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The timeseries visualization allows you to display the evolution of one or more metrics, log events, or Indexed Spans over time. The time window depends on what is selected on the timeboard or screenboard:
Choose the data to graph:
Customize your graph with the available options.
Graphs can be displayed as lines, areas, and bars. Line graphs contain additional parameters:
| Parameter | Options |
|---|---|
| Style | Solid, dashed, or dotted |
| Stroke | Normal, thin, or thick |
For all graph types, Datadog offers various color options to differentiate multiple metrics displayed on the same graph:
| Palette | Description |
|---|---|
| Classic | The simple colors light blue, dark blue, light purple, purple, light yellow, and yellow (colors repeat). |
| Consistent | Using a set of 16 colors, applies a consistent color for each series of data across all widgets for each tag group. |
For line graphs, different metrics can be assigned specific palettes by separating the queries in JSON. For more information, see the guide for Selecting the right colors for your graphs.
Order the graph by Tags or by Values to sort timeseries legends and stacked graphs. This only sorts the graph visualization, and does not impact the query. Toggle the Reverse option to sort by reverse alphabetical order or by descending values.
Each query or formula, along with any filtering tags, can be aliased. The alias overrides the display on the graph and legend, which is useful for long metric names or long lists of filters. At the end of your query or formula, click on as… and enter your metric alias:
The event overlay supports all data sources. This allows for easier correlation between business events and data from any Datadog service.
With the event overlay, you can see how actions within the organization impact application and infrastructure performance. Here are some example use cases:
You can add events from related systems to add more context to your graph, such as GitHub commits, Jenkins deploys, and Docker creation events. Click Add Event Overlay in the Event Overlays section and enter a query to display those events.
Use the same query format as for the Event Explorer, for example:
| Query | Description |
|---|---|
sources:jenkins | Shows all events from the Jenkins source. |
tag:role:web | Shows all events with the role:web tag. |
tags:$<TEMPLATE_VARIABLE> | Shows all events from the selected template variable. |
To add markers for additional data sets, click Add Marker in the Markers section.
Y-axis controls are available in the UI and in the JSON editor. You can set the value and type of the y-axis to:
The following configuration options are available:
| Option | Required | Description |
|---|---|---|
Min | No | Specify the minimum value to show on the y-axis. It takes a number or Auto as the default value. |
Max | No | Specify the maximum value to show on the y-axis. It takes a number or Auto as the default value. |
Scale | No | Specifies the scale type. Possible values include: - linear: A linear scale (default). - log: A logarithmic scale. - pow: A Power of 2 scale (2 is default, modify in JSON). - sqrt: A square root scale. |
Always include zero | No | Always include zero or fit the y-axis to the data range. The default is to always include zero. |
Because the mathematical log function does not accept negative values, the Datadog log scale only works if values are of the same sign (everything > 0 or everything < 0). Otherwise, an empty graph is returned.
You can add configurable legends to your screenboards by selecting from the following options in the Legend section:
For timeboards, legends display automatically when a dashboard is set to L or XL.
To add a context link in the dropdown menu that appears when you click in a dashboard widget, click Add a Context Link in the Context Links section.
For more information about editing and deleting context links, see Context Links.
In addition to the standard full screen options, you can apply quick functions, compare to previous time periods, adjust the Y scale, save changes, or save as a new graph.
For more information, see Explore your data in full-screen graph mode.
This widget can be used with the Dashboards API. See the following table for the widget JSON schema definition:
항목
유형
설명
custom_links
[object]
List of custom links.
is_hidden
boolean
The flag for toggling context menu link visibility.
label
string
The label for the custom link URL. Keep the label short and descriptive. Use metrics and tags as variables.
link
string
The URL of the custom link. URL must include http or https. A relative URL must start with /.
override_label
string
The label ID that refers to a context menu link. Can be logs, hosts, traces, profiles, processes, containers, or rum.
events
[object]
List of widget events.
q [required]
string
Query definition.
tags_execution
string
The execution method for multi-value filters.
legend_columns
[string]
Columns displayed in the legend.
legend_layout
enum
Layout of the legend.
Allowed enum values: auto,horizontal,vertical
legend_size
string
Available legend sizes for a widget. Should be one of "0", "2", "4", "8", "16", or "auto".
markers
[object]
List of markers.
display_type
string
Combination of:
x_axis_percentile.label
string
Label to display over the marker.
time
string
Timestamp for the widget.
value [required]
string
Value to apply. Can be a single value y = 15 or a range of values 0 < y < 10.
requests [required]
[object]
List of timeseries widget requests.
apm_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
audit_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
display_type
enum
Type of display to use for the request.
Allowed enum values: area,bars,line,overlay
event_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
formulas
[object]
List of formulas that operate on queries.
alias
string
Expression alias.
cell_display_mode
enum
Define a display mode for the table cell.
Allowed enum values: number,bar
conditional_formats
[object]
List of conditional formats.
comparator [required]
enum
Comparator to apply.
Allowed enum values: =,>,>=,<,<=
custom_bg_color
string
Color palette to apply to the background, same values available as palette.
custom_fg_color
string
Color palette to apply to the foreground, same values available as palette.
hide_value
boolean
True hides values.
image_url
string
Displays an image as the background.
metric
string
Metric from the request to correlate this conditional format with.
palette [required]
enum
Color palette to apply.
Allowed enum values: blue,custom_bg,custom_image,custom_text,gray_on_white,grey,green,orange,red,red_on_white,white_on_gray,white_on_green,green_on_white,white_on_red,white_on_yellow,yellow_on_white,black_on_light_yellow,black_on_light_green,black_on_light_red
timeframe
string
Defines the displayed timeframe.
value [required]
double
Value for the comparator.
formula [required]
string
String expression built from queries, formulas, and functions.
limit
object
Options for limiting results returned.
count
int64
Number of results to return.
order
enum
Direction of sort.
Allowed enum values: asc,desc
default: desc
style
object
Styling options for widget formulas.
palette
string
The color palette used to display the formula. A guide to the available color palettes can be found at https://docs.datadoghq.com/dashboards/guide/widget_colors
palette_index
int64
Index specifying which color to use within the palette.
log_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
metadata
[object]
Used to define expression aliases.
alias_name
string
Expression alias.
expression [required]
string
Expression name.
network_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
on_right_yaxis
boolean
Whether or not to display a second y-axis on the right.
process_query
object
The process query to use in the widget.
filter_by
[string]
List of processes.
limit
int64
Max number of items in the filter list.
metric [required]
string
Your chosen metric.
search_by
string
Your chosen search term.
profile_metrics_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
q
string
Widget query.
queries
[ <oneOf>]
List of queries that can be returned directly or used in formulas.
Option 1
object
A formula and functions metrics query.
aggregator
enum
The aggregation methods available for metrics queries.
Allowed enum values: avg,min,max,sum,last,area,l2norm,percentile
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for metrics queries.
Allowed enum values: metrics
name [required]
string
Name of the query for use in formulas.
query [required]
string
Metrics query definition.
Option 2
object
A formula and functions events query.
compute [required]
object
Compute options.
aggregation [required]
enum
Aggregation methods for event platform queries.
Allowed enum values: count,cardinality,median,pc75,pc90,pc95,pc98,pc99,sum,min,max,avg
interval
int64
A time interval in milliseconds.
metric
string
Measurable attribute to compute.
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for event platform-based queries.
Allowed enum values: logs,spans,network,rum,security_signals,profiles,audit,events,ci_tests,ci_pipelines,incident_analytics
group_by
[object]
Group by options.
facet [required]
string
Event facet.
limit
int64
Number of groups to return.
sort
object
Options for sorting group by results.
aggregation [required]
enum
Aggregation methods for event platform queries.
Allowed enum values: count,cardinality,median,pc75,pc90,pc95,pc98,pc99,sum,min,max,avg
metric
string
Metric used for sorting group by results.
order
enum
Direction of sort.
Allowed enum values: asc,desc
default: desc
indexes
[string]
An array of index names to query in the stream. Omit or use [] to query all indexes at once.
name [required]
string
Name of the query for use in formulas.
search
object
Search options.
query [required]
string
Events search string.
storage
string
Option for storage location. Feature in Private Beta.
Option 3
object
Process query using formulas and functions.
aggregator
enum
The aggregation methods available for metrics queries.
Allowed enum values: avg,min,max,sum,last,area,l2norm,percentile
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data sources that rely on the process backend.
Allowed enum values: process,container
is_normalized_cpu
boolean
Whether to normalize the CPU percentages.
limit
int64
Number of hits to return.
metric [required]
string
Process metric name.
name [required]
string
Name of query for use in formulas.
sort
enum
Direction of sort.
Allowed enum values: asc,desc
default: desc
tag_filters
[string]
An array of tags to filter by.
text_filter
string
Text to use as filter.
Option 4
object
A formula and functions APM dependency stats query.
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for APM dependency stats queries.
Allowed enum values: apm_dependency_stats
env [required]
string
APM environment.
is_upstream
boolean
Determines whether stats for upstream or downstream dependencies should be queried.
name [required]
string
Name of query to use in formulas.
operation_name [required]
string
Name of operation on service.
primary_tag_name
string
The name of the second primary tag used within APM; required when primary_tag_value is specified. See https://docs.datadoghq.com/tracing/guide/setting_primary_tags_to_scope/#add-a-second-primary-tag-in-datadog.
primary_tag_value
string
Filter APM data by the second primary tag. primary_tag_name must also be specified.
resource_name [required]
string
APM resource.
service [required]
string
APM service.
stat [required]
enum
APM statistic.
Allowed enum values: avg_duration,avg_root_duration,avg_spans_per_trace,error_rate,pct_exec_time,pct_of_traces,total_traces_count
Option 5
object
APM resource stats query using formulas and functions.
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for APM resource stats queries.
Allowed enum values: apm_resource_stats
env [required]
string
APM environment.
group_by
[string]
Array of fields to group results by.
name [required]
string
Name of this query to use in formulas.
operation_name
string
Name of operation on service.
primary_tag_name
string
Name of the second primary tag used within APM. Required when primary_tag_value is specified. See https://docs.datadoghq.com/tracing/guide/setting_primary_tags_to_scope/#add-a-second-primary-tag-in-datadog
primary_tag_value
string
Value of the second primary tag by which to filter APM data. primary_tag_name must also be specified.
resource_name
string
APM resource name.
service [required]
string
APM service name.
stat [required]
enum
APM resource stat name.
Allowed enum values: errors,error_rate,hits,latency_avg,latency_distribution,latency_max,latency_p50,latency_p75,latency_p90,latency_p95,latency_p99
Option 6
object
A formula and functions metrics query.
additional_query_filters
string
Additional filters applied to the SLO query.
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for SLO measures queries.
Allowed enum values: slo
group_mode
enum
Group mode to query measures.
Allowed enum values: overall,components
measure [required]
enum
SLO measures queries.
Allowed enum values: good_events,bad_events,good_minutes,bad_minutes,slo_status,error_budget_remaining,burn_rate,error_budget_burndown
name
string
Name of the query for use in formulas.
slo_id [required]
string
ID of an SLO to query measures.
slo_query_type
enum
Name of the query for use in formulas.
Allowed enum values: metric,time_slice
Option 7
object
A formula and functions Cloud Cost query.
aggregator
enum
Aggregator used for the request.
Allowed enum values: avg,last,max,min,sum,percentile
cross_org_uuids
[string]
The source organization UUID for cross organization queries. Feature in Private Beta.
data_source [required]
enum
Data source for Cloud Cost queries.
Allowed enum values: cloud_cost
name [required]
string
Name of the query for use in formulas.
query [required]
string
Query for Cloud Cost data.
response_format
enum
Timeseries, scalar, or event list response. Event list response formats are supported by Geomap widgets.
Allowed enum values: timeseries,scalar,event_list
rum_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
security_query
object
The log query.
compute
object
Define computation for a log query.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
group_by
[object]
List of tag prefixes to group by in the case of a cluster check.
facet [required]
string
Facet name.
limit
int64
Maximum number of items in the group.
sort
object
Define a sorting method.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
order [required]
enum
Widget sorting methods.
Allowed enum values: asc,desc
index
string
A coma separated-list of index names. Use "*" query all indexes at once. Multiple Indexes
multi_compute
[object]
This field is mutually exclusive with compute.
aggregation [required]
string
The aggregation method.
facet
string
Facet name.
interval
int64
Define a time interval in seconds.
search
object
The query being made on the logs.
query [required]
string
Search value to apply.
style
object
Define request widget style.
line_type
enum
Type of lines displayed.
Allowed enum values: dashed,dotted,solid
line_width
enum
Width of line displayed.
Allowed enum values: normal,thick,thin
palette
string
Color palette to apply to the widget.
right_yaxis
object
Axis controls for the widget.
include_zero
boolean
Set to true to include zero.
label
string
The label of the axis to display on the graph. Only usable on Scatterplot Widgets.
max
string
Specifies maximum numeric value to show on the axis. Defaults to auto.
default: auto
min
string
Specifies minimum numeric value to show on the axis. Defaults to auto.
default: auto
scale
string
Specifies the scale type. Possible values are linear, log, sqrt, and pow## (for example pow2 or pow0.5).
default: linear
show_legend
boolean
(screenboard only) Show the legend for this widget.
time
<oneOf>
Time setting for the widget.
Option 1
object
Wrapper for live span
live_span
enum
The available timeframes depend on the widget you are using.
Allowed enum values: 1m,5m,10m,15m,30m,1h,4h,1d,2d,1w,1mo,3mo,6mo,week_to_date,month_to_date,1y,alert
Option 2
object
Used for arbitrary live span times, such as 17 minutes or 6 hours.
type [required]
enum
Type "live" denotes a live span in the new format.
Allowed enum values: live
unit [required]
enum
Unit of the time span.
Allowed enum values: minute,hour,day,week,month,year
value [required]
int64
Value of the time span.
Option 3
object
Used for fixed span times, such as 'March 1 to March 7'.
from [required]
int64
Start time in seconds since epoch.
to [required]
int64
End time in seconds since epoch.
type [required]
enum
Type "fixed" denotes a fixed span.
Allowed enum values: fixed
title
string
Title of your widget.
title_align
enum
How to align the text on the widget.
Allowed enum values: center,left,right
title_size
string
Size of the title.
type [required]
enum
Type of the timeseries widget.
Allowed enum values: timeseries
default: timeseries
yaxis
object
Axis controls for the widget.
include_zero
boolean
Set to true to include zero.
label
string
The label of the axis to display on the graph. Only usable on Scatterplot Widgets.
max
string
Specifies maximum numeric value to show on the axis. Defaults to auto.
default: auto
min
string
Specifies minimum numeric value to show on the axis. Defaults to auto.
default: auto
scale
string
Specifies the scale type. Possible values are linear, log, sqrt, and pow## (for example pow2 or pow0.5).
default: linear
{
"custom_links": [
{
"is_hidden": false,
"label": "Search logs for {{host}}",
"link": "https://app.datadoghq.com/logs?query={{host}}",
"override_label": "logs"
}
],
"events": [
{
"q": "",
"tags_execution": "string"
}
],
"legend_columns": [],
"legend_layout": "string",
"legend_size": "string",
"markers": [
{
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| |
