Files
grafana/docs/sources/panels-visualizations/visualizations/heatmap/index.md
T
Kristina 53052def52 Heatmap: Fix ability to define bucket size as an interval string, like 30s (#95923)
* validate with durations

* update docs

* Add default values to calculation, show error if too many bins

* move default generation to separate function

* Update docs/sources/panels-visualizations/visualizations/heatmap/index.md

Co-authored-by: Isabel Matwawana <76437239+imatwawana@users.noreply.github.com>

* dont try to parse ‘’ as a duration, move max to variable

* Add new function to support duration and ms, only calculate if valid

* Add radix

* Remove validation and precalc to determine bucket quantity

* simplify

* simplify more

* less

* cleanup transformationsVariableSupport. reset value to auto on mode changes

* maybe...

* by hook or by crook

* Change function name back

---------

Co-authored-by: Isabel Matwawana <76437239+imatwawana@users.noreply.github.com>
Co-authored-by: Leon Sorokin <leeoniya@gmail.com>
2024-12-02 13:08:45 -06:00

200 lines
7.8 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
---
aliases:
- ../../features/panels/heatmap/
- ../../visualizations/heatmap/
description: Configure options for Grafana's heatmap visualization
keywords:
- grafana
- heatmap
- panel
- documentation
labels:
products:
- cloud
- enterprise
- oss
title: Heatmap
weight: 100
refs:
introduction-to-histograms-and-heatmaps:
- pattern: /docs/grafana/
destination: /docs/grafana/<GRAFANA_VERSION>/fundamentals/intro-histograms/
- pattern: /docs/grafana-cloud/
destination: /docs/grafana/<GRAFANA_VERSION>/fundamentals/intro-histograms/
---
# Heatmap
Heatmaps allow you to view [histograms](https://grafana.com/docs/grafana/latest/panels-visualizations/visualizations/histogram/) over time. While histograms display the data distribution that falls in a specific value range, heatmaps allow you to identify patterns in the histogram data distribution over time. For more information about heatmaps, refer to [Introduction to histograms and heatmaps](https://grafana.com/docs/grafana/latest/fundamentals/intro-histograms/).
For example, if you want to understand the temperature changes for the past few years, you can use a heatmap visualization to identify trends in your data:
{{< figure src="/static/img/docs/heatmap-panel/temperature_heatmap.png" max-width="1025px" alt="A heatmap visualization showing the random walk distribution over time" >}}
{{< docs/play title="Grafana Heatmaps" url="https://play.grafana.org/d/heatmap-calculate-log/" >}}
You can use a heatmap visualization if you need to:
- Visualize a large density of your data distribution.
- Condense large amounts of data through various color schemes that are easier to interpret.
- Identify any outliers in your data distribution.
- Provide statistical analysis to see how values or trends change over time.
## Configure a heatmap visualization
Once youve created a [dashboard](https://grafana.com/docs/grafana/<GRAFANA_VERSION>/dashboards/build-dashboards/create-dashboard/), the following video shows you how to configure a heatmap visualization:
{{< youtube id="SGWBzQ54koE" >}}
## Supported data formats
Heatmaps support time series data.
### Example
The table below is a simplified output of random walk distribution over time:
| Time | Walking (km) |
| ------------------- | ------------ |
| 2023-06-25 21:13:09 | 10 |
| 2023-08-25 21:13:10 | 8 |
| 2023-08-30 21:13:10 | 10 |
| 2023-10-08 21:13:11 | 12 |
| 2023-12-25 21:13:11 | 14 |
| 2024-01-05 21:13:12 | 13 |
| 2024-02-22 21:13:13 | 10 |
The data is converted as follows:
{{< figure src="/static/img/docs/heatmap-panel/heatmap.png" max-width="1025px" alt="A heatmap visualization showing the random walk distribution over time" >}}
## Panel options
{{< docs/shared lookup="visualizations/panel-options.md" source="grafana" version="<GRAFANA_VERSION>" >}}
## Heatmap options
### Calculate from data
This setting determines if the data is already a calculated heatmap (from the data source/transformer), or one that should be calculated in the panel.
### X Bucket
This setting determines how the X-axis is split into buckets. You can specify a time interval in the **Size** input. For example, a time range of `1h` makes the cells 1-hour wide on the X-axis. If the value is a number only, the duration is in milliseconds.
### Y Bucket
This setting determines how the Y-axis is split into buckets.
### Y Bucket scale
Select one of the following Y-axis value scales:
- **linear -** Linear scale.
- **log (base 2) -** Logarithmic scale with base 2.
- **log (base 10) -** Logarithmic scale with base 10.
- **symlog -** Symlog scale.
## Y Axes
Defines how the Y axis is displayed
### Placement
- **Left** On the left
- **Right** On the right
- **Hidden** Hidden
### Unit
Unit configuration
### Decimals
This setting determines decimal configuration.
### Min/Max value
This setting configures the axis range.
### Axis width
This setting configures the width for the axis.
### Axis value
This setting configures the axis value.
### Reverse
When selected, the axis appears in reverse order.
{{< docs/shared lookup="visualizations/multiple-y-axes.md" source="grafana" version="<GRAFANA_VERSION>" leveloffset="+2" >}}
## Colors
The color spectrum controls the mapping between value count (in each bucket) and the color assigned to each bucket. The leftmost color on the spectrum represents the minimum count and the color on the right most side represents the maximum count. Some color schemes are automatically inverted when using the light theme.
You can also change the color mode to Opacity. In this case, the color will not change but the amount of opacity will change with the bucket count
- **Mode**
- **Scheme -** Bucket value represented by cell color.
- **Scheme -** If the mode is **scheme**, then select a color scheme.
- **opacity -** Bucket value represented by cell opacity. Opaque cell means maximum value.
- **Color -** Cell base color.
- **Scale -** Scale for mapping bucket values to the opacity.
- **linear -** Linear scale. Bucket value maps linearly to the opacity.
- **sqrt -** Power scale. Cell opacity calculated as `value ^ k`, where `k` is a configured **Exponent** value. If exponent is less than `1`, you will get a logarithmic scale. If exponent is greater than `1`, you will get an exponential scale. In case of `1`, scale will be the same as linear.
- **Exponent -** value of the exponent, greater than `0`.
### Start/end color from value
By default, Grafana calculates cell colors based on minimum and maximum bucket values. With Min and Max you can overwrite those values. Consider a bucket value as a Z-axis and Min and Max as Z-Min and Z-Max, respectively.
- **Start -** Minimum value using for cell color calculation. If the bucket value is less than Min, then it is mapped to the "minimum" color. The series min value is the default value.
- **End -** Maximum value using for cell color calculation. If the bucket value is greater than Max, then it is mapped to the "maximum" color. The series max value is the default value.
## Cell display
Use these settings to refine your visualization.
## Additional display options
### Tooltip
#### Tooltip mode
When you hover your cursor over the visualization, Grafana can display tooltips. Choose how tooltips behave.
- **Single -** The hover tooltip shows only a single series, the one that you are hovering over on the visualization.
- **All -** The hover tooltip shows all series in the visualization. Grafana highlights the series that you are hovering over in bold in the series list in the tooltip.
- **Hidden -** Do not display the tooltip when you interact with the visualization.
Use an override to hide individual series from the tooltip.
#### Show histogram (Y axis)
When you set the **Tooltip mode** to **Single**, this option is displayed. This option controls whether or not the tooltip includes a histogram representing the y-axis.
#### Show color scale
When you set the **Tooltip mode** to **Single**, this option is displayed. This option controls whether or not the tooltip includes the color scale that's also represented in the legend. When the color scale is included in the tooltip, it shows the hovered value on the scale:
![Heatmap with a tooltip displayed showing the hovered value reflected in the color scale](/media/docs/grafana/panels-visualizations/screenshot-heatmap-tooltip-color-scale-v11.0.png)
### Legend
Choose whether you want to display the heatmap legend on the visualization by toggling the **Show legend** switch.
### Data links
{{< docs/shared lookup="visualizations/datalink-options.md" source="grafana" version="<GRAFANA_VERSION>" >}}
### Field overrides
{{< docs/shared lookup="visualizations/overrides-options.md" source="grafana" version="<GRAFANA_VERSION>" >}}
### Exemplars
Set the color used to show exemplar data.