Add Inspur Group OEM Redfish profile

bible-local/05-collectors.md

@@ -100,6 +100,13 @@ Live Redfish collection must expose profile-match diagnostics:
 - the collect page should render active modules as chips from structured status data, not by
   parsing log lines
 
+Profile matching may use stable platform grammar signals in addition to vendor strings:
+- discovered member/resource naming from lightweight discovery collections
+- firmware inventory member IDs
+- OEM action names and linked target paths embedded in discovery documents
+- replay-only snapshot hints such as OEM assembly/type markers when they are present in
+  `raw_payloads.redfish_tree`
+
 On replay, profile-derived analysis directives may enable vendor-specific inventory linking
 helpers such as processor-GPU fallback, chassis-ID alias resolution, and bounded storage recovery.
 Replay should now resolve a structured analysis plan inside `redfishprofile/`, analogous to the

bible-local/10-decisions.md

@@ -918,3 +918,34 @@ hardware change.
 - Hardware event history (last 7 days) visible in Reanimator `EventLogs` section.
 - No impact on existing inventory pipeline or offline archive replay (archives without `redfish_log_entries` key silently skip parsing).
 - Adds extra HTTP requests during live collection (sequential, after tree-walk completes).
+
+---
+
+## ADL-036 — Redfish profile matching may use platform grammar hints beyond vendor strings
+
+**Date:** 2026-03-25
+**Context:**
+Some BMCs expose unusable `Manufacturer` / `Model` values (`NULL`, placeholders, or generic SoC
+names) while still exposing a stable platform-specific Redfish grammar: repeated member names,
+firmware inventory IDs, OEM action names, and target-path quirks. Matching only on vendor
+strings forced such systems into fallback mode even when the platform shape was consistent.
+
+**Decision:**
+- Extend `redfishprofile.MatchSignals` with doc-derived hint tokens collected from discovery docs
+  and replay snapshots.
+- Allow profile matchers to score on stable platform grammar such as:
+  - collection member naming (`outboardPCIeCard*`, drive slot grammars)
+  - firmware inventory member IDs
+  - OEM action/type markers and linked target paths
+- During live collection, gather only lightweight extra hint collections needed for matching
+  (`NetworkInterfaces`, `NetworkAdapters`, `Drives`, `UpdateService/FirmwareInventory`), not slow
+  deep inventory branches.
+- Keep such profiles out of fallback aggregation unless they are proven safe as broad additive
+  hints.
+
+**Consequences:**
+- Platform-family profiles can activate even when vendor strings are absent or set to `NULL`.
+- Matching logic becomes more robust for OEM BMC implementations that differ mainly by Redfish
+  grammar rather than by explicit vendor strings.
+- Live collection gains a small amount of extra discovery I/O to harvest stable member IDs, but
+  avoids slow deep probes such as `Assembly` just for profile selection.

internal/collector/redfish.go

@@ -147,6 +147,7 @@ func (c *RedfishConnector) Collect(ctx context.Context, req Request, emit Progre
 	snapshotClient := c.httpClientWithTimeout(req, redfishSnapshotRequestTimeout())
 	prefetchClient := c.httpClientWithTimeout(req, redfishPrefetchRequestTimeout())
 	criticalClient := c.httpClientWithTimeout(req, redfishCriticalRequestTimeout())
+	hintClient := c.httpClientWithTimeout(req, 4*time.Second)
 
 	if emit != nil {
 		emit(Progress{Status: "running", Progress: 10, Message: "Redfish: подключение к BMC..."})
@@ -178,7 +179,8 @@ func (c *RedfishConnector) Collect(ctx context.Context, req Request, emit Progre
 	chassisDoc, _ := c.getJSON(discoveryCtx, snapshotClient, req, baseURL, primaryChassis)
 	managerDoc, _ := c.getJSON(discoveryCtx, snapshotClient, req, baseURL, primaryManager)
 	resourceHints := append(append([]string{}, systemPaths...), append(chassisPaths, managerPaths...)...)
-	signals := redfishprofile.CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc, resourceHints)
+	hintDocs := c.collectProfileHintDocs(discoveryCtx, hintClient, req, baseURL, primarySystem, primaryChassis)
+	signals := redfishprofile.CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc, resourceHints, hintDocs...)
 	matchResult := redfishprofile.MatchProfiles(signals)
 	acquisitionPlan := redfishprofile.BuildAcquisitionPlan(signals)
 	telemetrySummary := telemetry.Snapshot()
@@ -1557,6 +1559,33 @@ func (c *RedfishConnector) discoverMemberPaths(ctx context.Context, client *http
 	return nil
 }
 
+func (c *RedfishConnector) collectProfileHintDocs(ctx context.Context, client *http.Client, req Request, baseURL, systemPath, chassisPath string) []map[string]interface{} {
+	paths := []string{
+		"/redfish/v1/UpdateService/FirmwareInventory",
+		joinPath(systemPath, "/NetworkInterfaces"),
+		joinPath(chassisPath, "/Drives"),
+		joinPath(chassisPath, "/NetworkAdapters"),
+	}
+	seen := make(map[string]struct{}, len(paths))
+	docs := make([]map[string]interface{}, 0, len(paths))
+	for _, path := range paths {
+		path = normalizeRedfishPath(path)
+		if path == "" {
+			continue
+		}
+		if _, ok := seen[path]; ok {
+			continue
+		}
+		seen[path] = struct{}{}
+		doc, err := c.getJSON(ctx, client, req, baseURL, path)
+		if err != nil {
+			continue
+		}
+		docs = append(docs, doc)
+	}
+	return docs
+}
+
 func (c *RedfishConnector) collectRawRedfishTree(ctx context.Context, client *http.Client, req Request, baseURL string, seedPaths []string, tuning redfishprofile.AcquisitionTuning, emit ProgressFn) (map[string]interface{}, []map[string]interface{}, redfishPostProbeMetrics, string) {
 	maxDocuments := redfishSnapshotMaxDocuments(tuning)
 	workers := redfishSnapshotWorkers(tuning)
@@ -3476,14 +3505,20 @@ func parseCPUs(docs []map[string]interface{}) []models.CPU {
 			}
 		}
 		l1, l2, l3 := parseCPUCachesFromProcessorMemory(doc)
+		publicSerial := redfishCPUPublicSerial(doc)
+		serial := normalizeRedfishIdentityField(asString(doc["SerialNumber"]))
+		if serial == "" && publicSerial == "" {
+			serial = findFirstNormalizedStringByKeys(doc, "SerialNumber")
+		}
 		cpus = append(cpus, models.CPU{
 			Socket:       socket,
 			Model:        firstNonEmpty(asString(doc["Model"]), asString(doc["Name"])),
 			Cores:        asInt(doc["TotalCores"]),
 			Threads:      asInt(doc["TotalThreads"]),
-			FrequencyMHz: asInt(doc["OperatingSpeedMHz"]),
+			FrequencyMHz: int(redfishFirstNumeric(doc, "OperatingSpeedMHz", "CurrentSpeedMHz", "FrequencyMHz")),
-			MaxFreqMHz:   asInt(doc["MaxSpeedMHz"]),
+			MaxFreqMHz:   int(redfishFirstNumeric(doc, "MaxSpeedMHz", "TurboEnableMaxSpeedMHz", "TurboDisableMaxSpeedMHz")),
-			SerialNumber: findFirstNormalizedStringByKeys(doc, "SerialNumber"),
+			PPIN:         firstNonEmpty(findFirstNormalizedStringByKeys(doc, "PPIN", "ProtectedIdentificationNumber"), publicSerial),
+			SerialNumber: serial,
 			L1CacheKB:    l1,
 			L2CacheKB:    l2,
 			L3CacheKB:    l3,
@@ -3494,6 +3529,12 @@ func parseCPUs(docs []map[string]interface{}) []models.CPU {
 	return cpus
 }
 
+func redfishCPUPublicSerial(doc map[string]interface{}) string {
+	oem, _ := doc["Oem"].(map[string]interface{})
+	public, _ := oem["Public"].(map[string]interface{})
+	return normalizeRedfishIdentityField(asString(public["SerialNumber"]))
+}
+
 // parseCPUCachesFromProcessorMemory reads L1/L2/L3 cache sizes from the
 // Redfish ProcessorMemory array (Processor.v1_x spec).
 func parseCPUCachesFromProcessorMemory(doc map[string]interface{}) (l1, l2, l3 int) {
@@ -3942,7 +3983,7 @@ func parsePSUWithSupplementalDocs(doc map[string]interface{}, idx int, supplemen
 		Present:      present,
 		Model:        firstNonEmpty(asString(doc["Model"]), asString(doc["Name"])),
 		Vendor:       asString(doc["Manufacturer"]),
-		WattageW:     asInt(doc["PowerCapacityWatts"]),
+		WattageW:     redfishPSUNominalWattage(doc),
 		SerialNumber: findFirstNormalizedStringByKeys(doc, "SerialNumber"),
 		PartNumber:   asString(doc["PartNumber"]),
 		Firmware:     asString(doc["FirmwareVersion"]),
@@ -3955,6 +3996,25 @@ func parsePSUWithSupplementalDocs(doc map[string]interface{}, idx int, supplemen
 	}
 }
 
+func redfishPSUNominalWattage(doc map[string]interface{}) int {
+	if ranges, ok := doc["InputRanges"].([]interface{}); ok {
+		best := 0
+		for _, rawRange := range ranges {
+			rangeDoc, ok := rawRange.(map[string]interface{})
+			if !ok {
+				continue
+			}
+			if wattage := asInt(rangeDoc["OutputWattage"]); wattage > best {
+				best = wattage
+			}
+		}
+		if best > 0 {
+			return best
+		}
+	}
+	return asInt(doc["PowerCapacityWatts"])
+}
+
 func redfishDriveDetails(doc map[string]interface{}) map[string]any {
 	return redfishDriveDetailsWithSupplementalDocs(doc)
 }
@@ -5781,7 +5841,6 @@ func parseFirmware(system, bios, manager, networkProtocol map[string]interface{}
 	return out
 }
 
-
 func mapStatus(statusAny interface{}) string {
 	if statusAny == nil {
 		return ""

internal/collector/redfish_replay.go

@@ -31,8 +31,7 @@ func ReplayRedfishFromRawPayloads(rawPayloads map[string]any, emit ProgressFn) (
 	if emit != nil {
 		emit(Progress{Status: "running", Progress: 10, Message: "Redfish snapshot: replay service root..."})
 	}
-	serviceRootDoc, err := r.getJSON("/redfish/v1")
+	if _, err := r.getJSON("/redfish/v1"); err != nil {
-	if err != nil {
 		log.Printf("redfish replay: service root /redfish/v1 missing from snapshot, continuing with defaults: %v", err)
 	}
 
@@ -61,8 +60,7 @@ func ReplayRedfishFromRawPayloads(rawPayloads map[string]any, emit ProgressFn) (
 		fruDoc = chassisFRUDoc
 	}
 	boardFallbackDocs := r.collectBoardFallbackDocs(systemPaths, chassisPaths)
-	resourceHints := append(append([]string{}, systemPaths...), append(chassisPaths, managerPaths...)...)
+	profileSignals := redfishprofile.CollectSignalsFromTree(tree)
-	profileSignals := redfishprofile.CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc, resourceHints)
 	profileMatch := redfishprofile.MatchProfiles(profileSignals)
 	analysisPlan := redfishprofile.ResolveAnalysisPlan(profileMatch, tree, redfishprofile.DiscoveredResources{
 		SystemPaths:  systemPaths,
@@ -107,11 +105,11 @@ func ReplayRedfishFromRawPayloads(rawPayloads map[string]any, emit ProgressFn) (
 	result := &models.AnalysisResult{
 		CollectedAt:             collectedAt,
 		InventoryLastModifiedAt: inventoryLastModifiedAt,
-		SourceTimezone: sourceTimezone,
+		SourceTimezone:          sourceTimezone,
-		Events:         append(append(append(append(make([]models.Event, 0, len(discreteEvents)+len(healthEvents)+len(driveFetchWarningEvents)+len(logEntryEvents)+1), healthEvents...), discreteEvents...), driveFetchWarningEvents...), logEntryEvents...),
+		Events:                  append(append(append(append(make([]models.Event, 0, len(discreteEvents)+len(healthEvents)+len(driveFetchWarningEvents)+len(logEntryEvents)+1), healthEvents...), discreteEvents...), driveFetchWarningEvents...), logEntryEvents...),
-		FRU:            assemblyFRU,
+		FRU:                     assemblyFRU,
-		Sensors:        dedupeSensorReadings(append(append(thresholdSensors, thermalSensors...), powerSensors...)),
+		Sensors:                 dedupeSensorReadings(append(append(thresholdSensors, thermalSensors...), powerSensors...)),
-		RawPayloads:    cloneRawPayloads(rawPayloads),
+		RawPayloads:             cloneRawPayloads(rawPayloads),
 		Hardware: &models.HardwareConfig{
 			BoardInfo:       boardInfo,
 			CPUs:            processors,
@@ -123,7 +121,7 @@ func ReplayRedfishFromRawPayloads(rawPayloads map[string]any, emit ProgressFn) (
 			PowerSupply:     psus,
 			NetworkAdapters: nics,
 			Firmware:        firmware,
-			},
+		},
 	}
 	match := profileMatch
 	for _, profile := range match.Profiles {
@@ -277,7 +275,6 @@ func redfishFetchErrorsFromRawPayloads(rawPayloads map[string]any) map[string]st
 	}
 }
 
-
 func buildDriveFetchWarningEvents(rawPayloads map[string]any) []models.Event {
 	errs := redfishFetchErrorsFromRawPayloads(rawPayloads)
 	if len(errs) == 0 {

internal/collector/redfish_test.go

@@ -938,7 +938,9 @@ func TestParseComponents_UseNestedSerialNumberFallback(t *testing.T) {
 		"Manufacturer": "vendor0",
 		"SerialNumber": "N/A",
 		"Oem": map[string]interface{}{
-			"SerialNumber": "SN-OK-001",
+			"VendorX": map[string]interface{}{
+				"SerialNumber": "SN-OK-001",
+			},
 		},
 	}
 
@@ -978,6 +980,38 @@ func TestParseComponents_UseNestedSerialNumberFallback(t *testing.T) {
 	}
 }
 
+func TestParseCPU_UsesPublicSerialAsPPINAndCurrentSpeedMHz(t *testing.T) {
+	cpus := parseCPUs([]map[string]interface{}{
+		{
+			"Id":                "CPU0",
+			"Model":             "Intel Xeon",
+			"TotalCores":        48,
+			"TotalThreads":      96,
+			"MaxSpeedMHz":       4000,
+			"OperatingSpeedMHz": 0,
+			"Oem": map[string]interface{}{
+				"Public": map[string]interface{}{
+					"SerialNumber":    "6FB5241E81CECDFD",
+					"CurrentSpeedMHz": 2700,
+				},
+			},
+		},
+	})
+
+	if len(cpus) != 1 {
+		t.Fatalf("expected one CPU, got %d", len(cpus))
+	}
+	if cpus[0].PPIN != "6FB5241E81CECDFD" {
+		t.Fatalf("expected PPIN from Oem.Public.SerialNumber, got %+v", cpus[0])
+	}
+	if cpus[0].SerialNumber != "" {
+		t.Fatalf("expected empty CPU serial number when only Public serial exists, got %+v", cpus[0])
+	}
+	if cpus[0].FrequencyMHz != 2700 {
+		t.Fatalf("expected CPU frequency from Oem.Public.CurrentSpeedMHz, got %+v", cpus[0])
+	}
+}
+
 func TestParseCPUAndMemory_CollectOemDetails(t *testing.T) {
 	cpus := parseCPUs([]map[string]interface{}{
 		{
@@ -1687,7 +1721,7 @@ func TestReplayCollectStorage_UsesKnownControllerRecoveryWhenEnabled(t *testing.
 	}}
 
 	got := r.collectStorage("/redfish/v1/Systems/1", redfishprofile.ResolvedAnalysisPlan{
-		Directives:                redfishprofile.AnalysisDirectives{EnableKnownStorageControllerRecovery: true},
+		Directives:                   redfishprofile.AnalysisDirectives{EnableKnownStorageControllerRecovery: true},
 		KnownStorageDriveCollections: []string{"/Storage/IntelVROC/Drives"},
 	})
 	if len(got) != 1 {
@@ -2357,6 +2391,20 @@ func TestAppendPSU_MergesRicherDuplicate(t *testing.T) {
 	}
 }
 
+func TestRedfishPSUNominalWattage_PrefersInputRangeOutputWattage(t *testing.T) {
+	doc := map[string]interface{}{
+		"PowerCapacityWatts": 22600,
+		"InputRanges": []interface{}{
+			map[string]interface{}{"OutputWattage": 2700},
+			map[string]interface{}{"OutputWattage": 3200},
+		},
+	}
+
+	if got := redfishPSUNominalWattage(doc); got != 3200 {
+		t.Fatalf("redfishPSUNominalWattage() = %d, want 3200", got)
+	}
+}
+
 func TestReplayCollectGPUs_DropsModelOnlyPlaceholderWhenConcreteDiscoveredLater(t *testing.T) {
 	r := redfishSnapshotReader{tree: map[string]interface{}{
 		"/redfish/v1/Systems/1/GraphicsControllers": map[string]interface{}{
@@ -2677,7 +2725,7 @@ func TestCollectGPUsFromProcessors_SupermicroHGXUsesChassisAliasSerial(t *testin
 
 	gpus := r.collectGPUs(systemPaths, chassisPaths, testAnalysisPlan(redfishprofile.AnalysisDirectives{EnableGenericGraphicsControllerDedup: true}))
 	gpus = r.collectGPUsFromProcessors(systemPaths, chassisPaths, gpus, redfishprofile.ResolvedAnalysisPlan{
-		Directives:                    redfishprofile.AnalysisDirectives{EnableProcessorGPUFallback: true, EnableProcessorGPUChassisAlias: true},
+		Directives:                     redfishprofile.AnalysisDirectives{EnableProcessorGPUFallback: true, EnableProcessorGPUChassisAlias: true},
 		ProcessorGPUChassisLookupModes: []string{"hgx-alias"},
 	})
 
@@ -2715,7 +2763,7 @@ func TestCollectGPUsFromProcessors_MSIUsesIndexedChassisLookup(t *testing.T) {
 		[]string{"/redfish/v1/Chassis/GPU1"},
 		nil,
 		redfishprofile.ResolvedAnalysisPlan{
-			Directives:                    redfishprofile.AnalysisDirectives{EnableProcessorGPUFallback: true, EnableMSIProcessorGPUChassisLookup: true},
+			Directives:                     redfishprofile.AnalysisDirectives{EnableProcessorGPUFallback: true, EnableMSIProcessorGPUChassisLookup: true},
 			ProcessorGPUChassisLookupModes: []string{"msi-index"},
 		},
 	)

internal/collector/redfishprofile/profile_inspur_group_oem_platforms.go

@@ -0,0 +1,149 @@
+package redfishprofile
+
+import (
+	"regexp"
+	"strings"
+)
+
+var (
+	outboardCardHintRe = regexp.MustCompile(`/outboardPCIeCard\d+(?:/|$)`)
+	obDriveHintRe      = regexp.MustCompile(`/Drives/OB\d+$`)
+	fpDriveHintRe      = regexp.MustCompile(`/Drives/FP00HDD\d+$`)
+	vrFirmwareHintRe   = regexp.MustCompile(`^CPU\d+_PVCC.*_VR$`)
+)
+
+var inspurGroupOEMFirmwareHints = map[string]struct{}{
+	"Front_HDD_CPLD0": {},
+	"MainBoard0CPLD":  {},
+	"MainBoardCPLD":   {},
+	"PDBBoardCPLD":    {},
+	"SCMCPLD":         {},
+	"SWBoardCPLD":     {},
+}
+
+func inspurGroupOEMPlatformsProfile() Profile {
+	return staticProfile{
+		name:            "inspur-group-oem-platforms",
+		priority:        25,
+		safeForFallback: false,
+		matchFn: func(s MatchSignals) int {
+			topologyScore := 0
+			boardScore := 0
+			chassisOutboard := matchedPathTokens(s.ResourceHints, "/redfish/v1/Chassis/", outboardCardHintRe)
+			systemOutboard := matchedPathTokens(s.ResourceHints, "/redfish/v1/Systems/", outboardCardHintRe)
+			obDrives := matchedPathTokens(s.ResourceHints, "", obDriveHintRe)
+			fpDrives := matchedPathTokens(s.ResourceHints, "", fpDriveHintRe)
+			firmwareNames, vrFirmwareNames := inspurGroupOEMFirmwareMatches(s.ResourceHints)
+
+			if len(chassisOutboard) > 0 {
+				topologyScore += 20
+			}
+			if len(systemOutboard) > 0 {
+				topologyScore += 10
+			}
+			switch {
+			case len(obDrives) > 0 && len(fpDrives) > 0:
+				topologyScore += 15
+			}
+			switch {
+			case len(firmwareNames) >= 2:
+				boardScore += 15
+			}
+			switch {
+			case len(vrFirmwareNames) >= 2:
+				boardScore += 10
+			}
+			if anySignalContains(s, "COMMONbAssembly") {
+				boardScore += 12
+			}
+			if anySignalContains(s, "EnvironmentMetrcs") {
+				boardScore += 8
+			}
+			if anySignalContains(s, "GetServerAllUSBStatus") {
+				boardScore += 8
+			}
+			if topologyScore == 0 || boardScore == 0 {
+				return 0
+			}
+			return min(topologyScore+boardScore, 100)
+		},
+		extendAcquisition: func(plan *AcquisitionPlan, _ MatchSignals) {
+			addPlanNote(plan, "Inspur Group OEM platform fingerprint matched")
+		},
+		applyAnalysisDirectives: func(d *AnalysisDirectives, _ MatchSignals) {
+			d.EnableGenericGraphicsControllerDedup = true
+		},
+	}
+}
+
+func matchedPathTokens(paths []string, requiredPrefix string, re *regexp.Regexp) []string {
+	seen := make(map[string]struct{})
+	for _, rawPath := range paths {
+		path := normalizePath(rawPath)
+		if path == "" || (requiredPrefix != "" && !strings.HasPrefix(path, requiredPrefix)) {
+			continue
+		}
+		token := re.FindString(path)
+		if token == "" {
+			continue
+		}
+		token = strings.Trim(token, "/")
+		if token == "" {
+			continue
+		}
+		seen[token] = struct{}{}
+	}
+	out := make([]string, 0, len(seen))
+	for token := range seen {
+		out = append(out, token)
+	}
+	return dedupeSorted(out)
+}
+
+func inspurGroupOEMFirmwareMatches(paths []string) ([]string, []string) {
+	firmwareNames := make(map[string]struct{})
+	vrNames := make(map[string]struct{})
+	for _, rawPath := range paths {
+		path := normalizePath(rawPath)
+		if !strings.HasPrefix(path, "/redfish/v1/UpdateService/FirmwareInventory/") {
+			continue
+		}
+		name := strings.TrimSpace(path[strings.LastIndex(path, "/")+1:])
+		if name == "" {
+			continue
+		}
+		if _, ok := inspurGroupOEMFirmwareHints[name]; ok {
+			firmwareNames[name] = struct{}{}
+		}
+		if vrFirmwareHintRe.MatchString(name) {
+			vrNames[name] = struct{}{}
+		}
+	}
+	return mapKeysSorted(firmwareNames), mapKeysSorted(vrNames)
+}
+
+func anySignalContains(signals MatchSignals, needle string) bool {
+	needle = strings.TrimSpace(needle)
+	if needle == "" {
+		return false
+	}
+	for _, signal := range signals.ResourceHints {
+		if strings.Contains(signal, needle) {
+			return true
+		}
+	}
+	for _, signal := range signals.DocHints {
+		if strings.Contains(signal, needle) {
+			return true
+		}
+	}
+	return false
+}
+
+func mapKeysSorted(items map[string]struct{}) []string {
+	out := make([]string, 0, len(items))
+	for item := range items {
+		out = append(out, item)
+	}
+	return dedupeSorted(out)
+}

internal/collector/redfishprofile/profile_inspur_group_oem_platforms_test.go

@@ -0,0 +1,182 @@
+package redfishprofile
+
+import (
+	"archive/zip"
+	"encoding/json"
+	"os"
+	"path/filepath"
+	"testing"
+)
+
+func TestCollectSignalsFromTree_InspurGroupOEMPlatformsSelectsMatchedMode(t *testing.T) {
+	tree := map[string]interface{}{
+		"/redfish/v1": map[string]interface{}{
+			"@odata.id": "/redfish/v1",
+		},
+		"/redfish/v1/Systems": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Systems/1"},
+			},
+		},
+		"/redfish/v1/Systems/1": map[string]interface{}{
+			"@odata.id": "/redfish/v1/Systems/1",
+			"Oem": map[string]interface{}{
+				"Public": map[string]interface{}{
+					"USB": map[string]interface{}{
+						"@odata.id": "/redfish/v1/Systems/1/Oem/Public/GetServerAllUSBStatus",
+					},
+				},
+			},
+			"NetworkInterfaces": map[string]interface{}{
+				"@odata.id": "/redfish/v1/Systems/1/NetworkInterfaces",
+			},
+		},
+		"/redfish/v1/Systems/1/NetworkInterfaces": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Systems/1/NetworkInterfaces/outboardPCIeCard0"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/Systems/1/NetworkInterfaces/outboardPCIeCard1"},
+			},
+		},
+		"/redfish/v1/Chassis": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Chassis/1"},
+			},
+		},
+		"/redfish/v1/Chassis/1": map[string]interface{}{
+			"@odata.id": "/redfish/v1/Chassis/1",
+			"Actions": map[string]interface{}{
+				"Oem": map[string]interface{}{
+					"Public": map[string]interface{}{
+						"NvGpuPowerLimitWatts": map[string]interface{}{
+							"target": "/redfish/v1/Chassis/1/GPU/EnvironmentMetrcs",
+						},
+					},
+				},
+			},
+			"Drives": map[string]interface{}{
+				"@odata.id": "/redfish/v1/Chassis/1/Drives",
+			},
+			"NetworkAdapters": map[string]interface{}{
+				"@odata.id": "/redfish/v1/Chassis/1/NetworkAdapters",
+			},
+		},
+		"/redfish/v1/Chassis/1/Drives": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Chassis/1/Drives/OB01"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/Chassis/1/Drives/FP00HDD00"},
+			},
+		},
+		"/redfish/v1/Chassis/1/NetworkAdapters": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Chassis/1/NetworkAdapters/outboardPCIeCard0"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/Chassis/1/NetworkAdapters/outboardPCIeCard1"},
+			},
+		},
+		"/redfish/v1/Chassis/1/Assembly": map[string]interface{}{
+			"Assemblies": []interface{}{
+				map[string]interface{}{
+					"Oem": map[string]interface{}{
+						"COMMONb": map[string]interface{}{
+							"COMMONbAssembly": map[string]interface{}{
+								"@odata.type": "#COMMONbAssembly.v1_0_0.COMMONbAssembly",
+							},
+						},
+					},
+				},
+			},
+		},
+		"/redfish/v1/Managers": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/Managers/1"},
+			},
+		},
+		"/redfish/v1/Managers/1": map[string]interface{}{
+			"Actions": map[string]interface{}{
+				"Oem": map[string]interface{}{
+					"#PublicManager.ExportConfFile": map[string]interface{}{
+						"target": "/redfish/v1/Managers/1/Actions/Oem/Public/ExportConfFile",
+					},
+				},
+			},
+		},
+		"/redfish/v1/UpdateService/FirmwareInventory": map[string]interface{}{
+			"Members": []interface{}{
+				map[string]interface{}{"@odata.id": "/redfish/v1/UpdateService/FirmwareInventory/Front_HDD_CPLD0"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/UpdateService/FirmwareInventory/SCMCPLD"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/UpdateService/FirmwareInventory/CPU0_PVCCD_HV_VR"},
+				map[string]interface{}{"@odata.id": "/redfish/v1/UpdateService/FirmwareInventory/CPU1_PVCCIN_VR"},
+			},
+		},
+	}
+
+	signals := CollectSignalsFromTree(tree)
+	match := MatchProfiles(signals)
+
+	if match.Mode != ModeMatched {
+		t.Fatalf("expected matched mode, got %q", match.Mode)
+	}
+	assertProfileSelected(t, match, "inspur-group-oem-platforms")
+}
+
+func TestCollectSignalsFromTree_InspurGroupOEMPlatformsDoesNotFalsePositiveOnExampleRawExports(t *testing.T) {
+	examples := []string{
+		"2026-03-18 (G5500 V7) - 210619KUGGXGS2000015.zip",
+		"2026-03-11 (SYS-821GE-TNHR) - A514359X5C08846.zip",
+		"2026-03-15 (CG480-S5063) - P5T0006091.zip",
+		"2026-03-18 (CG290-S3063) - PAT0011258.zip",
+		"2024-04-25 (AS -4124GQ-TNMI) - S490387X4418273.zip",
+	}
+	for _, name := range examples {
+		t.Run(name, func(t *testing.T) {
+			tree := loadRawExportTreeFromExampleZip(t, name)
+			match := MatchProfiles(CollectSignalsFromTree(tree))
+			assertProfileNotSelected(t, match, "inspur-group-oem-platforms")
+		})
+	}
+}
+
+func loadRawExportTreeFromExampleZip(t *testing.T, name string) map[string]interface{} {
+	t.Helper()
+	path := filepath.Join("..", "..", "..", "example", name)
+	f, err := os.Open(path)
+	if err != nil {
+		t.Fatalf("open example zip %s: %v", path, err)
+	}
+	defer f.Close()
+
+	info, err := f.Stat()
+	if err != nil {
+		t.Fatalf("stat example zip %s: %v", path, err)
+	}
+
+	zr, err := zip.NewReader(f, info.Size())
+	if err != nil {
+		t.Fatalf("read example zip %s: %v", path, err)
+	}
+	for _, file := range zr.File {
+		if file.Name != "raw_export.json" {
+			continue
+		}
+		rc, err := file.Open()
+		if err != nil {
+			t.Fatalf("open %s in %s: %v", file.Name, path, err)
+		}
+		defer rc.Close()
+		var payload struct {
+			Source struct {
+				RawPayloads struct {
+					RedfishTree map[string]interface{} `json:"redfish_tree"`
+				} `json:"raw_payloads"`
+			} `json:"source"`
+		}
+		if err := json.NewDecoder(rc).Decode(&payload); err != nil {
+			t.Fatalf("decode raw_export.json from %s: %v", path, err)
+		}
+		if len(payload.Source.RawPayloads.RedfishTree) == 0 {
+			t.Fatalf("example %s has empty redfish_tree", path)
+		}
+		return payload.Source.RawPayloads.RedfishTree
+	}
+	t.Fatalf("raw_export.json not found in %s", path)
+	return nil
+}

internal/collector/redfishprofile/profiles_common.go

@@ -55,6 +55,7 @@ func BuiltinProfiles() []Profile {
 		msiProfile(),
 		supermicroProfile(),
 		dellProfile(),
+		inspurGroupOEMPlatformsProfile(),
 		hgxProfile(),
 		xfusionProfile(),
 	}

internal/collector/redfishprofile/signals.go

@@ -2,7 +2,14 @@ package redfishprofile
 
 import "strings"
 
-func CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc map[string]interface{}, resourceHints []string) MatchSignals {
+func CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc map[string]interface{}, resourceHints []string, hintDocs ...map[string]interface{}) MatchSignals {
+	resourceHints = append([]string{}, resourceHints...)
+	docHints := make([]string, 0)
+	for _, doc := range append([]map[string]interface{}{serviceRootDoc, systemDoc, chassisDoc, managerDoc}, hintDocs...) {
+		embeddedPaths, embeddedHints := collectDocSignalHints(doc)
+		resourceHints = append(resourceHints, embeddedPaths...)
+		docHints = append(docHints, embeddedHints...)
+	}
 	signals := MatchSignals{
 		ServiceRootVendor:   lookupString(serviceRootDoc, "Vendor"),
 		ServiceRootProduct:  lookupString(serviceRootDoc, "Product"),
@@ -13,6 +20,7 @@ func CollectSignals(serviceRootDoc, systemDoc, chassisDoc, managerDoc map[string
 		ChassisModel:        lookupString(chassisDoc, "Model"),
 		ManagerManufacturer: lookupString(managerDoc, "Manufacturer"),
 		ResourceHints:       resourceHints,
+		DocHints:            docHints,
 	}
 	signals.OEMNamespaces = dedupeSorted(append(
 		oemNamespaces(serviceRootDoc),
@@ -50,6 +58,7 @@ func CollectSignalsFromTree(tree map[string]interface{}) MatchSignals {
 	managerPath := memberPath("/redfish/v1/Managers", "/redfish/v1/Managers/1")
 
 	resourceHints := make([]string, 0, len(tree))
+	hintDocs := make([]map[string]interface{}, 0, len(tree))
 	for path := range tree {
 		path = strings.TrimSpace(path)
 		if path == "" {
@@ -57,6 +66,13 @@ func CollectSignalsFromTree(tree map[string]interface{}) MatchSignals {
 		}
 		resourceHints = append(resourceHints, path)
 	}
+	for _, v := range tree {
+		doc, ok := v.(map[string]interface{})
+		if !ok {
+			continue
+		}
+		hintDocs = append(hintDocs, doc)
+	}
 
 	return CollectSignals(
 		getDoc("/redfish/v1"),
@@ -64,9 +80,72 @@ func CollectSignalsFromTree(tree map[string]interface{}) MatchSignals {
 		getDoc(chassisPath),
 		getDoc(managerPath),
 		resourceHints,
+		hintDocs...,
 	)
 }
 
+func collectDocSignalHints(doc map[string]interface{}) ([]string, []string) {
+	if len(doc) == 0 {
+		return nil, nil
+	}
+	paths := make([]string, 0)
+	hints := make([]string, 0)
+	var walk func(any)
+	walk = func(v any) {
+		switch x := v.(type) {
+		case map[string]interface{}:
+			for rawKey, child := range x {
+				key := strings.TrimSpace(rawKey)
+				if key != "" {
+					hints = append(hints, key)
+				}
+				if s, ok := child.(string); ok {
+					s = strings.TrimSpace(s)
+					if s != "" {
+						switch key {
+						case "@odata.id", "target":
+							paths = append(paths, s)
+						case "@odata.type":
+							hints = append(hints, s)
+						default:
+							if isInterestingSignalString(s) {
+								hints = append(hints, s)
+								if strings.HasPrefix(s, "/") {
+									paths = append(paths, s)
+								}
+							}
+						}
+					}
+				}
+				walk(child)
+			}
+		case []interface{}:
+			for _, child := range x {
+				walk(child)
+			}
+		}
+	}
+	walk(doc)
+	return paths, hints
+}
+
+func isInterestingSignalString(s string) bool {
+	switch {
+	case strings.HasPrefix(s, "/"):
+		return true
+	case strings.HasPrefix(s, "#"):
+		return true
+	case strings.Contains(s, "COMMONb"):
+		return true
+	case strings.Contains(s, "EnvironmentMetrcs"):
+		return true
+	case strings.Contains(s, "GetServerAllUSBStatus"):
+		return true
+	default:
+		return false
+	}
+}
+
 func lookupString(doc map[string]interface{}, key string) string {
 	if len(doc) == 0 {
 		return ""

internal/collector/redfishprofile/types.go

@@ -17,6 +17,7 @@ type MatchSignals struct {
 	ManagerManufacturer string
 	OEMNamespaces       []string
 	ResourceHints       []string
+	DocHints            []string
 }
 
 type AcquisitionPlan struct {
@@ -110,12 +111,12 @@ type AnalysisDirectives struct {
 }
 
 type ResolvedAnalysisPlan struct {
-	Match                            MatchResult
+	Match                          MatchResult
-	Directives                       AnalysisDirectives
+	Directives                     AnalysisDirectives
-	Notes                            []string
+	Notes                          []string
-	ProcessorGPUChassisLookupModes   []string
+	ProcessorGPUChassisLookupModes []string
-	KnownStorageDriveCollections     []string
+	KnownStorageDriveCollections   []string
-	KnownStorageVolumeCollections    []string
+	KnownStorageVolumeCollections  []string
 }
 
 type Profile interface {
@@ -146,6 +147,7 @@ type ProfileScore struct {
 func normalizeSignals(signals MatchSignals) MatchSignals {
 	signals.OEMNamespaces = dedupeSorted(signals.OEMNamespaces)
 	signals.ResourceHints = dedupeSorted(signals.ResourceHints)
+	signals.DocHints = dedupeSorted(signals.DocHints)
 	return signals
 }