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如何基于InfluxDB在Grafana中创建SingleStat单统计面板

How to Create a SingleStat Panel in Grafana with Your InfluxDB Data

Hey there, let's break down exactly how to build that SingleStat panel using your InfluxDB log data. I'll walk you through each step clearly:

1. Confirm Your InfluxDB Data Source is Connected

First, make sure Grafana is already linked to your InfluxDB instance. If you haven't set this up yet:

  • Go to Configuration > Data Sources in Grafana
  • Click Add data source and select InfluxDB
  • Fill in your InfluxDB connection details (URL, database name, credentials if required)
  • Test the connection to verify it works properly

2. Create a New SingleStat Panel

  • Navigate to your existing dashboard (or create a new one from scratch)
  • Click Add panel > Add new panel
  • From the panel type dropdown menu, select SingleStat

3. Configure the InfluxDB Query

Your sample filter is select * from log where time < now() - 2h and value1<100, but for a SingleStat panel we need to aggregate this data into a single meaningful value. Here are a few practical query options based on what you want to display:

Option 1: Count of matching records

If you want to show how many entries meet the value1 < 100 criteria from the last 2 hours:

SELECT count(*) FROM "log" WHERE time > now() - 2h AND "value1" < 100

Option 2: Average value of value1 for matching records

If you want the average value1 of those qualifying entries:

SELECT mean("value1") FROM "log" WHERE time > now() - 2h AND "value1" < 100

Option 3: Filter by a specific tag (e.g., name = 'h1')

To narrow results to a specific tag value, add it to the WHERE clause:

SELECT max("value2") FROM "log" WHERE time > now() - 2h AND "value1" < 100 AND "name" = 'h1'

To set this up in Grafana:

  • In the panel's Query tab, select your configured InfluxDB data source
  • Paste your chosen SQL query into the query editor
  • The query already uses now() - 2h, but you can also adjust the dashboard's global time range if needed

4. Customize the SingleStat Display

Now let's tweak how the panel looks and behaves:

  • Go to the Options tab
    • Stat: Choose what value to display (e.g., Current for the latest aggregated number, Mean for the average over the time range)
    • Value & Thresholds: Set thresholds to change the panel's color based on the value. For example: green if average value1 <70, yellow 70-90, red >90
    • Prefix/Suffix: Add context to the number, like Count: or Avg. Value1: before it, or % if working with percentages
    • Color Mode: Pick between Value (color the number itself) or Background (color the entire panel background)
  • Head to the Visualization tab if you want to adjust font sizes, alignment, or add small icons for extra clarity

5. Save Your Panel

Once you're satisfied with the setup, click Apply to save the panel to your dashboard.


内容的提问来源于stack exchange,提问作者shijie xu

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