Build queries (Graph your data)

The Graph your data section defines which metrics are displayed and how they are processed before visualization. These steps apply to most panel types in Kloudfuse.

  1. Click Add Query to create a new query. Repeat to add multiple queries.

  2. Click Select a metric to choose the metric name you want to query.

  3. Use From to select the metric source or namespace.

  4. Click Add Label to filter results by label values (for example: pod=web, env=prod).

  5. Select an Aggregation (for example: min, max, sum, avg) to reduce raw samples to one value per time interval.

  6. Use the Select dropdown (if available) to set the aggregation interval (for example: 1m, 5m).

  7. Click Add Functions to apply transformations to your data.

    Common examples: * rate() — Convert counters to rates. * derivative() — Show the rate of change. * moving_avg() — Smooth short-term fluctuations. * scale() — Multiply values by a constant.

Query order determines formula identifiers: the first query = a, second = b, etc. Assign aliases to queries for more readable formulas.

Add formulas

Use formulas to create new series from existing queries.

  1. Click Add Formula in Graph your data.

  2. Reference queries by their letter (a, b, …) or alias.

  3. Enter your expression and click Apply.

Example — double a series:

2*a

Example — percentage change between two queries:

((a - b) / b) * 100

  • Use parentheses to control precedence: 2*(a + b) vs. 2*a + b.

  • If queries return different intervals, the formula engine aligns or interpolates values.

  • Add a Label so the formula appears meaningfully in the legend.