docs/sources/visualizations/panels-visualizations/visualizations/node-graph/index.md
Node graphs are useful when you need to visualize elements that are related to each other. This is done by displaying circles—or nodes—for each element you want to visualize, connected by lines—or edges. By default, the visualization uses a layered layout that positions the nodes into a network of connected circles.
Node graphs display useful information about each node, as well as the relationships between them, allowing you to visualize complex infrastructure maps, hierarchies, or execution diagrams.
The appearance of nodes and edges can also be customized in several ways including color, borders, and line style.
You can use a node graph visualization if you need to show:
The following video provides beginner steps for creating node panel visualizations. You'll learn the data requirements and caveats, special customizations, and much more:
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{{< docs/play title="Node graph panel" url="https://play.grafana.org/d/bdodfbi3d57uoe/" >}}
To create node graphs, you need two datasets: one containing the records for the displayed elements (nodes) and one dataset containing the records for the connections between those elements (edges).
The nodes dataset must contain one alphanumeric ID field that gives each element a unique identifier. The visualization also accepts other options fields for titles, subtitles, main and secondary stats, arc information for how much of the circle border to paint, details, colors, icons, node size, and indicators for element highlighting. For more information and naming conventions for these fields, refer to the Nodes data frame structure section.
| id | title | subtitle | mainstat | secondarystat | color | icon | highlighted |
|---|---|---|---|---|---|---|---|
| node1 | PC | Windows | AMD | 16gbRAM | blue | true | |
| node2 | PC | Linux | Intel | 32gbRAM | green | eye | false |
| node3 | Mac | MacOS | M3 | 16gbRAM | gray | apps | false |
| node4 | Alone | SoLonely | JustHere | NotConnected | red | false |
If the icon field contains a value, it’s displayed instead of the title and subtitle. For a list of of available icons, refer to Icons Overview.
Similar to the nodes dataset, the edges dataset needs one unique ID field for each relationship, followed by two fields containing the source and the target nodes of the edge; that is, the nodes the edge connects. Other optional fields are main and secondary stats, context menu elements, line thickness, highlight indications, line colors, and configurations to turn the connection into a dashed line. For more information and naming conventions for these fields, refer to the Edges data frame structure section.
| id | source | target | mainstat | seconddarystat | thickness | highlighted | color |
|---|---|---|---|---|---|---|---|
| edge1 | node1 | node2 | TheMain | TheSub | 3 | true | cyan |
| edge2 | node3 | node2 | Main2 | Sub2 | 1 | false | orange |
If a node lacks edge connections, it’s displayed on its own outside of the network.
A node graph requires a specific shape of the data to be able to display its nodes and edges. This means not every data source or query can be visualized with this graph. If you want to use this as a data source developer see the section about data API.
A node graph consists of nodes and edges.
Both nodes and edges can have associated metadata or statistics. The data source defines what information and values is shown, so different data sources can show different type of values or not show some values.
{{< admonition type="note" >}} Node graphs show up to 200 visible nodes by default. If the graph has more nodes, Grafana shows a warning at the top of the panel and hides some nodes for performance reasons. You can expand hidden parts of the graph by clicking the "Hidden nodes" markers in the graph. {{< /admonition >}}
Usually, nodes show two statistical values inside the node and two identifiers just below the node, usually name and type. Nodes can also show another set of values as a color circle around the node, with sections of different color represents different values that should add up to 1.
For example, you can have the percentage of errors represented by a red portion of the circle. Additional details can be displayed in a context menu which is displayed when you click on the node. There also can be additional links in the context menu that can target either other parts of Grafana or any external link.
Edges can also show statistics when you hover over the edge. Similar to nodes, you can open a context menu with additional details and links by clicking on the edge.
The first data source supporting this visualization is X-Ray data source for its Service map feature. For more information, refer to the X-Ray plugin documentation.
You can use pan, zoom, and other functions to navigate a node graph.
You can pan the view by clicking outside any node or edge and dragging your mouse.
Use the buttons in the lower right corner to zoom in or out. You can also use the mouse wheel or touchpad scroll, together with either Ctrl or Cmd key to do so.
Switch quickly between displaying the visualization in graph or grid layout.
Click a node and select either Show in Grid layout or Show in Graph layout, depending on the current layout of the visualization:
{{< figure src="/media/docs/grafana/panels-visualizations/screenshot-node-graph-grid-menu.png" max-width="750px" alt="Node graph in grid layout with node menu open" >}}
In grid layout, you can sort nodes by clicking on the stats inside the legend. The marker next to the stat name shows which stat is currently used for sorting and the sorting direction:
{{< figure src="/media/docs/grafana/panels-visualizations/screenshot-node-graph-legend-sort.png" max-width="550px" alt="Node graph legend sorting" >}}
Switching between grid and other layouts this way only changes the layout temporarily. The visualization maintains the layout algorithm selected in the panel editor, and reverts to it when the dashboard refreshes.
For more information about layouts, refer to Layout algorithm.
<!-- if you have the panel in grid layout and switch it to graph, is it switching to layered? -->The number of nodes shown at a given time is limited to maintain a reasonable visualization performance. Nodes that are not currently visible are hidden behind clickable markers that show an approximate number of hidden nodes that are connected by a particular edge. You can click on the marker to expand the graph around that node.
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Use the following options to refine your node graph visualization.
Choose how the node graph should handle zoom and scroll events:
Choose how the visualization layout is generated:
Layered - Default. Creates a predictable and orderly layout, especially useful for service graphs.
Force - Uses a physics-based force layout algorithm that's useful with a large number of nodes (500+).
Grid - Arranges nodes into a grid format to provide a better overview of the most interesting nodes in the graph. This layout shows nodes in a grid without edges and can be sorted by the stats shown inside the node or by the ones represented by the a colored border of the nodes.
{{< figure src="/media/docs/grafana/panels-visualizations/screenshot-node-graph-grid.png" max-width="650px" alt="Node graph in grid layout" >}}
For more information about using the graph in grid layout, refer to Switch layouts.
{{< admonition type="note" >}} Layered layout can be slow when the graph has more than 500 nodes. For large graphs, use Force layout. {{< /admonition >}}
The Nodes options section provides configurations for node behaviors.
{{< admonition type="note" >}}
Defining arc sections overrides the automatic detection of arc__* and color fields described in the Optional fields section of Nodes data frame structure.
{{< /admonition >}}
The Edges options section provides configurations for node edges behaviors.
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In node graphs, some data fields may have pre-configured data links. To add a different data link in those cases, use a field override.
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This visualization needs a specific shape of the data to be returned from the data source to correctly display it.
Node graphs, at minimum, require a data frame describing the edges of the graph. By default, node graphs compute the nodes and any stats based on this data frame. Optionally a second data frame describing the nodes can be sent when you need to show more node-specific metadata. Grafana recognizes node graph frames when frame.meta.preferredVisualisationType = 'nodeGraph', when the frame name or refId is nodes or edges, or when a frame contains an id field.
Required fields:
| Field name | Type | Description |
|---|---|---|
| id | string | Unique identifier of the edge. |
| source | string | Id of the source node. |
| target | string | Id of the target. |
Optional fields:
| Field name | Type | Description |
|---|---|---|
| mainstat | string/number | First stat shown in the overlay when hovering over the edge. It can be a string showing the value as is or it can be a number. If it is a number, any unit associated with that field is also shown |
| secondarystat | string/number | Same as mainStat, but shown right under it. |
| detail__* | string/number | Any field prefixed with detail__ will be shown in the header of context menu when clicked on the edge. Use config.displayName for more human readable label. |
| thickness | number | The thickness of the edge. Default: 1 |
| highlighted | boolean | Sets whether the edge should be highlighted. Useful, for example, to represent a specific path in the graph by highlighting several nodes and edges. Default: false |
| color | string | Sets the default color of the edge. It can be an acceptable HTML color string. Default: #999 |
| strokeDasharray | string | Sets the pattern of dashes and gaps used to render the edge. If unset, a solid line is used as edge. For more information and examples, refer to the stroke-dasharray MDN documentation. |
{{< admonition type="caution" >}}
Starting with 10.5, highlighted is deprecated.
It will be removed in a future release.
Use color to indicate a highlighted edge state instead.
{{< /admonition >}}
Required fields:
| Field name | Type | Description |
|---|---|---|
| id | string | Unique identifier of the node. This ID is referenced by edge in its source and target field. |
Optional fields:
| Field name | Type | Description |
|---|---|---|
| title | string | Name of the node visible in just under the node. |
| subtitle | string | Additional, name, type or other identifier shown under the title. |
| mainstat | string/number | First stat shown inside the node itself. It can either be a string showing the value as is or a number. If it is a number, any unit associated with that field is also shown. |
| secondarystat | string/number | Same as mainStat, but shown under it inside the node. |
| arc__* | number | Any field prefixed with arc__ will be used to create the color circle around the node. All values in these fields should add up to 1. You can specify color using config.color.fixedColor. |
| detail__* | string/number | Any field prefixed with detail__ will be shown in the header of context menu when clicked on the node. Use config.displayName for more human readable label. |
| color | string/number | Can be used to specify a single color instead of using the arc__ fields to specify color sections. It can be either a string which should then be an acceptable HTML color string or it can be a number in which case the behavior depends on field.config.color.mode setting. This can be for example used to create gradient colors controlled by the field value. |
| icon | string | Name of the icon to show inside the node instead of the default stats. Only Grafana built in icons are allowed. |
| nodeRadius | number | Radius value in pixels. Used to manage node size. |
| highlighted | boolean | Sets whether the node should be highlighted. Useful for example to represent a specific path in the graph by highlighting several nodes and edges. Default: false |
| fixedX | number | Fixed x-coordinate for the node. If you use fixedX, all nodes must provide a value. |
| fixedY | number | Fixed y-coordinate for the node. If you use fixedY, all nodes must provide a value. |