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Measure startup configuration loading

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Eric Rakestraw
2026-10-09 00:14:19 +00:00
parent f1722274c0
commit 91ae4fa7ef
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# Startup construction baseline and first optimization proposal
Status: Stages 1–3 complete; optimization has not started.
Measured on 2026-10-09 under the [startup roadmap](startup.md). The
[consumer request](promptkit-performance-request.md) owns the submitted workload
and measurements. This document records the reproduced baselines, maintained
benchmark, profiles, and proposed first change. It introduces no performance
contract or release gate.
## Environment and revisions
- PromptKit checkout: `eb830bb61346672f0f6c5bce6119b76ccc6d61ac` for both
downstream runs. The adapter and benchmark are unchanged from its earlier
review revision, `de6443f3aef4a66169e323e9f9a5f41594fbface`.
- Submitted ConfigKit dependency: v0.5.0, source commit
`dc09959cca4e105f49ec316c6d4ba585bd2340bd`.
- Current ConfigKit baseline: `f1722274c02c08ff28556dd66f29e0da07a9f2c3`.
The benchmark added with this report changes no production implementation.
- Go: `/snap/bin/go`, `go1.26.8`, `linux/amd64`.
- CPU: Intel Core i5-7260U at 2.20 GHz; two physical cores, four logical CPUs.
- `GOMAXPROCS=4`, `GOTOOLCHAIN=local`, `GOWORK=off`, `GOPROXY=off`, and
readonly module mode. `GOGC` and `GOMEMLIMIT` were unset (runtime defaults).
- Dependencies were already cached. No consumer repository's committed
dependencies were changed, and no adoption was published. Separate temporary
clones excluded consumer worktree edits; the current-code comparison used a
temporary module replacement.
- Logs, test binaries, and profiles are outside both repositories under
`/tmp/configkit-startup.L9vnUo`. These are disposable evidence, not repository
dependencies; the commands below regenerate them.
The processor and toolchain match the submitted environment. The machine was
shared, with no exclusive CPU allocation or frequency control. An initial cold
downstream pass overlapped discovery work and ranged from 90.95 to 256.19 ms;
it was excluded from the warmed comparison below. Subsequent local runs also
showed substantial timing variation. All final-run observations, including
outliers, are recorded below. Allocation counts were much steadier than elapsed
time. These measurements do not establish statistical timing significance.
## Stage 1: Downstream reproduction
PromptKit's `BenchmarkConfigurationConstruction/independent` prepares 128
profiles and 128 prompt versions outside timing, including the captured
`configkit.Mapping` source. Each profile supplies an endpoint and model. Each
prompt has version key `1`, one user message, a profile reference, and text output
with validation disabled. There are 256 definitions, one tier, and no files,
imports, inheritance, credentials, or inference calls.
Each timed iteration invokes the real adapter's `load` function. Within
`LoadLayered`, it captures optional-field presence with `Resolution.InputInfo`,
normalizes profile values, performs domain validation, and supplies a path-based
secret classifier. The supplied endpoints are already canonical, so this
fixture records no normalization changes. After ConfigKit returns, the adapter
materializes prompts, compiles templates, computes content hashes, and builds
execution profiles. Those operations are included in the downstream timing.
The comparison used an isolated PromptKit checkout at the revision above. First
it retained the declared v0.5.0 dependency. Then its temporary `go.mod` received
a replacement pointing at an isolated ConfigKit checkout at the current
baseline. Both used:
```sh
GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOMAXPROCS=4 \
go test -mod=readonly -run '^$' \
-bench '^BenchmarkConfigurationConstruction/independent$' \
-benchmem -benchtime=500ms -count=5 ./internal/configuration
```
To reproduce the temporary wiring, clone with `--no-hardlinks --local`, check
out the recorded revisions, and run this only in the disposable PromptKit copy:
```sh
go mod edit -replace=gitea.maximumdirect.net/eric/ConfigKit=/absolute/path/to/configkit-copy
```
| ConfigKit | Run | ms/construction | B/construction | allocations/construction |
| --- | ---: | ---: | ---: | ---: |
| v0.5.0 | 1 | 74.339 | 50,155,869 | 538,590 |
| v0.5.0 | 2 | 69.340 | 50,159,666 | 538,541 |
| v0.5.0 | 3 | 71.453 | 50,131,114 | 538,542 |
| v0.5.0 | 4 | 70.164 | 50,113,244 | 538,541 |
| v0.5.0 | 5 | 72.495 | 50,165,238 | 538,540 |
| current | 1 | 73.567 | 50,147,688 | 538,593 |
| current | 2 | 70.959 | 50,152,860 | 538,540 |
| current | 3 | 67.509 | 50,167,353 | 538,541 |
| current | 4 | 71.491 | 50,181,043 | 538,543 |
| current | 5 | 68.786 | 50,131,684 | 538,541 |
The per-metric medians are 71.453 ms / 50,155,869 B / 538,541 allocations for
v0.5.0 and 70.959 ms / 50,152,860 B / 538,541 allocations for current code.
The submitted timing median was approximately 67.740 ms; its approximately
50.16 MB and 538,542 allocations are reproduced. The modest warmed timing
difference and the cold-run outlier are consistent with machine/runtime
variation; they do not establish a code regression. The production loading
code is identical between these ConfigKit revisions: their Go-file differences
are release/development tests. No startup improvement is claimed.
## Stage 2: Maintained public-API benchmark
[startup_bench_test.go](../../startup_bench_test.go) adds
`BenchmarkStartupConstruction` in the external `configkit_test` package. It
measures `LoadLayered` through the supported root facade at 32, 128, and 512
profile/prompt pairs (64, 256, and 1,024 definitions).
The input has two root collections. Profiles contain endpoint and model scalars;
prompts contain a numeric mapping key `1`, a profile reference, a message
sequence with role/content, and an output mapping with format/validation mode.
The source tree has `13 * pairs + 3` nodes (419, 1,667, and 6,659 respectively),
before typed projection adds omitted-field metadata. Typed profiles have twelve
optional fields; typed prompts retain optional metadata, inputs, messages, and
output fields. This records configuration shape as well as definition count.
Fixture generation, `Mapping` capture, and one successful lifecycle/metadata
check are outside timing. Timed work includes typed decoding, each callback,
resolution auditing, validation, final publication, and retention of the latest
result. The resolver captures all twelve profile field states and parses their
canonical endpoints. Validation visits sorted profile IDs. A simple path-based
secret predicate is installed, although the fixture contains no credentials.
The preflight checks callback execution, collection sizes, explicit versus
omitted profile fields, and metadata for the message reached through mapping
key `1` and sequence index 0.
This is representative rather than an exact copy of the consumer adapter: it
omits the unused backend collection and message cache-control type, simplifies
domain validation/classification, and does not compile templates, compute
hashes, or build runtime registries. Its lower allocation total must not be
treated as an exact subtraction of PromptKit overhead. It adds no imports of
PromptKit and runs offline without credentials. Its measurements are not
pass/fail thresholds.
Run from ConfigKit:
```sh
GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOMAXPROCS=4 \
go test -mod=readonly -run '^$' -bench '^BenchmarkStartupConstruction$' \
-benchmem -benchtime=500ms -count=5
```
| Pairs | Run | ms/construction | B/construction | allocations/construction |
| ---: | ---: | ---: | ---: | ---: |
| 32 | 1 | 18.327 | 11,999,640 | 129,136 |
| 32 | 2 | 18.418 | 11,999,423 | 129,136 |
| 32 | 3 | 50.366 | 11,999,534 | 129,137 |
| 32 | 4 | 55.028 | 11,999,548 | 129,137 |
| 32 | 5 | 25.824 | 11,999,468 | 129,136 |
| 128 | 1 | 67.610 | 47,408,046 | 513,722 |
| 128 | 2 | 65.090 | 47,451,718 | 513,724 |
| 128 | 3 | 65.682 | 47,584,876 | 513,727 |
| 128 | 4 | 62.574 | 47,324,919 | 513,722 |
| 128 | 5 | 123.565 | 47,273,050 | 513,721 |
| 512 | 1 | 276.663 | 188,313,648 | 2,051,961 |
| 512 | 2 | 284.979 | 189,649,296 | 2,052,000 |
| 512 | 3 | 497.075 | 189,234,128 | 2,051,985 |
| 512 | 4 | 257.534 | 189,084,032 | 2,051,981 |
| 512 | 5 | 265.167 | 188,679,712 | 2,051,973 |
Per-metric medians:
| Pairs | ms | B | Allocations |
| ---: | ---: | ---: | ---: |
| 32 | 25.824 | 11,999,534 | 129,136 |
| 128 | 65.682 | 47,408,046 | 513,722 |
| 512 | 276.663 | 189,084,032 | 2,051,981 |
Increasing the catalog fourfold multiplies allocation counts by approximately
3.98 and 3.99, and allocated bytes by approximately 3.95 and 3.99. At these
fixed-depth shapes, allocations scale approximately with catalog size; the
measurements do not demonstrate a superlinear defect or establish a general
complexity guarantee. Timing is too variable for a precise scaling claim.
The original exploratory fixture lacked the classifier and had lower allocation
counts; only the final fixture's results above are the maintained baseline.
### Complementary existing benchmarks
The following existing benchmarks were run sequentially, with
`GOMAXPROCS=4`, local/offline toolchain settings, readonly modules,
`-benchtime=200ms`, and `-count=3`:
```sh
GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOMAXPROCS=4 \
go test ./internal/engine -mod=readonly -run '^$' \
-bench '^(BenchmarkComposeWideMappings|BenchmarkUnderlayBroadCatalog|BenchmarkUnderlayRenderedHistory|BenchmarkInheritanceInspectedLoad)$' \
-benchmem -benchtime=200ms -count=3
```
These per-metric medians provide comparison points for later changes. They have
different timing boundaries and must not be compared as equivalent loads.
| Benchmark / size | ms | B | Allocations |
| --- | ---: | ---: | ---: |
| ComposeWideMappings / 128 | 1.815 | 848,512 | 9,658 |
| ComposeWideMappings / 256 | 3.531 | 1,703,590 | 19,652 |
| ComposeWideMappings / 512 | 9.532 | 3,626,298 | 39,643 |
| UnderlayBroadCatalog / 128 | 3.299 | 1,265,032 | 15,904 |
| UnderlayBroadCatalog / 256 | 3.436 | 2,581,000 | 33,473 |
| UnderlayBroadCatalog / 512 | 8.472 | 5,268,937 | 68,581 |
| InheritanceInspectedLoad / 16 | 2.571 | 876,236 | 11,050 |
| InheritanceInspectedLoad / 32 | 4.066 | 1,545,216 | 19,943 |
| InheritanceInspectedLoad / 64 | 8.358 | 2,906,067 | 37,779 |
| UnderlayRenderedHistory / 32 | 0.336 | 504,546 | 3,294 |
| UnderlayRenderedHistory / 64 | 0.661 | 1,006,053 | 6,529 |
| UnderlayRenderedHistory / 128 | 1.709 | 2,031,853 | 12,997 |
Composition measures document combination; broad underlays measure an engine
load; inspected inheritance includes parsing, loading, and an explanation query;
rendered history measures explanation rendering after an untimed load. The
existing inspection benchmark supplies coverage without adding another suite.
## Stage 3: Profiles and implementation trace
CPU and sampled allocation profiles were collected in separate two-second runs
at 128 pairs. The current-code downstream run measured 71.877 ms, 50,125,624 B,
and 538,552 allocations. The final local fixture's profiled run measured
66.153 ms, 47,342,971 B, and 513,721 allocations. Profiled timings are not used
in the ordinary timing comparison.
To regenerate local profiles outside the checkout:
```sh
profile_dir=$(mktemp -d)
GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOMAXPROCS=4 \
go test -mod=readonly -run '^$' -bench '^BenchmarkStartupConstruction/128$' \
-benchtime=2s -cpuprofile="$profile_dir/startup.cpu" \
-memprofile="$profile_dir/startup.mem" -o "$profile_dir/startup.test"
go tool pprof -top -nodecount=12 -alloc_space "$profile_dir/startup.test" "$profile_dir/startup.mem"
go tool pprof -top -nodecount=12 "$profile_dir/startup.test" "$profile_dir/startup.cpu"
go tool pprof -list='engine.Path.String' -alloc_space "$profile_dir/startup.test" "$profile_dir/startup.mem"
```
For downstream profiles, use the stage 1 benchmark selector and package, the
same two-second settings, and separate output filenames in a temporary directory.
| Allocation site (flat sampled bytes) | Local | Downstream |
| --- | ---: | ---: |
| `clonePathSegments` | 31.00% | 30.18% |
| `strings.Builder.WriteString` | 10.61% | 11.02% |
| `collectOrigins` | 5.04% | 4.86% |
| `collectFieldInfo` | 4.16% | 5.17% |
| `ParsePath` | 4.11% | 4.37% |
| `effectivePathIndex.func1` | 3.69% | 3.13% |
| `strings.Builder.WriteByte` | 3.30% | 3.48% |
`Path.String` accounts cumulatively for 13.90% of sampled allocated bytes and
23.03% of CPU samples locally, versus 14.51% and 21.80% downstream. The local
line profile attributes 48.50 MB to writing separators and 156.01 MB to writing
tokens across the profiled run, exposing repeated builder growth. These are
sampled totals across many operations, not bytes per construction. Flat and
cumulative shares overlap and must not be added together. GC/scanning,
allocation, and map operations also occupy substantial CPU samples.
The source trace identifies these responsibilities:
- [Path construction](../../internal/engine/path.go): `Key` and `Index` copy
segments to preserve immutable parents and contextual mapping/sequence intent.
`Keys` builds through repeated `Key` calls. `Path.String` starts an ungrown
builder and formats every segment on every invocation.
- [Metadata collection](../../internal/engine/load_metadata.go):
`collectFieldInfo` formats each visited path and detaches origin records.
Decode's `collectOrigins` likewise traverses and formats paths.
- [Path indexes](../../internal/engine/metadata.go): `effectivePathIndex`
walks and retains contextual paths; `finalizeMetadataPaths` repeats walks for
effective and historical trees. These indexes serve different query roles.
- [Sensitivity classification](../../internal/engine/secret.go):
`classifySecretPaths` indexes several trees and repeatedly parses textual
pointers through `addSecretPath`. It also evaluates the caller's classifier.
- [Publication](../../internal/engine/load_result.go): final typed detachment,
metadata finalization, and sensitivity classification happen before return.
Detachment protects against equal borrowed objects supplied by callbacks.
- [Root conversion](../../lifecycle.go): callback adapters delegate to live
engine contexts; result publication wraps the detached configuration and
inspection. Paths delegate to engine paths. The dominant sampled work is
inside the engine, not a second root-owned tree conversion.
The profiles support reducing redundant allocation and formatting. They do not
justify dropping ownership copies, historical trees, indexes, or sensitivity
processing. The consumer callback work is part of the measured lifecycle;
post-return materialization remains downstream work.
### Proposed first optimization
Try pre-sizing the local `strings.Builder` in engine `Path.String` using the
encoded pointer length before writing tokens. Keep the existing segment kinds,
canonical escaping, index formatting, root behavior, and independent returned
strings. A straightforward length calculation plus `Grow` should reduce buffer
growth without changing the `Path` representation or introducing shared state.
Avoid a cache or buffer pool for this first experiment. This is a hypothesis,
not an implemented improvement or a promise of one allocation per path.
Although segment cloning is the largest allocation site, changing it requires
more ownership analysis across branches and captured records. Buffer sizing is
a smaller first change supported by both profiles, with a clear measurement
signal: fewer allocated bytes/allocations at all catalog sizes and less sampled
builder-growth work. CPU benefit must be measured because length calculation
also adds work. Escaped tokens and larger indexes require particular care;
preserve ordinary handling of invalid paths rather than adding validation here.
Use existing `TestPathRoundTripsSemanticKeys`,
`TestPathPreservesSegmentIntentAndImmutability`, and
`TestParsePathRejectsMalformedPointers`, plus schema/metadata tests for numeric
keys versus sequence indexes. Verify root-facade integration, history,
explanation, and secret tests through the ordinary development suite. Add a
focused case only for a consequential boundary not covered already. Keep
inspection/rendering measurements alongside construction measurements; run
race validation if a later change affects ownership or concurrency. No runtime
ownership or concurrency behavior changes are proposed for buffer sizing.
Then compare repeated matching before/after runs at all three sizes and the
downstream fixture; reprofile to confirm the attributed reduction. Keep the
change only if repeatable benefit justifies its complexity. If it does not,
return to profiling and assess pointer reparsing or repeated traversal rather
than assuming the next optimization in advance.
## Validation and checkpoint
The maintained fixture's preflight and measured runs succeeded at every size.
`./scripts/check.sh` passed formatting and whitespace checks, the offline suite
(including local documentation links and facade boundaries), full vet, and
package builds. Stages 4–6 remain unstarted. No loading semantics, public API,
dependency, release gate, or consumer adoption decision changes in this work.
The checkpoint has sufficient evidence for one focused optimization experiment;
wider representation changes would need their own measured justification.

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docs/roadmap/startup.md
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@@ -1,6 +1,7 @@
# Startup Loading Performance Roadmap
Status: Approach accepted; execution has not started.
Status: Stages 1–3 complete; optimization has not started. Findings and
reproduction commands are in [startup-benchmark.md](startup-benchmark.md).
Audience: ConfigKit maintainers implementing and reviewing this work.
@@ -39,7 +40,9 @@ throughout execution.
### 1. Establish the downstream and current-code baselines
Status: Not started.
Status: Complete. The recorded PromptKit revision was measured with v0.5.0 and
current ConfigKit; allocation costs were reproduced. See the
[downstream results](startup-benchmark.md#stage-1-downstream-reproduction).
1. Inspect PromptKit's recorded benchmark and configuration adapter at the
revision identified in its request. Identify which work is timed, including
@@ -63,7 +66,9 @@ evidence. Do not attribute all adapter costs to ConfigKit.
### 2. Add a representative ConfigKit construction benchmark
Status: Not started.
Status: Complete. A maintained root-API benchmark measures 32, 128, and 512
profile/prompt pairs, with complementary existing benchmarks. See the
[local results](startup-benchmark.md#stage-2-maintained-public-api-benchmark).
1. Add a maintained benchmark through the root public API, using a synthetic
configuration shape representative of PromptKit's profiles and versioned
@@ -89,7 +94,9 @@ measurements, not machine-specific pass/fail assertions.
### 3. Profile and choose the first optimization
Status: Not started.
Status: Complete. CPU/allocation profiles and the source trace identify
`Path.String` buffer sizing as the first experiment. See the
[profile evidence and proposal](startup-benchmark.md#stage-3-profiles-and-implementation-trace).
1. Collect CPU and allocation profiles for the representative local fixture.
Compare them with the downstream profile where available, distinguishing

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package configkit_test
import (
"fmt"
"net/url"
"slices"
"strings"
"testing"
configkit "gitea.maximumdirect.net/eric/ConfigKit"
)
// These synthetic types retain the optional-field shape of a catalog consumer
// without importing its adapter, template compiler, or runtime registries.
type startupCatalog struct {
Profiles map[string]startupProfile `yaml:"profiles"`
Prompts map[string]map[string]startupPrompt `yaml:"prompts"`
}
type startupProfile struct {
Backend *string `yaml:"backend"`
Endpoint *string `yaml:"endpoint"`
Model *string `yaml:"model"`
Temperature *float64 `yaml:"temperature"`
TopP *float64 `yaml:"top_p"`
MaxTokens *int `yaml:"max_tokens"`
TimeoutSeconds *int `yaml:"timeout_seconds"`
ServiceTier *string `yaml:"service_tier"`
ReasoningEffort *string `yaml:"reasoning_effort"`
APIKeyEnv *string `yaml:"api_key_env"`
APIKeyRequired *bool `yaml:"api_key_required"`
ExtraParams map[string]any `yaml:"extra_params"`
}
type startupPrompt struct {
DefaultProfile *string `yaml:"default_profile"`
Description *string `yaml:"description"`
SessionID *string `yaml:"session_id"`
Inputs []startupInput `yaml:"inputs"`
Messages []startupMessage `yaml:"messages"`
Output *startupOutput `yaml:"output"`
}
type startupInput struct {
Name string `yaml:"name"`
Required bool `yaml:"required"`
ContentType *string `yaml:"content_type"`
Description *string `yaml:"description"`
}
type startupMessage struct {
Role *string `yaml:"role"`
Content *string `yaml:"content"`
ContentFile *string `yaml:"content_file"`
}
type startupOutput struct {
Format *string `yaml:"format"`
ValidationMode *string `yaml:"validation_mode"`
SchemaPath *string `yaml:"schema_path"`
RepairAttempts int `yaml:"repair_attempts"`
}
type startupPresence struct{ explicit, null bool }
var startupResult *configkit.Result[startupCatalog]
func BenchmarkStartupConstruction(b *testing.B) {
for _, count := range []int{32, 128, 512} {
b.Run(fmt.Sprint(count), func(b *testing.B) {
profiles, prompts := make(map[string]any, count), make(map[string]any, count)
for index := range count {
profileID := fmt.Sprintf("profile-%03d", index)
promptID := fmt.Sprintf("prompt-%03d", index)
profiles[profileID] = map[string]any{"endpoint": "https://example.test/v1", "model": profileID}
prompts[promptID] = map[string]any{"1": map[string]any{
"default_profile": profileID,
"messages": []any{map[string]any{"role": "user", "content": "Hello {{.name}}"}},
"output": map[string]any{"format": "text", "validation_mode": "none"},
}}
}
// Mapping captures the source once outside timing, matching the
// downstream benchmark's reusable input. Each load still owns its result.
main := configkit.Input{Source: configkit.Mapping("startup catalog", map[string]any{
"profiles": profiles, "prompts": prompts,
})}
var captured map[string]map[string]startupPresence
validated := false
options := configkit.LayeredOptions[startupCatalog]{Definition: configkit.Definition[startupCatalog]{
// Include a simple path-based classifier, as catalog consumers use
// this callback even when the representative input has no credentials.
Secret: func(path configkit.Path) bool {
return strings.HasSuffix(path.String(), "/extra_params/token")
},
Resolve: func(catalog *startupCatalog, resolution *configkit.Resolution) error {
captured = make(map[string]map[string]startupPresence, len(catalog.Profiles))
for id, profile := range catalog.Profiles {
fields := make(map[string]startupPresence, 12)
for _, field := range []string{
"backend", "endpoint", "model", "temperature", "top_p", "max_tokens",
"timeout_seconds", "service_tier", "reasoning_effort", "api_key_env",
"api_key_required", "extra_params",
} {
info, exists := resolution.InputInfo(configkit.Keys("profiles", id, field))
fields[field] = startupPresence{explicit: exists && info.Explicit, null: exists && info.Null}
}
captured[id] = fields
// The representative endpoints are already canonical, so this
// callback, like the consumer's, records no normalization change.
if _, err := url.Parse(*profile.Endpoint); err != nil {
return err
}
}
return nil
},
Validate: func(catalog *startupCatalog, validation *configkit.Validation) {
validated = true
ids := make([]string, 0, len(catalog.Profiles))
for id := range catalog.Profiles {
ids = append(ids, id)
}
slices.Sort(ids)
for _, id := range ids {
profile := catalog.Profiles[id]
if profile.Model == nil || strings.TrimSpace(*profile.Model) == "" {
validation.Error(configkit.Keys("profiles", id, "model"), "model is required")
}
}
},
}}
// Check the measured workload before timing, including numeric mapping
// keys, sequence paths, callback presence capture, and published metadata.
result, err := configkit.LoadLayered(main, options)
if err != nil {
b.Fatal(err)
}
if !validated || len(result.Config.Profiles) != count || len(result.Config.Prompts) != count || len(captured) != count {
b.Fatal("startup fixture did not exercise the expected lifecycle")
}
fields := captured["profile-000"]
if !fields["endpoint"].explicit || !fields["model"].explicit || fields["temperature"].explicit {
b.Fatal("startup fixture presence capture disagrees with input")
}
path := configkit.Keys("prompts", "prompt-000", "1", "messages").Index(0).Key("content")
if info, exists := result.Metadata().Lookup(path); !exists || !info.Explicit || info.Null {
b.Fatal("startup fixture message provenance is missing")
}
b.ReportAllocs()
for b.Loop() {
result, err := configkit.LoadLayered(main, options)
if err != nil {
b.Fatal(err)
}
startupResult = result
}
b.ReportMetric(float64(count*2), "definitions/op")
})
}
}