chartengine
chartengine compiles chart templates and builds deterministic chart plans (create, update, remove) from metrix.Reader snapshots.
Audience: ModuleV2 collector authors and framework contributors.
See also: charttpl (template DSL), metrix (metrics storage and read API).
Purpose
| Stage | Responsibility |
|---|---|
charttpl |
Template decode/defaults/validation |
chartengine.Compile |
Build immutable program IR |
Engine.PreparePlan |
Prepare plan actions plus explicit commit/abort boundary |
chartemit.ApplyPlan |
Emit plan to Netdata wire protocol |
Collector-Facing Contract
For ModuleV2 collectors, the runtime integration expects:
| Requirement | Why it matters |
|---|---|
MetricStore() returns metrix.CollectorStore (cycle-managed) |
Job runtime controls cycle boundaries and success/failure semantics |
ChartTemplateYAML() returns valid charttpl YAML |
Loaded once at autodetection/post-check |
Collector writes metrics during Collect() only |
Planner runs after a successful cycle commit |
| Metric names used in template selectors are present in group metric scope | Compile/validate consistency |
Public API Surface
| API | Purpose |
|---|---|
New(opts...) |
Create engine with policy/runtime options |
Load(spec, revision) / LoadYAML(data, revision) |
Compile and publish program revision |
PreparePlan(reader) |
Build deterministic action plan from reader snapshot and return an explicit attempt |
RuntimeStore() |
Access chartengine internal runtime metrics store |
WithEnginePolicy(...) |
Configure selector + autogen behavior |
WithRuntimeStore(...) |
Override/disable self-metrics store |
WithSeriesSelectionAllVisible() |
Process all visible series instead of filtering to latest successful collect cycle. Intended for runtime/internal stores that commit immediately (no cycle boundaries). |
WithEmitTypeIDBudgetPrefix(...) |
Set the effective type-id prefix used by autogen budget checks |
WithRuntimePlannerMode(...) |
Enable runtime planner mode with no-write-tick semantics, for jobs/tests that drive planning directly from runtime metrics instead of collect-cycle boundaries. |
End-to-End Example (Single Flow)
// 1) Collector writes metrics.
store := metrix.NewCollectorStore()
meter := store.Write().SnapshotMeter("app")
meter.Counter("requests_total").ObserveTotal(100)
// 2) Engine loads chart template.
engine, err := chartengine.New(
chartengine.WithEnginePolicy(chartengine.EnginePolicy{
Autogen: &chartengine.AutogenPolicy{Enabled: false},
}),
)
// handle err
err = engine.LoadYAML([]byte(`
version: v1
groups:
- family: App
metrics: [app.requests_total]
charts:
- id: requests
title: Requests
context: requests
units: requests/s
dimensions:
- selector: app.requests_total
name: requests
`), 1)
// handle err
// 3) Prepare plan from flattened+raw reader, emit it, then commit.
// ReadFlatten() is included even for templates with static dimensions
// because it is required for inferred dimensions, structured-family autogen,
// and is the standard pattern.
attempt, err := engine.PreparePlan(store.Read(metrix.ReadRaw(), metrix.ReadFlatten()))
// handle err
plan := attempt.Plan()
defer attempt.Abort()
err = chartemit.ApplyPlan(api, plan, chartemit.EmitEnv{
TypeID: "plugin.job",
UpdateEvery: 1,
Plugin: "example",
Module: "example",
JobName: "example",
})
// handle err
err = attempt.Commit()
// handle err
PreparePlan Lifecycle
PreparePlan executes a deterministic phase pipeline.
Terms like "materialized state" and "route cache" are defined in the Engine State section below.
| Phase | Summary |
|---|---|
| Prepare | Resolve program/index/cache/materialized state |
| Validate reader | Ensure flattened metadata is available when inferred dimensions are used |
| Scan | Iterate series, filter by success sequence and selector, route to chart/dimension accumulators |
| Cache retain | Prune route cache entries not seen in the latest successful sequence |
| Lifecycle caps | Enforce chart/dimension cap policy |
| Materialize | Emit create/update actions from accumulated state |
| Expiry | Emit removals for stale charts/dimensions |
| Sort | Deterministically sort inferred dimension output |
Reader Requirements
| Scenario | Required reader mode |
|---|---|
| Static named dimensions only | Read(...) is sufficient (no flatten needed) |
Inferred dimensions (name and name_from_label omitted) |
Must use flattened reader metadata (ReadFlatten) |
Structured autogen families (Histogram, Summary, StateSet, MeasureSet) |
Must use flattened reader metadata (ReadFlatten) or they are not visible |
Runtime/default ModuleV2 path |
Read(ReadRaw(), ReadFlatten()) |
If inferred dimensions are present without flattened reader metadata, PreparePlan returns an explicit error.
Action Semantics
| Action | Meaning |
|---|---|
CreateChartAction |
Materialize chart instance (with chart metadata and labels) |
CreateDimensionAction |
Materialize dimension for a chart |
UpdateChartAction |
Emit chart values for current cycle; unseen dims, and dims whose value is non-finite (NaN/Inf), become IsEmpty=true (gap, never 0) |
RemoveDimensionAction |
Obsolete one dimension |
RemoveChartAction |
Obsolete one chart |
chartemit normalizes emitted action order by phase:
- create chart/dimensions
- update values
- remove dimensions/charts
Routing and Collision Rules
Each metric series is routed to a chart and dimension based on template selectors. The following rules apply when routing conflicts arise:
| Rule | Behavior |
|---|---|
| Template vs autogen chart ID collision | Template wins; autogen chart is replaced |
| Cross-template chart ID collision | Existing owner keeps ownership; subsequent series are silently ignored (see warning below) |
| Duplicate dimension observations within build | First observed dimension metadata wins; values are reduced (summed) |
[!WARNING] Cross-template chart ID collisions cause silent data loss — conflicting series are dropped with no error and no log entry. If metrics are missing, check for duplicate rendered chart IDs across template groups.
Lifecycle Defaults and Policy
Default lifecycle policy when template omits lifecycle:
| Policy | Default |
|---|---|
max_instances |
0 (disabled) |
expire_after_cycles |
5 |
dimensions.max_dims |
0 (disabled) |
dimensions.expire_after_cycles |
0 |
Autogen Notes
| Topic | Behavior |
|---|---|
| Trigger | Unmatched series only when autogen is enabled |
| Context namespace | Autogen context = top-level context_namespace + the full metric name (which includes any SnapshotMeter prefix); empty namespace leaves the bare name. A non-empty meter prefix stacks after context_namespace, so pair context_namespace with SnapshotMeter("") to avoid a doubled prefix |
| Structured families | Autogen has dedicated source builders for flattened Histogram, Summary, StateSet, and MeasureSet families |
| Metric metadata usage | Uses metrix.MetricMeta hints for title/family/unit where allowed |
| Type ID budget | Enforced via AutogenPolicy.MaxTypeIDLen + effective emit type-id prefix (WithEmitTypeIDBudgetPrefix(...)) |
| Lifecycle | Autogen applies ExpireAfterSuccessCycles to both chart and dimension expiry (unlike template lifecycle where they default independently) |
MeasureSet autogen specifics:
- chartengine treats
MeasureSetas a structured family, similar toStateSet, not as grouped scalar coincidence - flattened
MeasureSetinputs are expected to carry:SourceKind = MetricKindMeasureSetFlattenRole = FlattenRoleMeasureSetField- per-field metric names like
<name>_<field> - a synthetic reserved field label (
measure_field=<field>)
- the synthetic
measure_fieldlabel is the authoritative field-identity channel; the per-field metric-name suffix remains forMetricMeta(name)compatibility - gauge-like
MeasureSetfields autogen with absolute algorithm behavior; counter-likeMeasureSetfields autogen with incremental algorithm behavior
Reserved Flattened Label Keys
These label keys are treated specially by chartengine when consuming flattened structured-family or distribution inputs:
| Key / Pattern | Meaning |
|---|---|
le |
Histogram bucket bound label |
quantile |
Summary quantile label |
measure_field |
MeasureSet field identity label |
<metric-name> |
StateSet special case: the flattened state name is carried under a synthetic label whose key is the base metric name |
Notes:
le,quantile, andmeasure_fieldare static reserved flattened-label keys in chartengine.StateSetis different: it does not use a global static key; it uses the base metric name itself as the synthetic flattened label key.- These keys are part of the flatten contract between
metrixand chartengine. Reusing them as ordinary user labels on those flattened inputs is not supported.
Runtime Metrics
chartengine self-instruments to a runtime store by default (disable with WithRuntimeStore(nil)).
| Family | Examples |
|---|---|
ChartEngine/Build |
build success/error/skipped counters, build duration summaries |
ChartEngine/Actions |
action counters by kind |
ChartEngine/Series |
scanned/matched/filtered series counters |
ChartEngine/Route Cache |
hit/miss/entries/prune counters |
ChartEngine/Lifecycle |
removal counters by scope/reason |
ChartEngine/Plan |
gauges for chart instances/inferred dimensions |
Engine State
| Area | Design |
|---|---|
| Program | Immutable compiled IR per revision |
| Engine state | Serialized under Engine.mu for load/build transitions |
| Route cache | Series identity + revision keyed cache; retained by successful sequence, pruned on each build |
| Materialized state | Tracks existing chart/dimension instances for incremental create/update/remove decisions; persists across cycles, resets on template reload |
| Determinism | Sorted chart IDs and inferred dimensions provide stable action ordering |