Grafana custom datasource. Mar 10, 2021 · I am currently using Grafana 7+.
Grafana custom datasource. How can I achieve this? Additionally, I would like to know if there is an existing API or datasource plugin that works with PRTG. A backend component provides a number of additional capabilities to your plugin, such as custom authentication methods. login to Grafana console, go to option - Add datasource select Prometheus as type of datasource from the drop down. User login in the app and bac… With this configuration, Grafana also removes the provisioned data sources if you remove the provisioning file entirely. Build a streaming data source plugin Learn how to build a streaming data source plugin. Oct 26, 2021 · Provisioning of datasource with custom HTTP headers-- UPDATE -- Resolved by looking into Grafana's custom HTTP headers, anyone looking for a similar answer may refer below: This data source supports these versions of Loki: v2. zip in /var/lib/grafana/plugins, and rename the directory to simPod-json-datasource, it works. If the plugin you need doesn’t exist, you can develop a custom plugin. But the guide is not kind, so I ask for help. A starter for Grafana data source plugins. Add query editor help How to add a help component to query editors in Grafana. Prerequisites Before you begin, you should have the following available: Can I create custom data source plugins for Grafana? Yes, Grafana provides a plugin development framework, allowing you to create custom data source plugins to connect to specific data platforms. It doesn’t even show up in the dropdown. Feb 18, 2025 · Dear community, I have a Grafana installation with several organizations. Overview of Data Source Configuration The Configuration Wizard provides a streamlined interface Graphite data source Grafana includes built-in support for Graphite. Data source management Grafana supports many different storage backends for your time series data (data source). The Dockerfile accepts GRAFANA_VERSION, GF_INSTALL_PLUGINS, and GF_INSTALL_IMAGE_RENDERER_PLUGIN as build arguments. Only users with the organization administrator role can add data sources. Thank you in advance for your assistance and any tips you can provide. I wonder is there any way to create custom macros for MySQL by myself. It is based on the typescript datasource template. Now I am configuring the newly installed json plugin with new relic Graphql API endpoint that returns json data. You've added a data source option, commonly used to set connection options and more. Jun 5, 2018 · I am developing a datasource plugin but I am running into a rather strange issue. In some cases, though, you already have an in-house metrics solution that you’d like to add to your Grafana dashboards. This gives data source admins more control over how metadata is shared with external APIs. I have succeeded in getting its OAuth2 client to authenticate users via the data platform and am in the process of writing a data plug-in that will pull data from it. app-basic Shows how to build a basic app plugin that uses custom routing app-with-backend Shows how to build a basic app plugin Mar 31, 2017 · Has anyone written a json data source for grafana in python? I'm struggling with writing functions and understanding the flow. Grafana data sources Grafana comes with built-in support for many data sources. Build a custom Grafana Docker image In the Grafana GitHub repository, the packaging/docker/custom/ folder includes a Dockerfile that you can use to build a custom Grafana image. Jan 20, 2022 · The Query inspector in Grafana can be helpful when you’re trying to figure out why your query is failing, or why it’s taking too long to return a result. I ran out of ideas on how Apr 26, 2023 · 5 To avoid confusion for others encountering the same issue, starting from version 10. gg/Yykp May 21, 2025 · Data Sources Configuration Relevant source files This document details how data sources are configured in the Grafana Alloy Configurator's Configuration Wizard. Note: For simpler data sources that fetch data through a single HTTP request and returns it Add ad hoc filters Ad hoc filters are one of the most complex and flexible variable options available. The GRAFANA_VERSION build argument must be a valid grafana/grafana Docker image tag. To learn more about how to install and use data sources, refer to Grafana Data sources. I rechecked, and the data was The easiest way to modify a configuration is in the Grafana UI on the plugin configuration page, but data sources can also be provisioned with a YAML file. 1. You can customize your Grafana instance by modifying the custom configuration file or by using environment variables. Feb 13, 2025 · Hi, We are utilizing Grafana Cloud but need to keep logs within our own infrastructure such that we have our own Loki instance configured as a datasource via PDC (Private Data Connector). May 18, 2025 · This document provides a comprehensive guide for configuring and using the Simple JSON Datasource Plugin with Grafana. Grafana includes built-in support for Prometheus, so you don’t need to install a plugin. Installing Grafana Data Source Plugins Grafana supports Jun 20, 2025 · Hello there! When using Terraform to create Grafana resources, there’s an issue where a GitHub datasource provisioned from installed plugins fails to properly connect to the plugin. Now I want to load my data source plugin in my panel plugin how can I do that ? Aug 16, 2021 · I have installed json plugin for Grafana on my Mac system per link. Apr 16, 2020 · Hi there, I am attempting to add variable support to a datasource plugin I have been working on. However, you can achieve similar functionality by using template variables and repeating panels. Data sources are storage backends that you can query in Grafana to do things like building dashboards. Data source-managed recording rules can create a recording rule for Prometheus-based data sources like Mimir or Loki. An issue has been filed with the Terraform provider Feb 25, 2025 · Data source plugins communicate with external sources of data and return that data in a format that Grafana understands. We have installed it in a Grafana instance running v6. Mar 24, 2025 · In this article, we will look at the most important data sources and extensions available for Grafana. SceneQueryRunner does a lot of complex work for you like: Wait for variables to complete (if your queries depend on them) Re-execute variables when a time range changes Figure out if variables changed while inactive Contribute to grafana/grafanacon-custom-data-source-plugin-example development by creating an account on GitHub. If you want to add custom headers, keep Access set to Server. Documentation Grafana supports a wide range of data sources, including Prometheus, MySQL, and even Datadog. Unfortunately when i change the variable value there is no refresh (i should manually Aug 29, 2024 · Next, we’ll look at how to provision a data source. 0. Second data source: native Aug 22, 2024 · Any idea how to do that? Since everything comes from a datasource variable, I’m not able to make chaining work, either with datasource var as the first variable or as a link in the chain. Dec 1, 2022 · How to dynamically set Grafana data source HTTP header based on the chosen value from a variable in dashboard? Asked 2 years, 7 months ago Modified 2 years, 7 months ago Viewed 1k times A reference for the JSON variables schema used with Observability as Code. This page shows a list of options available for configuration in the ClickHouse plugin, as well as config snippets for those provisioning a data source with YAML. Provision the MongoDB data source You can define and configure the MongoDB data source in YAML files as part of the Grafana provisioning system. There are great benefits to this because you can then leverage SceneQueryRunner. I have my own app authentication witch needs to use this JSON Datasource. By default, it listens at 9090 port. Only users with the organization admin role can add data sources. About queries Grafana panels communicate with data sources via queries, which retrieve data for the Aug 28, 2020 · Hi there! I want to add a custom HTTP header dynamically. After entering the data source configuration details, use the Save & test button to test connectivity between Grafana Cloud and your data source. Refer to Role-based access control permissions for more information. Create and edit a dashboardThe Edit panel view opens with your data source selected. There’s a good chance you can already visualize metrics from the systems you have set up. Grafana ships with built-in support for Elasticsearch. Example of config file for provisioning VictoriaMetrics datasource is the following: Aug 28, 2024 · Grafana Data Source Setup and Management # Grafana is a popular open-source visualization tool that allows users to create dashboards and visualizations from various data sources. However, some visualizations can only show IDs rather than useful information. Found that when I unpack the simPod-grafana-json-datasource-v0. There is no option to set custom header in grafana data source. Learn how to install the GitHub data source plugin for Grafana Feb 8, 2024 · I have a simple custom Grafana data source. In this post, I want to show you how to add a resource handler to your data source. API An OpenAPI definition is at Jun 6, 2024 · Hello Grafana Community, We have several questions and seek your advice to ensure the acceptance of our plugin: Actually, our use case is that we have a custom panel plugin (we don’t have any data source plugins yet). A custom component includes: Arguments: Settings that configure the custom component. You can create a variety of queries to visualize logs or metrics stored in Elasticsearch, and annotate graphs with log events stored in Elasticsearch. You can also further customize a panel by formatting data and configuring visualization options. com Feb 19, 2019 · I've got a new datasource I would like an existing dashboard to use. By default Oct 10, 2024 · Learn how we decoupled our Prometheus data source from Grafana so others could develop their own custom Prometheus data sources tailored to their specific needs. How can I change it over? Is there a quicker way than exporting / importing the dashboard? This tutorial teaches you to build a new data source plugin to query data. In the Grafana UI, deploy the menu on the left and select Connections > Data sources > Add new data source. registerRuntimeDataSource({ dataSource: new MyCustomDS('my-custom-ds', 'my-custom-ds-uid') }); How to configure the JIRA plugin Instantly visualize Jira data in Grafana The Jira data source plugin is the easiest way to pull Jira data directly into Grafana dashboards. The Grafana Simple JSON Datasource is used to interface Grafana with the HTTP API. Take a look at the datasource example and compare it to what you have. Build a data source plugin Learn how to create a plugin to add support for your own data sources. The Grafana docs gives a worked example of how you can do this end-to-end; on this particular documentation page, it’s working with an AWS API, but the principles are the same. This topic describes queries, templates, variables, and other configuration specific to the CloudWatch data source. This involves setting up template variables based on the first datasource and then using those variables in queries for the second datasource. Forwarding Grafana meta data as headers / query params From Infinity plugin version 3. However, other plugins such as clock and pie-chart panel using Angular appear to work instead after loading. To retrieve the name, you need to use the ${source:text} syntax instead. I have custom metrics that CloudWatch should receive every minute, but I noticed null data for a few minutes in the CloudWatch console. But sometimes your data source needs to request auxiliary data on demand, for example to offer auto-completion inside the data source’s query editor. Data source queries return data that Grafana can transform and visualize. Only users with the administrator role can add data sources to Grafana. For Grafana 6. Each panel has a query editor specific to the data source selected in the panel Aug 16, 2023 · How to Connect a SQL Server Data Source to Grafana and Creating a Dashboard Introduction Grafana, a popular open-source analytics and visualization platform, empowers users to create insightful … Dec 8, 2024 · Hi all, I am new to Grafana and would like to create a plugin that will take data from our own API and display it on a Grafana panel. Grafana pandas Mar 10, 2021 · I am currently using Grafana 7+. However, if the user should be able to access data from any given HTTP endpoint, you probably want to let them configure things like authentication headers and query parameters to fit their needs. By adding support for query variables to your data source plugin, users can create dynamic dashboards based on data from your data source. Apr 26, 2019 · I’m building a datasource plugin and use routes in my plugin. See full list on grafana. Nov 4, 2023 · How to Export/Import Datasource on Grafana? What is Grafana ? Grafana is a popular open-source observability and visualization platform that allows you to collect, analyze, and visualize metrics Oct 21, 2019 · and so on. May 31, 2021 · Hi Grafana developer, I am use of grafana, when i am using the macros of MYSQL in grafana, I found its logic can not meet my requirement. Build a streaming data source plugin This tutorial will teach you how to build a Grafana streaming data source plugin using the create-plugin tool and example source code. 4-58-g3413784. In this tutorial you built a complete data source plugin for Grafana that uses a query editor to control what data to visualize. Grafana has default and custom configuration files. For more information about data sources, refer to Data sources for specific guidelines. By adding a resource handler to your backend plugin, you can extend the Grafana Add query migrations for a backend data source plugin How to add a query migration handler to your Grafana backend data source plugin for seamless updates. Cognite Data Fusion datasourceFeatures Easily create graphs with timeseries from Cognite Data Fusion Perform custom queries to filter for specific timeseries Use variables to create templated dashboards Add event annotations to graphs Apply custom functions to timeseries Installation The easiest way to install this plugin is to follow the installation instructions on this page. Anyone with previous experience? May 6, 2025 · Join this hands-on lab to learn how to create your own custom data source plugin for Grafana using our developer tools. Mar 25, 2025 · The Infinity data source plugin now allows passing Grafana metadata—such as user ID and data source UID—to underlying APIs as headers or query parameters. Nov 11, 2020 · i'm using kube-prometheus-stack on gke, running similar issue when trying to create a custom data source. Sep 3, 2023 · Using latest Grafana 10 release, Ubuntu standard install. The first issue I encountered was knowing how to include npm modules in the browser so grafana can … Oct 5, 2021 · Hello! The only derived field currently supported in Grafana Cloud is “traceID” for associating tracing service data. I created a custom datasource that can map those IDs to names and other useful fields. No data sources of this type show up in the dropdown when creating new panels or in the explore window, unless I go there from the data source directly (so the type is in the URL). Jan 12, 2022 · The primary way for a data source to retrieve data is through the query method. Mar 6, 2023 · Hello, I’m new to grafana, did anyone now how data source plugin works, how to set up them and then what they can do exactly when they are set upped? Jun 21, 2023 · Grafana is a popular tool for monitoring and analytics. May 15, 2020 · I’m trying to develop a custom plugin which can request a resource in the web (based on configuration). I would Tutorials for Grafana plugin development Learn how to create a Grafana plugin from scratch by following our end-to-end tutorials for every type of Grafana plugin. The idea is similar to the simplejson plugin: create a json request based on a user’s query. Maybe even try to run this example datasource yourself and see if you get problems, to discard this is not a problem in your environment or grafana install. Apr 12, 2020 · I try to install Grafana 7. I want to add another data source to backfill the missing data. It covers the component architecture, available data source types, and how each one generates River configuration code for Grafana Alloy. 0, there has been a change in the behaviour of the data_source type variable. time, values: times }, { name: 'value', type: FieldType. Configure the Splunk data source Grafana provides a number of configuration options for Splunk. Amazon CloudWatch data source Grafana ships with built-in support for Amazon CloudWatch. Let's start by defining a query model for the variable query: Query and transform data Grafana supports many types of data sources. I’ve found this url mentioning Grafana proxy: Access data source from an app type plugin page My understanding of it is I can use build-in proxy to make such a call, e. That implies you must have a Grafana data source configured and choose it from the drop-down box on the left. Hit save & test. number, values: values }, ], }); The values returned by the data source are plotted on a chart, and they have value label on the graph. It covers the setup process, query building, annotations, and ad hoc filtering fe Nov 27, 2024 · Hi, I have created a custom datasource and want to use this in dashboard variables settings page: Unfortunately, when clicking Run query I am receiving an error: Query Runner is not available for datasource. May 19, 2025 · This document provides an introduction to the Grafana Data Source Backend Plugin Template, a starting point for building custom data source plugins with backend components for Grafana. I have tested this new relic endpoint with curl command on Apr 4, 2023 · Hi All, i create a custom datasource and i’m using it for filling a Table (OOTB grafana table). Each data source uses its own query language, and data source plugins each implement a query-building user interface called a query editor. 3 and ubuntu Os What are you trying to achieve? i am trying to created grafana dashboard for cloudwatch custom metric to monitor custom metric How are you trying to achieve it? i am selecting cloud watch as a data source which is already configure for all clould watch default metrics What happened? custom name is not 💡 Learn step-by-step how to monitor and visualize your GitHub data by using the Grafana GitHub Data source plugin. Jun 5, 2019 · 4 I tried to find how to pass custom header in grafana data source. For general information on adding a data source see Add a data source. 7. Click Refresh to query the data source. (this example uses create-plugin). Grafana Provisioning # Provision of Grafana plugin requires to create datasource config file . For example, you can use a data source plugin to query data from databases such as MongoDB or Google Data source API If you are running Grafana Enterprise, for some endpoints you’ll need to have specific permissions. Data source permissions You can configure data source permissions to Jul 18, 2024 · Hello, I created a datasource plugin and panel plugin separatly. It covers the architecture of data source plugins, the process of adding and configuring data sources, the query editor interface for different data sources, and how to use templating with data source variables. 2 - however there are 404 errors being displayed in Chrome devtools for /public/@grafana/data… // Important to specify a unique pluginId and uid for your data source that is unlikely to confict with any other scene app plugin. In this article, we'll explore how to build a custom Grafana data source using Go, a statically typed, compiled programming language that is Detect and respond to incidents with a simplified workflow Out-of-the-box KPIs, dashboards, and alerts for observability Help build the future of open source observability software Open positions Getting started with managing your metrics, logs, and traces using Grafana Learn how to unify, correlate, and visualize data with dashboards using May 19, 2025 · This document provides an introduction to the Grafana Data Source Plugin Template, which serves as a starting point for building custom Grafana data source plugins. I wanted to set grafana data source as prometheus and set some custom header. 0, You will be able to forward grafana meta data such as user id, datasource uid to the outgoing requests via Custom HTTP Headers / URL Query parameters* from the datasource settings page. Get all data sources GET /api/datasources Mar 21, 2024 · Unfortunately, Grafana does not currently support using a datasource based on another datasource variable directly within a query. Setup When adding datasource add your API endpoint to the URL field. You can define and configure the data source in YAML files as part of Grafana’s provisioning system. That's where datasource will make requests to. By adding a data source plugin, you can instantly use data from that source in any of your existing Grafana dashboards. Visualize it either in isolation (one database) or blend it with other data sources. Feb 20, 2025 · Add the data source to your workspace. Despite manually creating the datasource and ensuring database IDs match exactly, the Grafana API still doesn’t recognize the connection correctly. It’s all setup, works great for everything, but in the Application functionality of Grafana Cloud I am unable to select it as the datasource for logs. May I know why would adding grafana_datasource: 1 make a difference. ini file? This repository contains example plugins to showcase different use cases. It’s working fine, but there’s one issue I can’t figure out. A streaming data source plugin refreshes the data in your plugin only when new data is available in your data source. I want to create a custom data Aug 31, 2023 · But you can add Data source variable, that will allow you switch between data sources dynamically. Specifically, I want to have a dropdown of tenant names (derived from Prometheus data source - I have this already) and when I clicked on a tenant name from the dropdown, I want the tenant name to be passed to Cortex as X-Scope-OrgID: <tenant> HTTP header and update my dashboard panels. Is it at all possible? I have attempted to Aug 23, 2024 · What Grafana version and what operating system are you using? 11. It has many options for authentication and various other settings. For general information on adding a data source to Grafana, refer to Add a data source. Learn how to install and configure these plugins to access and visualize data from sources like Prometheus, InfluxDB, Elasticsearch, and more. It covers the purpose, architecture May 31, 2022 · I created a new backend data source plugin for Trino. 3, the directory need to be renamed to SimpleJson to make it appear in the Granfa plugins page. This method relates to Grafana's standard fetching mechanism. In the data source configuration, I can add custom headers but how do I dynamically set the value of the header to be the login id of a user? I tried using the global variables but they just resolve as literal strings. Jan 24, 2013 · You can also remove a connection by clicking Delete. This is not working because Grafana expects the answer for an authentication to for example list the refresh token as “refresh_token” whereas my endpoint returns “refreshToken”. All Grafana data sources are supported by Data To install this plugin using the grafana-cli tool: grafana-cli plugins install simpod-json-datasource See here for more information. Jaeger data source Grafana ships with built-in support for Jaeger, which provides open source, end-to-end distributed tracing. Add authentication for data source plugins Grafana plugins can perform authenticated requests against a third-party API by using the data source proxy or through a custom a plugin backend. Open your Azure Managed Grafana workspace in the Azure portal and go to Overview > Endpoint to open the Grafana UI. 14 What are you trying to achieve? Sometimes, CloudWatch metrics have null data due to timeouts. Add resource handler for data source plugins Learn how to add a resource handler for data source plugins. This allows you to apply filters dashboard-wide. I can also import a dashboard that’s pointing to this data source. This topic explains configuration and queries specific to the Jaeger data source. Nov 21, 2024 · Does my response format have any issues that might prevent Grafana from displaying the values? Are there any specific settings I need to configure for Grafana variables to work with my plugin? Jul 28, 2020 · I’ve developed a custom React datasource plugin using Grafana v6. I know there is a builtin MSSQL datasource plugin, but that requires the user to type entire SQL queries. For more information about provisioning a data source, and for available configuration options, refer Provision Grafana. If you encounter an issue, please review the data source configuration documentation or open a ticket with the Support team from your Cloud Portal. Dec 5, 2022 · Mine is about reading/querying tenant metrics using Grafana. Jun 3, 2024 · Grafana is an open-source platform for monitoring and observability that allows you to visualize and query data from various sources. I want to achieve a similar behaviour like in Elastic Search datasource where I see dedicated field for querying through dashboard variable options: What am I missing there? Thanks for Oct 8, 2021 · I contribute to and use this druid datasource plugin and currently trying to add a functionality where whatever the user has selected in time picker will be automatically added to user query for interval range. Is there any way to do that other than editing grafana. Contribute to grafana/grafana-starter-datasource development by creating an account on GitHub. This topic explains options, variables, querying, and other features specific to the Graphite data source, which include its feature-rich query editor. Administrators May 11, 2017 · Hi all, I’m in the process of trying to integrate Grafana into a data platform. json to define the API endpoint with a tokenAuth section describing OAuth authentication. Choose an authentication method Configure your data source plugin to authenticate against a third-party API in one of either of two ways: Use the data source proxy method, or Build a plugin backend component. Jul 6, 2023 · I’m trying to dynamically set values for X-Opaque-Id header in the requests sent to Elasticsearch. Instead of returning the name of the data source, it now returns the ID of the data source. I have gone through this https://grafan… I want to create a Grafana plugin that uses MSSQL databases. Each data source has a specific query editor that is customized for the features and capabilities that the particular data source exposes. Situation We have a dashboard in our organization. g. I have tried to export the dashboard with and without the “share externally” but in both cases, error: data source not found. If the plugin you need doesn’t exist yet, developing a custom plugin is also an option. By creating custom data sources, you can extend Grafana's capabilities to integrate with virtually any REST API. Is there Dec 15, 2024 · I’m trying to find a way to build a query in Grafana to get all records from Loki data source based on a custom variable I defined as follows - - variable type: custom Oct 21, 2020 · Hey! Thanks for the plugin, its great 👍 is it possible to add an option to pass URL or Custom query parameters from the dashboard query? because now i have to create a new data source for each requ Jun 27, 2022 · Writing Grafana datasource files is surprisingly hard: so here is a recipe and a list of common mistakes to avoid. We want this panel plugin to accept two mixed, already existing data sources: First data source: Any data source that allows me to import XML files. Refer to data sources for more information about using data sources in Grafana. To see the list of settings for a Grafana instance, refer to View server settings. For now it is working fine but i have to do an enhancement, the datasource should be filtered according to a variable so after the variable change the table should refresh with the new “filtered” content. Grafana data source plugins support metrics, logs, and other data types. Administrators can also configure the data source via YAML with Grafana’s provisioning system. 8+ Adding a data source For instructions on how to add a data source to Grafana, refer to the administration documentation Only users with the organization administrator role can add data sources. For information about A Grafana panel is a visual representation of data composed of a query and a visualization. What can I do?. Write or construct a query in the query language of your data source. Discover popular data source plugins for Grafana that enhance its functionality and allow seamless integration with various databases and platforms. I would like to create a custom data source Grafana plugin for Trino (which was earlier called Presto DB) using hive connector. Is it realistic for me to be able to develop a simple custom datasource to do this? For example, could I make some Splunk API calls from a modified simple json datasource to return splunk events? It wouldn’t need advanced gui functionality like the official plugin, just Amazon CloudWatch data source Grafana ships with built-in support for Amazon CloudWatch. Recording rules allow you to pre-compute expensive queries in advance and save the results as a new set of time series. Nov 7, 2024 · In this post, you'll learn how to create Grafana dashboards featuring data from disparate sources, how to incorporate multiple queries from a single source into your visualization, and more. import { getBackendSrv } from '@grafana/runtime'; Oct 4, 2017 · In order to use Prometheus datasource, you need to follow below steps Start Prometheus server. For more information about provisioning, and for available configuration options, refer to Provision Grafana. This way, a pure Python application can be used to directly supply data to Grafana, both easily and powerfully. Run multiple Grafana instances If you run multiple instances of Grafana, add a version number to each data source in the configuration and increase it when you update the configuration. Custom derived fields for the provisioned Loki datasource as well as custom tags for the provisioned Tempo datasource will be supported in the future although there is no current timeframe available. refId, fields: [ { name: 'time', type: FieldType. Sep 8, 2023 · Initial Request In the initial request, you can choose among the following: Custom [-] Data Source Query REST API (GET) Query For the first example, I used the query type. Nov 22, 2023 · What Grafana version and what operating system are you using? grafana 6. Setting up a data source for this seems unnecessary, wondering if there is a plugin or something that allows me to do this? Not too familiar with the JSON behind the panels, but maybe it is possible through that aswell. It allows us to build dashboards to visualize, query, analyze data, and set up… Grafana's strength lies in its ability to connect to various data sources and display data in real-time, making it a popular choice for data visualization and monitoring. Amazon Managed Grafana supports many different data sources. sceneUtils. As an alternative to using an Angular version of Prometheus data source plugin, understanding why the console at this version would expect Angular. In front of Grafana, I am using a reverse proxy (Nginx). And if you want to have a separate variable that contains a part of selected data source, you'll need to manage a bit of trickery with variable chaining. In one case because the full uid of the data A HTTP API based on Flask for serving pandas data frames to Grafana, generated by NumPy. Mar 3, 2023 · Check the names and ids are the same. Summarizing the answers in grafana with graphs or similar would be tremendous. You can change the panel data source later using the drop-down in the Query tab of the panel editor if needed. The data platform requires that the user’s Bearer token be passed back in the Authorization header, and so I created the data plug-in instance in Custom components Custom components are a way to create new components from a pipeline of built-in and other custom components. Provision a data source Each data source provisioning config file contains a manifest that specifies the desired state of a set of provisioned data sources. I know the basics of typescript and working with grafana Dashboard, recently i have been asked to develop a custom grafana datasource plugin. Discover correlations and covariances across all your data in minutes. At startup, Grafana loads the configuration files and provisions the data sources listed in the manifests. If you need other data sources, you can also install one of the many data source plugins. The question has now become, how do I connect both of these? Importantly, the custom datasource is slow (and massive Nov 9, 2020 · However, when I run this/run an upgrade of kube-prometheus-stack afterwards, Grafana is not being populated with the custom datasource/dashboard. In Oct 7, 2024 · Note: If you need other data sources that are not already built into Grafana, you can install one of our many data source plugins. May 18, 2025 · Data Source Integration Relevant source files This document explains how Grafana connects to, queries, and visualizes data from various external data sources. The steps to build a logs data source plugin are largely the same as for a metrics data source, but there are a few differences which we will explain in this guide. As far as I can tell I should be trying to make use of templateSrv to achieve this objective but it is currently beyond me how to access this definition when developing a plugin using the recommended React-based approach leveraging @grafana react modules. I am looking for something like this Nov 14, 2018 · Couldn’t find any questions/resources on this, hope I didn’t miss it. Instead of creating a variable for each dimension by which you want to filter, ad hoc filters automatically create variables (key/value pairs) for all the dimensions returned by your data source query. Best regards, Max Jan 15, 2021 · Follow these 13 simple steps to create a custom-built Grafana dashboard for powerful data visualization and insightful analytics. Aug 19, 2025 · Learn how to connect an Azure Managed Grafana workspace to a data source using Managed Private Endpoint. For instructions on how to add a data source to Grafana, refer to the administration documentation. While Grafana displays some basic information about your query by default, in this post you’ll learn how to add your own stats for you query. Sep 14, 2023 · What Grafana version and what operating system are you using? Latest version on Grafana cloud free plan What are you trying to achieve? I would like to implement a Grafana dashboard that shows distributed traces, however the data for the traces will be stored in a SQL-like database (ie. 5. May 7, 2021 · Version of Grafana is 7. The examples in this website were auto-generated from the existing templates in create-plugin. Configure the Prometheus data source This document provides instructions for configuring the Prometheus data source and explains the available configuration options. It provides a lot of features such as query Commits, Pull Requests, Workflows Sep 5, 2017 · If you use a datasource that doesn’t support annotations it can be cumbersome to have to add ElasticSearch or something more meaningful just to add annotations. I need to use custom header with API-Key for that end-point and Content-Type: application/json along with the --data-binary “query to fetch the data”. For links to data source-specific documentation, see Data sources. Jan 31, 2023 · I can’t use postgresql datasource plugin because of sql injection and need to develop a new datasource plugin that calls database procedure. In this tutorial, we will guide you through the process of creating a custom data source plugin for Grafana, providing step-by-step instructions, along with examples. 1. 4 and would expect React plugins to load. I tried applying transformations like filter and renaming to get an equivalent output but can’t make it work either. Mar 15, 2019 · Hello, I’d like to import data from Splunk into Grafana so I can use Grafana’s visualization and Splunk’s backend. In this tutorial you built a complete data source plugin for Grafana that uses a query editor to control what data to visualize. Exports: Values the custom component exposes to its consumers. What I want to do: Insert a variable into a query using my custom datasource Details: I’ve created a custom datasource plugin. Data source – The key to flexible visualization Grafana supports many different data sources, enabling integration with popular databases, monitoring tools, and analytics systems. In this post, I Sep 21, 2016 · I'm trying to figure out a way to create a data-source plugin which can communicate with an external REST API and provide relevant data to draw a panel. How (and even if) it can be done depends on data sources available to you. Jan 27, 2022 · If your data source retrieves data from an official, well-defined API, you can simplify your data source configuration by only asking for the relevant data, such as the API token. Below is some context to our problem. Grafana Data Source Plugins enables integrating such solutions with Grafana. Within panels, you can apply transformations, which process the results of a query before they're passed on for visualization. I’d like to set a template variable to Add support for query variables to your data source A query variable is a type of variable that allows you to query a data source for the values. How do I get my installation of kube-prometheus-stack to detect these Grafana datasource and dashboard configmaps and use them to update grafana upon/after installation? In this chapter we are going to learn "How to Create a Grafana Data Source"Got Questions ? or you are Stuck Join our Discord Server @ https://discord. Add Grafana Loki as a data source To further illustrate how to add a data source in Grafana, let’s walk through an example using Grafana Loki, our open source, horizontally Use data source plugins when you want to import data from external systems. The data source calls backend and returns MutableDataFrame: return new MutableDataFrame({ refId: query. In this tutorial, we will walk you through the process of connecting Grafana to data sources, allowing you to harness its full potential for insightful data analysis. Custom data sources If you want to query a custom resource API, you can register a runtime data source. Feb 27, 2018 · In Grafana you should use the Infinity data source plugin to do pretty much any work with REST APIs. Insert the Prometheus URL (You got this in step 1) Access should be "direct" if you aren't using any proxy to establish connection. All of the organizations have same data source (but with different uid) and I would like to automatically provision same dashboard to all of them. Ad hoc filters let you add label/value Apr 9, 2020 · Hi, i’m a newbie to grafana development. Add the Splunk data source To install a data source, refer to Install Grafana plugins. not tempo, zipkin etc) because it is leveraging legacy infrastructure, and we do not have sufficient budget Creating and managing folders, data sources, and dashboards using the Grafana Operator Learn how to manage data sources, folders and dashboard, using Grafana Operator. wjcp vdz ipvj zck eijldyz tjqki ueiqi psczb uvldey fqemd