Files
regorus/benches/normalization_benchmark.rs
Anand Krishnamoorthi d36f952133 feat(azure-policy): add alias normalization and denormalization (#635)
* feat: add Azure Policy alias normalization/denormalization

Add normalizer and denormalizer for ARM JSON resources, enabling Azure
Policy alias short names to become direct paths into a flat structure.

- Normalizer: flattens properties wrappers, lowercases keys, resolves
  per-alias versioned ARM paths, handles sub-resource array flattening,
  element-level field remaps, and array base renames
- Denormalizer: reverses all transformations with casing restoration
- AliasRegistry: loads production alias catalogs and data policy manifests
- Types: serde deserialization for ARM provider alias formats
- YAML test suite: 13 test files covering normalize, denormalize, round-trip,
  data-plane, edge cases, malformed input, sub-resources, and registry API
- Benchmark suite for normalization performance

* feat: add FFI and C# bindings for alias normalization

- FFI: alias_registry.rs with C-compatible API for loading catalogs,
  normalizing resources, and denormalizing back to ARM JSON
- C#: AliasRegistry wrapper class with NativeMethods P/Invoke bindings
  and integration tests
- Updated Cargo.lock files for new serde_json dependency
2026-03-30 18:44:36 -05:00

561 lines
20 KiB
Rust
Raw Permalink Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
use std::hint::black_box;
use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion};
use regorus::languages::azure_policy::aliases::{denormalizer, normalizer, AliasRegistry};
use regorus::Value;
use serde_json::json;
// ─── Alias catalog (reused across benchmarks) ───────────────────────────────
const ALIASES_JSON: &str = r#"[
{
"namespace": "Microsoft.Network",
"resourceTypes": [
{
"resourceType": "networkSecurityGroups",
"aliases": [
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].protocol",
"defaultPath": "properties.securityRules[*].properties.protocol",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].access",
"defaultPath": "properties.securityRules[*].properties.access",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].priority",
"defaultPath": "properties.securityRules[*].properties.priority",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].direction",
"defaultPath": "properties.securityRules[*].properties.direction",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].sourceAddressPrefix",
"defaultPath": "properties.securityRules[*].properties.sourceAddressPrefix",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].destinationPortRange",
"defaultPath": "properties.securityRules[*].properties.destinationPortRange",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].name",
"defaultPath": "properties.securityRules[*].name",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/defaultSecurityRules[*].protocol",
"defaultPath": "properties.defaultSecurityRules[*].properties.protocol",
"paths": []
}
]
}
]
},
{
"namespace": "Microsoft.Storage",
"resourceTypes": [
{
"resourceType": "storageAccounts",
"aliases": [
{
"name": "Microsoft.Storage/storageAccounts/supportsHttpsTrafficOnly",
"defaultPath": "properties.supportsHttpsTrafficOnly",
"paths": []
},
{
"name": "Microsoft.Storage/storageAccounts/accessTier",
"defaultPath": "properties.accessTier",
"paths": []
},
{
"name": "Microsoft.Storage/storageAccounts/isHnsEnabled",
"defaultPath": "properties.isHnsEnabled",
"paths": []
},
{
"name": "Microsoft.Storage/storageAccounts/minimumTlsVersion",
"defaultPath": "properties.minimumTlsVersion",
"paths": []
},
{
"name": "Microsoft.Storage/storageAccounts/allowBlobPublicAccess",
"defaultPath": "properties.allowBlobPublicAccess",
"paths": []
},
{
"name": "Microsoft.Storage/storageAccounts/sku.name",
"defaultPath": "sku.name",
"paths": []
}
]
}
]
}
]"#;
fn build_registry() -> AliasRegistry {
let mut reg = AliasRegistry::new();
reg.load_from_json(ALIASES_JSON).unwrap();
reg
}
/// Convert a serde_json::Value to regorus::Value.
fn to_regorus(v: serde_json::Value) -> Value {
Value::from(v)
}
// ─── Input resources ────────────────────────────────────────────────────────
fn simple_storage_resource() -> Value {
to_regorus(json!({
"name": "myStorageAccount",
"type": "Microsoft.Storage/storageAccounts",
"location": "westus2",
"kind": "StorageV2",
"sku": { "name": "Standard_LRS", "tier": "Standard" },
"tags": { "environment": "production", "team": "platform" },
"properties": {
"supportsHttpsTrafficOnly": true,
"accessTier": "Hot",
"isHnsEnabled": false,
"minimumTlsVersion": "TLS1_2",
"allowBlobPublicAccess": false
}
}))
}
fn nsg_resource(rule_count: usize) -> Value {
let rules: Vec<serde_json::Value> = (0..rule_count)
.map(|i| {
json!({
"name": format!("rule-{}", i),
"properties": {
"protocol": "Tcp",
"access": if i % 2 == 0 { "Allow" } else { "Deny" },
"priority": 100 + i,
"direction": "Inbound",
"sourceAddressPrefix": format!("10.0.{}.0/24", i % 256),
"destinationPortRange": format!("{}", 80 + i)
}
})
})
.collect();
to_regorus(json!({
"name": "myNsg",
"type": "Microsoft.Network/networkSecurityGroups",
"location": "eastus",
"properties": {
"securityRules": rules
}
}))
}
// ─── Benchmarks ─────────────────────────────────────────────────────────────
fn bench_normalize_simple(c: &mut Criterion) {
let registry = build_registry();
let resource = simple_storage_resource();
c.bench_function("normalize/simple_storage", |b| {
b.iter(|| normalizer::normalize(black_box(&resource), Some(&registry), None))
});
}
fn bench_normalize_no_aliases(c: &mut Criterion) {
let resource = simple_storage_resource();
c.bench_function("normalize/simple_no_aliases", |b| {
b.iter(|| normalizer::normalize(black_box(&resource), None, None))
});
}
fn bench_normalize_nsg_scaling(c: &mut Criterion) {
let registry = build_registry();
let mut group = c.benchmark_group("normalize/nsg_rules");
for rule_count in [5, 20, 100] {
let resource = nsg_resource(rule_count);
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&resource,
|b, res| b.iter(|| normalizer::normalize(black_box(res), Some(&registry), None)),
);
}
group.finish();
}
fn bench_denormalize_simple(c: &mut Criterion) {
let registry = build_registry();
let resource = simple_storage_resource();
let normalized = normalizer::normalize(&resource, Some(&registry), None);
c.bench_function("denormalize/simple_storage", |b| {
b.iter(|| denormalizer::denormalize(black_box(&normalized), Some(&registry), None))
});
}
fn bench_denormalize_nsg_scaling(c: &mut Criterion) {
let registry = build_registry();
let mut group = c.benchmark_group("denormalize/nsg_rules");
for rule_count in [5, 20, 100] {
let resource = nsg_resource(rule_count);
let normalized = normalizer::normalize(&resource, Some(&registry), None);
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&normalized,
|b, norm| b.iter(|| denormalizer::denormalize(black_box(norm), Some(&registry), None)),
);
}
group.finish();
}
fn bench_round_trip(c: &mut Criterion) {
let registry = build_registry();
let resource = nsg_resource(20);
c.bench_function("round_trip/nsg_20_rules", |b| {
b.iter(|| {
let n = normalizer::normalize(black_box(&resource), Some(&registry), None);
denormalizer::denormalize(&n, Some(&registry), None)
})
});
}
fn bench_normalize_and_wrap(c: &mut Criterion) {
let registry = build_registry();
let resource = nsg_resource(20);
let context = to_regorus(json!({"resourceGroup": {"name": "rg1"}}));
let parameters = to_regorus(json!({"env": "prod"}));
c.bench_function("normalize_and_wrap/nsg_20_rules", |b| {
b.iter(|| {
registry.normalize_and_wrap(
black_box(&resource),
None,
Some(context.clone()),
Some(parameters.clone()),
)
})
});
}
fn bench_registry_load(c: &mut Criterion) {
c.bench_function("registry/load_from_json", |b| {
b.iter(|| {
let mut reg = AliasRegistry::new();
reg.load_from_json(black_box(ALIASES_JSON)).unwrap();
reg
})
});
}
// ─── Large-payload benchmarks ───────────────────────────────────────────────
//
// These stress the hot paths identified in the performance analysis:
// - Nested set helpers (alias-heavy catalog with deep properties)
// - Array element remap/cleanup/rewrap (large sub-resource arrays)
// - Scalar denormalization lookups (many aliases × many fields)
/// Build a large alias catalog with `n` scalar aliases for storage accounts.
/// Each alias maps to a nested `properties.section_i.field_j` path, creating
/// deep nested-set workloads.
fn large_alias_catalog(n: usize) -> String {
let mut aliases = Vec::new();
for i in 0..n {
let section = i / 10;
let field = i % 10;
aliases.push(format!(
r#"{{
"name": "Microsoft.Storage/storageAccounts/section{section}Field{field}",
"defaultPath": "properties.section{section}.field{field}",
"paths": []
}}"#,
));
}
format!(
r#"[{{
"namespace": "Microsoft.Storage",
"resourceTypes": [{{
"resourceType": "storageAccounts",
"aliases": [{aliases}]
}}]
}}]"#,
aliases = aliases.join(",")
)
}
/// Build a storage account resource whose `properties` contain nested sections
/// matching the large alias catalog.
fn large_storage_resource(alias_count: usize) -> Value {
let mut sections = serde_json::Map::new();
for i in 0..alias_count {
let section = i / 10;
let field = i % 10;
let section_key = format!("section{section}");
let section_obj = sections
.entry(section_key)
.or_insert_with(|| serde_json::Value::Object(serde_json::Map::new()));
if let serde_json::Value::Object(m) = section_obj {
m.insert(format!("field{field}"), serde_json::Value::from(i));
}
}
Value::from(json!({
"name": "bigStorage",
"type": "Microsoft.Storage/storageAccounts",
"location": "westus2",
"properties": sections
}))
}
fn bench_normalize_large_catalog(c: &mut Criterion) {
let mut group = c.benchmark_group("normalize/large_catalog");
for alias_count in [50, 200] {
let catalog_json = large_alias_catalog(alias_count);
let mut reg = AliasRegistry::new();
reg.load_from_json(&catalog_json).unwrap();
let resource = large_storage_resource(alias_count);
group.bench_with_input(
BenchmarkId::from_parameter(alias_count),
&(reg, resource),
|b, (reg, res)| b.iter(|| normalizer::normalize(black_box(res), Some(reg), None)),
);
}
group.finish();
}
fn bench_denormalize_large_catalog(c: &mut Criterion) {
let mut group = c.benchmark_group("denormalize/large_catalog");
for alias_count in [50, 200] {
let catalog_json = large_alias_catalog(alias_count);
let mut reg = AliasRegistry::new();
reg.load_from_json(&catalog_json).unwrap();
let resource = large_storage_resource(alias_count);
let normalized = normalizer::normalize(&resource, Some(&reg), None);
group.bench_with_input(
BenchmarkId::from_parameter(alias_count),
&(reg, normalized),
|b, (reg, norm)| b.iter(|| denormalizer::denormalize(black_box(norm), Some(reg), None)),
);
}
group.finish();
}
fn bench_nsg_large_subarrays(c: &mut Criterion) {
let registry = build_registry();
let mut group = c.benchmark_group("round_trip/nsg_sub_resource");
for rule_count in [50, 200, 500] {
let resource = nsg_resource(rule_count);
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&resource,
|b, res| {
b.iter(|| {
let n = normalizer::normalize(black_box(res), Some(&registry), None);
denormalizer::denormalize(&n, Some(&registry), None)
})
},
);
}
group.finish();
}
// ─── Versioned-path benchmarks ──────────────────────────────────────────────
//
// Exercise the precomputed versioned-path aggregates by building a catalog
// where wildcard (array) aliases have version-specific paths that differ from
// the default, then running normalize/denormalize with an explicit api_version.
/// NSG-like alias catalog where wildcard aliases have versioned paths that
/// differ from the default. This forces the normalize/denormalize path through
/// the versioned aggregate lookup rather than the default-aggregate fast path.
const VERSIONED_ALIASES_JSON: &str = r#"[
{
"namespace": "Microsoft.Network",
"resourceTypes": [
{
"resourceType": "networkSecurityGroups",
"aliases": [
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].protocol",
"defaultPath": "properties.securityRules[*].properties.protocol",
"paths": [
{ "path": "properties.securityRules[*].properties.transportProtocol", "apiVersions": ["2020-01-01"] },
{ "path": "properties.securityRules[*].properties.protocol", "apiVersions": ["2022-01-01"] }
]
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].access",
"defaultPath": "properties.securityRules[*].properties.access",
"paths": [
{ "path": "properties.securityRules[*].properties.accessLevel", "apiVersions": ["2020-01-01"] },
{ "path": "properties.securityRules[*].properties.access", "apiVersions": ["2022-01-01"] }
]
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].priority",
"defaultPath": "properties.securityRules[*].properties.priority",
"paths": [
{ "path": "properties.securityRules[*].properties.rulePriority", "apiVersions": ["2020-01-01"] },
{ "path": "properties.securityRules[*].properties.priority", "apiVersions": ["2022-01-01"] }
]
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].direction",
"defaultPath": "properties.securityRules[*].properties.direction",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].sourceAddressPrefix",
"defaultPath": "properties.securityRules[*].properties.sourceAddressPrefix",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].destinationPortRange",
"defaultPath": "properties.securityRules[*].properties.destinationPortRange",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/securityRules[*].name",
"defaultPath": "properties.securityRules[*].name",
"paths": []
},
{
"name": "Microsoft.Network/networkSecurityGroups/provisioningState",
"defaultPath": "properties.provisioningState",
"paths": [
{ "path": "properties.state", "apiVersions": ["2020-01-01"] },
{ "path": "properties.provisioningState", "apiVersions": ["2022-01-01"] }
]
}
]
}
]
}
]"#;
fn build_versioned_registry() -> AliasRegistry {
let mut reg = AliasRegistry::new();
reg.load_from_json(VERSIONED_ALIASES_JSON).unwrap();
reg
}
/// Build an NSG resource for versioned-path benchmarks.
/// Uses the 2020-01-01 field names (`transportProtocol`, `accessLevel`,
/// `rulePriority`) so that versioned path resolution actually differs from
/// the default.
fn nsg_versioned_resource(rule_count: usize) -> Value {
let rules: Vec<serde_json::Value> = (0..rule_count)
.map(|i| {
json!({
"name": format!("rule-{}", i),
"properties": {
"transportProtocol": "Tcp",
"accessLevel": if i % 2 == 0 { "Allow" } else { "Deny" },
"rulePriority": 100 + i,
"direction": "Inbound",
"sourceAddressPrefix": format!("10.0.{}.0/24", i % 256),
"destinationPortRange": format!("{}", 80 + i)
}
})
})
.collect();
to_regorus(json!({
"name": "myNsg",
"type": "Microsoft.Network/networkSecurityGroups",
"location": "eastus",
"properties": {
"state": "Succeeded",
"securityRules": rules
}
}))
}
fn bench_normalize_versioned(c: &mut Criterion) {
let registry = build_versioned_registry();
let mut group = c.benchmark_group("normalize_versioned/nsg_rules");
for rule_count in [5, 20, 100] {
let resource = nsg_versioned_resource(rule_count);
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&resource,
|b, res| {
b.iter(|| {
normalizer::normalize(black_box(res), Some(&registry), Some("2020-01-01"))
})
},
);
}
group.finish();
}
fn bench_denormalize_versioned(c: &mut Criterion) {
let registry = build_versioned_registry();
let mut group = c.benchmark_group("denormalize_versioned/nsg_rules");
for rule_count in [5, 20, 100] {
let resource = nsg_versioned_resource(rule_count);
let normalized = normalizer::normalize(&resource, Some(&registry), Some("2020-01-01"));
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&normalized,
|b, norm| {
b.iter(|| {
denormalizer::denormalize(black_box(norm), Some(&registry), Some("2020-01-01"))
})
},
);
}
group.finish();
}
fn bench_round_trip_versioned(c: &mut Criterion) {
let registry = build_versioned_registry();
let mut group = c.benchmark_group("round_trip_versioned/nsg_rules");
for rule_count in [20, 100] {
let resource = nsg_versioned_resource(rule_count);
group.bench_with_input(
BenchmarkId::from_parameter(rule_count),
&resource,
|b, res| {
b.iter(|| {
let n =
normalizer::normalize(black_box(res), Some(&registry), Some("2020-01-01"));
denormalizer::denormalize(&n, Some(&registry), Some("2020-01-01"))
})
},
);
}
group.finish();
}
criterion_group!(
normalization_benches,
bench_normalize_simple,
bench_normalize_no_aliases,
bench_normalize_nsg_scaling,
bench_denormalize_simple,
bench_denormalize_nsg_scaling,
bench_round_trip,
bench_normalize_and_wrap,
bench_registry_load,
bench_normalize_large_catalog,
bench_denormalize_large_catalog,
bench_nsg_large_subarrays,
bench_normalize_versioned,
bench_denormalize_versioned,
bench_round_trip_versioned,
);
criterion_main!(normalization_benches);