity authentication (optional) + managed_identity_client_id + + # Workload identity authentication (optional) + workload_identity_tenant_id + workload_identity_client_id + + # Non-buffered mode + buffered false + delayed false + + # Buffered mode + # buffered true + # delayed + + + @type memory + timekey 1m + flush_interval 10s + + + ``` + +4. **Prepare Azure Data Explorer for ingestion**: + 1. Create an ADX cluster and database, see [Create an Azure Data Explorer cluster and database](create-cluster-and-database.md) guide. + 1. Create an Azure Active Directory application and grant permissions to ingest data into the ADX database. See [Create a Microsoft Entra application registration in Azure Data Explorer](provision-entra-id-app.md) guide. + + > [!NOTE] + > Save the app key and application ID for future use. + + 1. Create a table for log ingestion. For example: + + ```kusto + .create table LogTable ( + tag:string, + timestamp:datetime, + record:dynamic + ) + ``` + +5. **Run Fluentd** with the configuration file: + + ```bash + fluentd -c fluent.conf + ``` + +6. **Validate log ingestion** by: + 1. **Checking the Fluentd log file**, confirming there are no errors, and that the ingestion requests are being sent successfully. + + :::image type="content" source="media/ingest-fluentd/log-example.png" alt-text="Screenshot of Fluentd log file showing successful ingestion requests"::: + + 1. **Querying the ADX table** to ensure logs are being ingested correctly: + + ```kusto + LogTable + | take 10 + ``` + +## Related content + +- [Data integrations overview](https://learn.microsoft.com/azure/data-explorer/data-integrations/) +- [Kusto Query Language (KQL) overview](https://learn.microsoft.com/azure/data-explorer/kusto/query/) \ No newline at end of file diff --git a/data-explorer/media/ingest-fluentd/log-example.png 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zmf6d>LiPymTqrte9_PJ!>sf6Y+773`ow>?b(is!qp7rL*nRCEB1;^9%J+2>2d2h32 z&4TKuXMej|8a_G3mQnDnuJtr%%RxOOyYIy^nf6JOgybq7H15^9J!{#<+}mdFc0A@| zVtoIvufPBN|J*4h_m{ux`LJj4zx*hVo9EuWKPq*%!uUJrl&qV^r>fIJFTLEiX*Xy0 zyUMem0X$=)<2Z1dAkY1J>9(Akhg!wsJTydJ{o0Itq88AGtX*2S z{!jB(S}M}__|0eKr}J#Wfzgcw{@j0bKL~W}7BVP13OgTe~DWM4f(Q2mt literal 0 HcmV?d00001 diff --git a/data-explorer/toc.yml b/data-explorer/toc.yml index 211cd5df32..7926fe1301 100644 --- a/data-explorer/toc.yml +++ b/data-explorer/toc.yml @@ -247,6 +247,8 @@ items: displayName: ingest data, ingestion, connector - name: Fluent Bit href: fluent-bit.md + - name: Fluentd + href: ingest-data-fluent-d.md displayName: ingest data, ingestion, connector - name: Logstash displayName: ingest data, ingestion, connector From 14d42b5f1c650d500d95d8f75d06bb592267040c Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 29 Dec 2025 14:56:56 +0200 Subject: [PATCH 2/7] links fixed + documentor formatting --- data-explorer/ingest-data-fluent-d.md | 30 +++++++++++++-------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md index cb58b1ab11..74c4b55087 100644 --- a/data-explorer/ingest-data-fluent-d.md +++ b/data-explorer/ingest-data-fluent-d.md @@ -3,21 +3,21 @@ title: Ingest log data with Fluentd into Azure Data Explorer description: Learn how to ingest log data with Fluentd into Azure Data Explorer. ms.reviewer: ramacg ms.author: v-hzargari -author: hazargari-ms +author: hzargari-ms ms.topic: article ms.date: 12/29/2025 --- # Ingest log data with Fluentd into Azure Data Explorer -Log ingestion is the process of collecting, transforming, and preparing log data from applications, servers, containers, and cloud services so it can be stored, analyzed, and monitored. Logs capture information such as errors, warnings, usage patterns, and system performance. Reliable log ingestion ensures that operational and security data is available in near real-time for troubleshooting and insights. +Log ingestion is the process of collecting, transforming, and preparing log data from applications, servers, containers, and cloud services so you can store, analyze, and monitor it. Logs capture information such as errors, warnings, usage patterns, and system performance. Reliable log ingestion ensures that operational and security data is available in near real-time for troubleshooting and insights. This article explains how to send logs from Fluentd to Azure Data Explorer (Kusto), including installation, configuration, and validation steps. ## Overview ### What is Fluentd? -Fluentd is an open-source data collector used to unify log collection and routing across multiple systems. It supports more than 1,000 plugins and provides flexible options for filtering, buffering, and transforming data. Fluentd is commonly used in cloud‑native and enterprise environments for centralized log aggregation and forwarding. +Fluentd is an open-source data collector you can use to unify log collection and routing across multiple systems. It supports more than 1,000 plugins and provides flexible options for filtering, buffering, and transforming data. You can use Fluentd in cloud‑native and enterprise environments for centralized log aggregation and forwarding. ### Why use Fluentd with Azure Data Explorer? @@ -31,19 +31,19 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## How to get started with Fluentd and Azure Data Explorer -1. **Install Fluentd** using RubyGems: +1. **Install Fluentd** by using RubyGems: ```bash gem install fluentd ``` -2. **Install the Fluentd Kusto plugin**: +1. **Install the Fluentd Kusto plugin**: ```bash gem install fluent-plugin-kusto ``` -3. **Configure Fluentd** by creating a configuration file (e.g., `fluent.conf`) with the following content and replacing the placeholders with your Azure and plugin values: +1. **Configure Fluentd** by creating a configuration file (for example, `fluent.conf`) with the following content. Replace the placeholders with your Azure and plugin values: ```xml > @@ -84,9 +84,9 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ``` -4. **Prepare Azure Data Explorer for ingestion**: - 1. Create an ADX cluster and database, see [Create an Azure Data Explorer cluster and database](create-cluster-and-database.md) guide. - 1. Create an Azure Active Directory application and grant permissions to ingest data into the ADX database. See [Create a Microsoft Entra application registration in Azure Data Explorer](provision-entra-id-app.md) guide. +1. **Prepare Azure Data Explorer for ingestion**: + 1. Create an ADX cluster and database. See [Create an Azure Data Explorer cluster and database](create-cluster-and-database.md). + 1. Create an Azure Active Directory application and grant permissions to ingest data into the ADX database. See [Create a Microsoft Entra application registration in Azure Data Explorer](provision-entra-id-app.md). > [!NOTE] > Save the app key and application ID for future use. @@ -101,18 +101,18 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ) ``` -5. **Run Fluentd** with the configuration file: +1. **Run Fluentd** with the configuration file: ```bash fluentd -c fluent.conf ``` -6. **Validate log ingestion** by: - 1. **Checking the Fluentd log file**, confirming there are no errors, and that the ingestion requests are being sent successfully. +1. **Validate log ingestion** by: + 1. **Checking the Fluentd log file**, confirming there are no errors, and that the ingestion requests are sent successfully. :::image type="content" source="media/ingest-fluentd/log-example.png" alt-text="Screenshot of Fluentd log file showing successful ingestion requests"::: - 1. **Querying the ADX table** to ensure logs are being ingested correctly: + 1. **Querying the ADX table** to ensure logs are ingested correctly: ```kusto LogTable @@ -121,5 +121,5 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## Related content -- [Data integrations overview](https://learn.microsoft.com/azure/data-explorer/data-integrations/) -- [Kusto Query Language (KQL) overview](https://learn.microsoft.com/azure/data-explorer/kusto/query/) \ No newline at end of file +- [Data integrations overview](integrate-data-overview.md) +- [Kusto Query Language (KQL) overview](/kusto/query/index.md) \ No newline at end of file From 9e66df6a14d4137fe84fe0038d9ca5cdaf08d921 Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 29 Dec 2025 14:58:49 +0200 Subject: [PATCH 3/7] typo --- data-explorer/ingest-data-fluent-d.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md index 74c4b55087..fa08670d09 100644 --- a/data-explorer/ingest-data-fluent-d.md +++ b/data-explorer/ingest-data-fluent-d.md @@ -19,7 +19,7 @@ This article explains how to send logs from Fluentd to Azure Data Explorer (Kust Fluentd is an open-source data collector you can use to unify log collection and routing across multiple systems. It supports more than 1,000 plugins and provides flexible options for filtering, buffering, and transforming data. You can use Fluentd in cloud‑native and enterprise environments for centralized log aggregation and forwarding. -### Why use Fluentd with Azure Data Explorer? +### What is Azure Data Explorer? Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized for real‑time analysis of large volumes of structured, semi‑structured, and unstructured data. ADX uses Kusto Query Language (KQL) and is widely used for telemetry, monitoring, diagnostics, and interactive data exploration. From 3f2c75476960a71ad4710484306a4aa681683419 Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 29 Dec 2025 15:05:37 +0200 Subject: [PATCH 4/7] links + formatting --- data-explorer/ingest-data-fluent-d.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md index fa08670d09..f205ec6e43 100644 --- a/data-explorer/ingest-data-fluent-d.md +++ b/data-explorer/ingest-data-fluent-d.md @@ -25,9 +25,9 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## Prerequisites -- Ruby installed on your machine -- Access to an Azure Data Explorer cluster and database -- Azure Active Directory application with permissions to ingest data +- Ruby installed on your machine. +- Access to an Azure Data Explorer cluster and database. +- Azure Active Directory application with permissions to ingest data. ## How to get started with Fluentd and Azure Data Explorer @@ -88,8 +88,8 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f 1. Create an ADX cluster and database. See [Create an Azure Data Explorer cluster and database](create-cluster-and-database.md). 1. Create an Azure Active Directory application and grant permissions to ingest data into the ADX database. See [Create a Microsoft Entra application registration in Azure Data Explorer](provision-entra-id-app.md). - > [!NOTE] - > Save the app key and application ID for future use. + > [!NOTE] + > Save the app key and application ID for future use. 1. Create a table for log ingestion. For example: @@ -122,4 +122,4 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## Related content - [Data integrations overview](integrate-data-overview.md) -- [Kusto Query Language (KQL) overview](/kusto/query/index.md) \ No newline at end of file +- [Kusto Query Language (KQL) overview](https://learn.microsoft.com/kusto/query/?view=azure-data-explorer) From d900b417e1d82891b105173fe962c74cf25e90ff Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 29 Dec 2025 15:08:48 +0200 Subject: [PATCH 5/7] link --- data-explorer/ingest-data-fluent-d.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md index f205ec6e43..edfa44a062 100644 --- a/data-explorer/ingest-data-fluent-d.md +++ b/data-explorer/ingest-data-fluent-d.md @@ -122,4 +122,4 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## Related content - [Data integrations overview](integrate-data-overview.md) -- [Kusto Query Language (KQL) overview](https://learn.microsoft.com/kusto/query/?view=azure-data-explorer) +- [Kusto Query Language (KQL) overview](https://learn.microsoft.com/kusto/query/?view=azure-data-explorer&preserve-view=true) From b93bfeffe973df5c1857c38370994d67e2e924c6 Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Mon, 5 Jan 2026 14:01:44 +0200 Subject: [PATCH 6/7] re Ram's comments --- data-explorer/ingest-data-fluent-d.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluent-d.md index edfa44a062..b2a7637557 100644 --- a/data-explorer/ingest-data-fluent-d.md +++ b/data-explorer/ingest-data-fluent-d.md @@ -5,7 +5,7 @@ ms.reviewer: ramacg ms.author: v-hzargari author: hzargari-ms ms.topic: article -ms.date: 12/29/2025 +ms.date: 01/05/2026 --- # Ingest log data with Fluentd into Azure Data Explorer @@ -25,7 +25,7 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ## Prerequisites -- Ruby installed on your machine. +- Ruby installed on the node where logs have to be ingested. To install fluentd dependencies using gem package manager, see the [Ruby installation instructions](https://github.com/Azure/azure-kusto-fluentd/?tab=readme-ov-file#requirements) - Access to an Azure Data Explorer cluster and database. - Azure Active Directory application with permissions to ingest data. @@ -84,6 +84,8 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f ``` +For more configuration and authentication details, see the [Fluentd Kusto plugin documentation](https://github.com/Azure/azure-kusto-fluentd/?tab=readme-ov-file#workload-identity-authentication) + 1. **Prepare Azure Data Explorer for ingestion**: 1. Create an ADX cluster and database. See [Create an Azure Data Explorer cluster and database](create-cluster-and-database.md). 1. Create an Azure Active Directory application and grant permissions to ingest data into the ADX database. See [Create a Microsoft Entra application registration in Azure Data Explorer](provision-entra-id-app.md). @@ -119,6 +121,8 @@ Azure Data Explorer (ADX) is a fast, fully managed analytics service optimized f | take 10 ``` +1. **Ingestion mapping**: Use the pre-defined ingestion mappings in Kusto to transform data the default 3-column format into your desired schema. For more information, see [Ingestion mappings support](https://github.com/Azure/azure-kusto-fluentd/?tab=readme-ov-file#ingestion-mapping-support). + ## Related content - [Data integrations overview](integrate-data-overview.md) From 8266c44f4fc78b0a0d2c5fd681acc3ae10136e68 Mon Sep 17 00:00:00 2001 From: Hodayah Zargari Date: Wed, 7 Jan 2026 11:32:36 +0200 Subject: [PATCH 7/7] renamed file --- .../{ingest-data-fluent-d.md => ingest-data-fluentd.md} | 0 data-explorer/toc.yml | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename data-explorer/{ingest-data-fluent-d.md => ingest-data-fluentd.md} (100%) diff --git a/data-explorer/ingest-data-fluent-d.md b/data-explorer/ingest-data-fluentd.md similarity index 100% rename from data-explorer/ingest-data-fluent-d.md rename to data-explorer/ingest-data-fluentd.md diff --git a/data-explorer/toc.yml b/data-explorer/toc.yml index 7926fe1301..9ef9848d9b 100644 --- a/data-explorer/toc.yml +++ b/data-explorer/toc.yml @@ -248,7 +248,7 @@ items: - name: Fluent Bit href: fluent-bit.md - name: Fluentd - href: ingest-data-fluent-d.md + href: ingest-data-fluentd.md displayName: ingest data, ingestion, connector - name: Logstash displayName: ingest data, ingestion, connector