Files
cocos/agent/service.go
T
Sammy Kerata Oina da31d76c94
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NOISSUE - Agent Pull mode for remote resources (#575)
* feat(kbs): implement KBS client for attestation and resource retrieval

- Added KBS client implementation in pkg/kbs/client.go with methods for attestation and resource retrieval.
- Introduced necessary data structures for requests and responses.
- Implemented error handling for various scenarios.

test(kbs): add unit tests for KBS client

- Created comprehensive tests for the KBS client in pkg/kbs/client_test.go.
- Included tests for attestation success and failure cases, as well as resource retrieval.

feat(registry): introduce HTTP and S3 registry implementations

- Added HTTPRegistry for downloading resources over HTTP/HTTPS with retry logic in pkg/registry/http.go.
- Implemented S3Registry for downloading resources from AWS S3 and S3-compatible services in pkg/registry/s3.go.
- Included error handling and configuration options for both registries.

chore(registry): define registry interface and configuration

- Created registry interface and configuration struct in pkg/registry/registry.go.
- Added default configuration settings for registry clients.

docs(cvms): update README for CVMS server configuration and usage

- Enhanced documentation for CVMS server with detailed command-line flags and usage examples.
- Clarified direct upload and remote resource modes, including KBS integration.

fix(cvms): integrate KBS for remote resource handling in main.go

- Updated main.go to support remote datasets and algorithms using KBS.
- Added validation for command-line flags to ensure proper configuration.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: Move ifeq conditional outside define block in attestation-service.mk

Make conditionals cannot be evaluated inside define...endef blocks
when used as recipe bodies. Restructured to define the
ATTESTATION_SERVICE_INSTALL_INIT_SYSTEMD block conditionally based
on BR2_PACKAGE_CC_ATTESTATION_AGENT configuration.

* feat: Implement remote resource downloading for algorithms and datasets using AWS S3/MinIO credentials.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Add comprehensive documentation and agent support for testing remote resource download with KBS attestation.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Improve agent logging for remote resource configuration and KBS status, and add a testing guide for remote resource downloads with KBS attestation.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Add a comprehensive guide for testing remote resource download with KBS attestation and update multiple package versions to a specific commit.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Add failure transitions for resource reception states and a comprehensive guide for testing remote resource downloads with KBS attestation.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Implement remote resource download with KBS attestation in the agent and add a comprehensive testing guide.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* test: Add comprehensive guide for testing remote resource download with KBS attestation and include a debug log in the attestation client.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Delegate KBS attestation and token retrieval to a new attestation-agent service and document remote resource testing.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* client fixes

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* raw evidence

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: Build all Go files in cmd directories, not just main.go

This fixes the issue where fetch_raw_evidence.go wasn't being included
in the attestation-service build.

* fix: Wrap binary evidence in JSON for KBS compatibility

Fixes 'invalid character' error by wrapping raw binary evidence
in a JSON structure with base64 encoding, as expected by KBS.

* chore: Update buildroot packages to c28cefae

Includes fixes for:
1. attestation-service build (including fetch_raw_evidence.go)
2. Agent KBS evidence format (wrapping binary in JSON)

* fix: Implement KBS RCAR handshake with cookies

Fixes 'cookie not found' error (401) from KBS by:
1. Adding CookieJar support to KBS client
2. Implementing GetChallenge() to perform /auth handshake and capture session cookie
3. Updating Agent to get challenge, decode nonce, and use it for evidence generation
4. Regenerating mocks

* chore: Update buildroot packages to f6981ac5

Includes KBS RCAR handshake fix (cookie support + GetChallenge loop)

* fix: Update KBS client JSON tags to kebab-case

Fixes deserialization error (401) from KBS by:
1. Using kebab-case (e.g. extra-params) for JSON tags as per protocol.
2. Initializing ExtraParams as empty object {} instead of null/omitted.

* fix: Wrap attestation evidence in primary_evidence format

Updates Agent to construct 'tee-evidence' payload with:
- primary_evidence: containing the actual quote/data
- additional_evidence: empty JSON object

This matches the Confidential Containers KBS Attestation Protocol requirements.

* fix: Update KBS protocol version to 0.4.0

KBS rejected 0.1.0 with a version mismatch error. Bumping to 0.4.0 to match server expectation.

* fix: Generate ephemeral key for KBS RuntimeData

Updates RuntimeData to include a valid ephemeral EC P-256 public key in JWK format, as required by the KBS RCAR protocol.
Also fixes the KBS client struct to support TEEPubKey as an object.

* fix: Update sample attestation quote to valid JSON

The default attestation.bin was binary, but the KBS Sample Verifier expects a valid JSON quote containing 'svn' and 'report_data'.
Updated the embedded bin file to contain this JSON structure.

* fix: Generate dynamic JSON quote for Sample TEE in FetchRawEvidence

The KBS Sample Verifier expects a JSON object with 'svn' and 'report_data'.
Previously, we were returning raw binary data (reportData+nonce).
This commit updates FetchRawEvidence to return a marshaled JSON structure with:
- svn: "1"
- report_data: base64(req.ReportData)

* refactor: Delegate Sample Attestation to Provider

Refactored sample attestation logic:
- Moved JSON Quote generation into EmptyProvider (standalone mode).
- Updated FetchRawEvidence to call provider.TeeAttestation instead of manual generation.
This enables using the real CC Attestation Agent for UNSPECIFIED platform if configured.

* feat: Add comprehensive debug logging and enforce CC AA usage

Changes:
- Updated EmptyProvider to return error instead of generating mock data
  This forces proper use of CC Attestation Agent's sample attester
- Added detailed logging to attestation-service FetchRawEvidence:
  * Hex dump of evidence (first 200 bytes)
  * String preview of evidence
  * Total evidence length
- Added detailed logging to agent service:
  * Raw evidence hex and string previews
  * KBS evidence JSON preview (first 500 bytes)
  * Evidence lengths at each transformation step

This logging will help diagnose why KBS Sample Verifier is rejecting evidence.

* fix: Enable CC AA by default and add attestation-service log forwarding

Changes:
- Set USE_CC_ATTESTATION_AGENT=true by default in systemd service
- Added StandardOutput/StandardError to forward logs to /var/log/cocos/
- Updated HAL makefile to handle new default value
- This ensures attestation-service uses CC AA's sample attester
- Logs will now be visible in CVMS output for debugging

* feat: Add gRPC log forwarding to attestation-service

Implemented the same log forwarding mechanism used by the agent:
- Added ProtoHandler to write logs to both stdout and logQueue
- Connected to log client (/run/cocos/log.sock) for gRPC forwarding
- Added goroutine to forward logs to CVMS via log client
- Logs will now appear in CVMS output during computation runs

This enables visibility into attestation-service debug output including:
- CC AA connection status
- Evidence generation details (hex dumps, string previews)
- Any errors from providers

* fix: Parse sample evidence JSON instead of base64-encoding it

The attestation-service returns sample evidence as JSON:
{"svn":"1","report_data":"base64..."}

The agent was incorrectly base64-encoding this JSON string again.
KBS Sample Verifier expects the parsed JSON object directly.

Fixed by:
- Parsing the JSON evidence from attestation-service
- Passing the parsed object directly in primary_evidence.evidence
- This matches what KBS Sample Verifier expects

* debug: Increase KBS evidence logging preview to 1000 bytes

Show the complete JSON structure being sent to KBS to debug
the attestation failure.

* debug: Add comprehensive CC AA configuration logging

Added debug logs to show:
- Whether CC AA is enabled in config
- CC AA address being used
- Connection success/failure
- Which provider is ultimately selected
- Warning when falling back to EmptyProvider

This will help diagnose why EmptyProvider is being used
instead of CC Attestation Agent.

* debug: Add startup logging for log client connection

Added log message to show if log client connection succeeds
at attestation-service startup. This will help diagnose why
logs aren't appearing in CVMS output.

* feat: Add retry logic with exponential backoff to log client

Added simple retry mechanism to handle concurrent log requests:
- 3 retry attempts with exponential backoff (10ms, 20ms, 40ms)
- Applies to both SendLog and SendEvent methods
- Centralized in log client so all services benefit
- Should eliminate 'failed to send log' errors from concurrent requests

This fixes the issue where attestation-service logs weren't
appearing in CVMS output due to dropped messages.

* fix: Flatten sample evidence fields in primary_evidence for KBS

KBS Sample Verifier expects svn and report_data at the top level
of primary_evidence, not nested under an 'evidence' key.

Changed structure from:
{"primary_evidence": {"tee": "sample", "evidence": {"svn": "1", ...}}}

To:
{"primary_evidence": {"tee": "sample", "svn": "1", "report_data": "...", ...}}

This matches what KBS expects when deserializing the Quote structure.

* fix: Use sample quote directly as primary_evidence per KBS protocol

According to KBS attestation protocol spec, for sample TEE type,
primary_evidence should be the sample quote JSON directly:
{"svn": "1", "report_data": "..."}

Removed extra 'tee' and 'platform' fields that were causing KBS
to fail deserializing the Quote structure. The 'tee' field is
already sent in the Request payload during RCAR handshake.

Refs:
- https://github.com/confidential-containers/trustee/blob/main/kbs/docs/kbs_attestation_protocol.md
- https://github.com/confidential-containers/guest-components/blob/main/attestation-agent/attester/src/sample/mod.rs

* fix: Make CC AA required for sample attestation when configured

When USE_CC_ATTESTATION_AGENT=true, attestation-service now
requires AA to be available for NoCC/sample platform. This ensures
sample evidence always comes from AA with the correct KBS format.

Changes:
- Error out if AA connection fails for NoCC platform when AA is configured
- Only use EmptyProvider if AA is explicitly NOT configured
- Prevents incorrect sample evidence format from EmptyProvider

This ensures attestation-service delegates to AA for sample evidence
generation instead of creating it itself.

* fix: Implement proper RCAR protocol with tee-pubkey and runtime-data hash

Fixed KBS attestation error 'REPORT_DATA is different from that in Sample Quote'

Changes:
1. Generate ephemeral EC key pair BEFORE getting evidence from AA
2. Create runtime-data with nonce + tee-pubkey (JWK format)
3. Hash runtime-data (SHA-256) and use as report_data for AA
4. This binds the tee-pubkey to the TEE evidence per RCAR protocol

The report_data in the evidence now matches what KBS expects:
hash(runtime-data) instead of computation ID.

This completes the full RCAR protocol implementation:
- Request → Challenge → Attestation (with bound tee-pubkey) → Response

* fix(agent): use simple nonce for Sample attestation report_data

For Sample/NoCC attestation, use the raw nonce bytes directly as
report_data instead of hashing runtime-data. This avoids JSON
serialization mismatches with the KBS Sample verifier.

Real TEEs (TDX/SNP) still use runtime-data hash binding to
cryptographically bind the ephemeral tee-pubkey to the evidence.

* fix(agent): use RFC 8785 canonical JSON for runtime-data hashing

The KBS Sample attestation verifier (and likely others) expects the
report_data to be the SHA-256 hash of the *canonical* JSON serialization
(RFC 8785) of the runtime-data. Standard Go JSON marshaling does not
guarantee key ordering, leading to hash mismatches.

This change uses github.com/gowebpki/jcs to canonicalize the runtime-data
before hashing, ensuring compatibility with the KBS RCAR implementation.
Also reverted the temporary 'simple nonce' workaround.

* feat(hal): add CoCo Keyprovider and Skopeo packages

- Add coco-keyprovider buildroot package with systemd service
- Add skopeo buildroot package for OCI image handling
- Add ocicrypt_keyprovider.conf for encrypted image decryption
- Update Config.in to include new packages

This enables standard CoCo ecosystem integration for encrypted
OCI images instead of custom S3/HTTP registry clients.

* feat(oci): add OCI image handling package with Skopeo integration

- Add pkg/oci/types.go with ResourceSource and ImageManifest types
- Add pkg/oci/skopeo.go with Skopeo wrapper for pull/decrypt
- Add pkg/oci/extract.go for extracting algorithms and datasets from layers

This package provides OCI image handling using Skopeo and CoCo
Keyprovider for encrypted image decryption, replacing custom
S3/HTTP registry clients.

* chore: regenerate protobuf files for updated cvms.proto

* refactor(agent): replace S3/HTTP/KBS with OCI package

- Remove pkg/kbs and pkg/registry imports
- Add pkg/oci import for OCI image handling
- Replace downloadAndDecryptResource with OCI-based implementation
- Use Skopeo + CoCo Keyprovider for automatic decryption
- Reduce code from ~240 lines to ~70 lines

This eliminates custom KBS RCAR handshake, S3/HTTP registry clients,
and manual decryption logic. CoCo Keyprovider handles all decryption
automatically via ocicrypt protocol.

* chore: remove obsolete pkg/kbs and pkg/registry packages

- Delete pkg/kbs/ (custom KBS client, ~300 lines)
- Delete pkg/registry/ (S3/HTTP registry clients, ~400 lines)
- Remove unused imports from agent/service.go
- Run go mod tidy to clean up dependencies

These packages have been replaced by pkg/oci with Skopeo and
CoCo Keyprovider for standard CoCo ecosystem integration.

* fix(agent): update ResourceSource struct to include type and encryption fields

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix(hal): update CoCo Keyprovider to v0.16.0 and fix build path

- Update version from v0.11.0 to v0.16.0 (matches attestation agent)
- Fix install path: target is at repo root, not in coco_keyprovider subdir
- This fixes the build error where coco_keyprovider binary wasn't found

The cargo workspace in guest-components builds to a shared target/
directory at the repository root, not within each crate's subdirectory.

* feat: Update remote resources testing guide to use kbs-client and coco-keyprovider for key management and encryption, enable insecure TLS for Skopeo, and enhance CVMS with

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Update component versions, revise image encryption documentation, and sanitize OCI image paths for Skopeo compatibility.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Add `decompress` option to Dataset and `algo_type`/`algo_args` to Algorithm protobuf messages, updating client, test, and build configurations.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* Update multiple package versions and enhance OCI image extraction error reporting for missing algorithm files.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* chore: Bump package versions, improve OCI image extraction debugging by returning seen files, and remove unused dataset type parsing from test code.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* refactor: Migrate OCI extraction to use structured logging with `slog` and `context`, and update package versions.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Bump multiple component versions, add encrypted status for computation inputs and algorithms, and refine OCI layer extraction warnings.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* logging

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: Add `Encrypted` field to algorithm and dataset resource sources and update all component versions.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: update component versions, integrate coco-keyprovider service, and configure ocicrypt key provider.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: add support for KBS parameters and dataset/algorithm hash calculations in CVMS

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: update resource download and extraction logic to support requirements.txt and improve hash verification

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* chore: Update dependencies, improve code style, and add GetRawEvidence to attestation client mocks.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* Refactor code structure for improved readability and maintainability

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: update golangci configuration to include errcheck for build path and remove unnecessary exclusions

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: streamline kernel command line handling in QEMU args construction

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* feat: add attestation binary and update checksum tests and policy structure

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* Add unit tests for attestation agent, attestation, log, crypto, OCI, and Skopeo clients

- Implement tests for the attestation agent client including Unix socket and TCP address handling, token retrieval, and error scenarios.
- Enhance attestation client tests to cover fetching raw evidence for various platforms (SNP, TDX, VTPM, SNPvTPM) and validate error handling.
- Introduce log client tests to verify retry behavior for sending logs and events.
- Create comprehensive tests for crypto package focusing on AES-GCM decryption, encrypted resource parsing, and key unwrapping.
- Add tests for OCI package to validate algorithm and dataset extraction, including JSON serialization of OCILayout.
- Implement Skopeo client tests to ensure proper functionality for image pulling, inspecting, and resource source handling.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: handle JSON marshal errors in test cases for decrypt and extract functions

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* test: add comprehensive tests for algorithm and dataset extraction with various scenarios

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* refactor: replace hardcoded Python script content with constant variable

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* fix: remove redundant mock expectation for SendAgentConfig in TestCreateVMWithAaKbsParams

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* test: add tests for event sending failure, dataset extraction with path traversal, and Skopeo client behavior

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* test: add tests for download and decryption of resources with various URL formats

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* refactor: Introduce OCIClient interface for agent service to improve testability of OCI image operations and enhance related tests.

Signed-off-by: Sammy Oina <sammyoina@gmail.com>

* refactor: Change `get_uint64_from_tcb` to accept `TcbVersion` by value and use `u64::from` for type conversions.

---------

Signed-off-by: Sammy Oina <sammyoina@gmail.com>
2026-03-16 14:48:55 +01:00

939 lines
29 KiB
Go

// Copyright (c) Ultraviolet
// SPDX-License-Identifier: Apache-2.0
package agent
import (
"context"
"encoding/json"
"fmt"
"log/slog"
"os"
"os/exec"
"path/filepath"
"slices"
"strings"
sync "sync"
"time"
"github.com/absmach/supermq/pkg/errors"
"github.com/ultravioletrs/cocos/agent/algorithm"
"github.com/ultravioletrs/cocos/agent/events"
runnerpb "github.com/ultravioletrs/cocos/agent/runner"
"github.com/ultravioletrs/cocos/agent/statemachine"
"github.com/ultravioletrs/cocos/internal"
"github.com/ultravioletrs/cocos/pkg/attestation"
"github.com/ultravioletrs/cocos/pkg/attestation/vtpm"
attestation_client "github.com/ultravioletrs/cocos/pkg/clients/grpc/attestation"
runner_client "github.com/ultravioletrs/cocos/pkg/clients/grpc/runner"
"github.com/ultravioletrs/cocos/pkg/oci"
"golang.org/x/crypto/sha3"
)
var _ Service = (*agentService)(nil)
//go:generate stringer -type=AgentState
type AgentState int
const (
Idle AgentState = iota
ReceivingManifest
ReceivingAlgorithm
ReceivingData
Running
ConsumingResults
Complete
Failed
)
//go:generate stringer -type=AgentEvent
type AgentEvent int
const (
Start AgentEvent = iota
ManifestReceived
AlgorithmReceived
DataReceived
RunComplete
ResultsConsumed
RunFailed
)
//go:generate stringer -type=Status
type Status uint8
const (
IdleState Status = iota
InProgress
Ready
Completed
Terminated
Warning
Starting
)
const (
algoFilePermission = 0o700
)
var (
ImaMeasurementsFilePath = "/sys/kernel/security/integrity/ima/ascii_runtime_measurements"
ImaPcrIndex = 10
)
var (
// ErrMalformedEntity indicates malformed entity specification (e.g.
// invalid username or password).
ErrMalformedEntity = errors.New("malformed entity specification")
// ErrUnauthorizedAccess indicates missing or invalid credentials provided
// when accessing a protected resource.
ErrUnauthorizedAccess = errors.New("missing or invalid credentials provided")
// ErrUndeclaredAlgorithm indicates algorithm was not declared in computation manifest.
ErrUndeclaredDataset = errors.New("dataset not declared in computation manifest")
// ErrAllManifestItemsReceived indicates no new computation manifest items expected.
ErrAllManifestItemsReceived = errors.New("all expected manifest Items have been received")
// ErrUndeclaredConsumer indicates the consumer requesting results in not declared in computation manifest.
ErrUndeclaredConsumer = errors.New("result consumer is undeclared in computation manifest")
// ErrResultsNotReady indicates the computation results are not ready.
ErrResultsNotReady = errors.New("computation results are not yet ready")
// ErrStateNotReady agent received a request in the wrong state.
ErrStateNotReady = errors.New("agent not expecting this operation in the current state")
// ErrHashMismatch provided algorithm/dataset does not match hash in manifest.
ErrHashMismatch = errors.New("malformed data, hash does not match manifest")
// ErrFileNameMismatch provided dataset filename does not match filename in manifest.
ErrFileNameMismatch = errors.New("malformed data, filename does not match manifest")
// ErrAllResultsConsumed indicates all results have been consumed.
ErrAllResultsConsumed = errors.New("all results have been consumed by declared consumers")
// ErrAttestationFailed attestation failed.
ErrAttestationFailed = errors.New("failed to get raw quote")
// ErrAttestationVTpmFailed vTPM attestation failed.
ErrAttestationVTpmFailed = errors.New("failed to get vTPM quote")
// ErrFetchAzureToken azure token fetch failed.
ErrFetchAzureToken = errors.New("failed to get azure token")
// ErrAttType indicates that the attestation type that is requested does not exist or is not supported.
ErrAttestationType = errors.New("attestation type does not exist or is not supported")
)
// Service specifies an API that must be fullfiled by the domain service
// implementation, and all of its decorators (e.g. logging & metrics).
type Service interface {
InitComputation(ctx context.Context, cmp Computation) error
StopComputation(ctx context.Context) error
Algo(ctx context.Context, algorithm Algorithm) error
Data(ctx context.Context, dataset Dataset) error
Result(ctx context.Context) ([]byte, error)
Attestation(ctx context.Context, reportData [vtpm.SEVNonce]byte, nonce [vtpm.Nonce]byte, attType attestation.PlatformType) ([]byte, error)
IMAMeasurements(ctx context.Context) ([]byte, []byte, error)
AzureAttestationToken(ctx context.Context, nonce [vtpm.Nonce]byte) ([]byte, error)
State() string
}
type OCIClient interface {
PullAndDecrypt(ctx context.Context, source oci.ResourceSource, destDir string) error
}
type agentService struct {
mu sync.Mutex
computation Computation // Holds the current computation request details.
runnerClient runner_client.Client
algoType string
algoArgs []string
algoRequirements []byte
algoReceived bool
result []byte // Stores the result of the computation.
sm statemachine.StateMachine // Manages the state transitions of the agent service.
runError error // Stores any error encountered during the computation run.
eventSvc events.Service // Service for publishing events related to computation.
attestationClient attestation_client.Client // Client for attestation service.
logger *slog.Logger // Logger for the agent service.
resultsConsumed bool // Indicates if the results have been consumed.
cancel context.CancelFunc // Cancels the computation context.
vmpl int // VMPL at which the Agent is running.
ociClient OCIClient
}
var _ Service = (*agentService)(nil)
// New instantiates the agent service implementation.
func New(ctx context.Context, logger *slog.Logger, eventSvc events.Service, attestationClient attestation_client.Client, runnerClient runner_client.Client, vmlp int) Service {
sm := statemachine.NewStateMachine(Idle)
ctx, cancel := context.WithCancel(ctx)
svc := &agentService{
sm: sm,
eventSvc: eventSvc,
attestationClient: attestationClient,
runnerClient: runnerClient,
logger: logger,
cancel: cancel,
vmpl: vmlp,
}
workDir := filepath.Join(os.TempDir(), "cocos-oci")
skopeoClient, err := oci.NewSkopeoClient(workDir)
if err != nil {
logger.Warn("failed to create Skopeo client", "error", err)
}
svc.ociClient = skopeoClient
transitions := []statemachine.Transition{
{From: Idle, Event: Start, To: ReceivingManifest},
{From: ReceivingManifest, Event: ManifestReceived, To: ReceivingAlgorithm},
}
transitions = append(transitions, []statemachine.Transition{
{From: ReceivingAlgorithm, Event: RunFailed, To: Failed},
{From: ReceivingData, Event: RunFailed, To: Failed},
{From: Running, Event: RunComplete, To: ConsumingResults},
{From: Running, Event: RunFailed, To: Failed},
{From: ConsumingResults, Event: ResultsConsumed, To: Complete},
}...)
for _, t := range transitions {
sm.AddTransition(t)
}
sm.SetAction(ReceivingAlgorithm, svc.downloadAlgorithmIfRemote)
sm.SetAction(ReceivingData, svc.downloadDatasetsIfRemote)
sm.SetAction(Running, svc.runComputation)
sm.SetAction(ConsumingResults, svc.publishEvent(Ready.String()))
sm.SetAction(Complete, svc.publishEvent(Completed.String()))
sm.SetAction(Failed, svc.publishEvent(Failed.String()))
go func() {
if err := sm.Start(ctx); err != nil {
logger.Error(err.Error())
}
}()
time.Sleep(100 * time.Millisecond)
sm.SendEvent(Start)
time.Sleep(100 * time.Millisecond)
return svc
}
func (as *agentService) State() string {
return as.sm.GetState().String()
}
func (as *agentService) InitComputation(ctx context.Context, cmp Computation) error {
if as.sm.GetState() != ReceivingManifest {
return ErrStateNotReady
}
defer as.sm.SendEvent(ManifestReceived)
as.mu.Lock()
defer as.mu.Unlock()
as.computation = cmp
// Debug: Log manifest details
as.logger.Info("received computation manifest",
"computation_id", cmp.ID,
"kbs_enabled", cmp.KBS.Enabled,
"kbs_url", cmp.KBS.URL,
"algo_has_source", cmp.Algorithm.Source != nil,
"dataset_count", len(cmp.Datasets))
if cmp.Algorithm.Source != nil {
as.logger.Info("algorithm remote source configured",
"url", cmp.Algorithm.Source.URL,
"kbs_resource_path", cmp.Algorithm.Source.KBSResourcePath)
} else {
as.logger.Info("algorithm remote source NOT configured - will wait for direct upload")
}
if cmp.KBS.Enabled {
as.logger.Info("KBS is ENABLED", "url", cmp.KBS.URL)
} else {
as.logger.Info("KBS is NOT ENABLED")
}
for i, d := range cmp.Datasets {
if d.Source != nil {
as.logger.Info("dataset remote source configured",
"index", i,
"filename", d.Filename,
"url", d.Source.URL,
"kbs_resource_path", d.Source.KBSResourcePath)
}
}
transitions := []statemachine.Transition{}
if len(cmp.Datasets) == 0 {
transitions = append(transitions, statemachine.Transition{From: ReceivingAlgorithm, Event: AlgorithmReceived, To: Running})
} else {
transitions = append(transitions, statemachine.Transition{From: ReceivingAlgorithm, Event: AlgorithmReceived, To: ReceivingData})
transitions = append(transitions, statemachine.Transition{From: ReceivingData, Event: DataReceived, To: Running})
}
for _, t := range transitions {
as.sm.AddTransition(t)
}
return nil
}
func (as *agentService) StopComputation(ctx context.Context) error {
as.mu.Lock()
defer as.mu.Unlock()
as.eventSvc.SendEvent(as.computation.ID, "Stopped", "Stopped", json.RawMessage{})
as.cancel()
if _, err := as.runnerClient.Stop(ctx, &runnerpb.StopRequest{ComputationId: as.computation.ID}); err != nil {
as.logger.Warn("failed to stop runner", "error", err)
// proceed to cleanup
}
if err := os.RemoveAll(algorithm.DatasetsDir); err != nil {
return fmt.Errorf("error removing datasets directory: %v", err)
}
if err := os.RemoveAll(algorithm.ResultsDir); err != nil {
return fmt.Errorf("error removing results directory: %v", err)
}
as.sm.Reset(Idle)
as.computation = Computation{}
as.algoReceived = false
as.algoType = ""
as.algoArgs = nil
as.algoRequirements = nil
as.result = nil
as.runError = nil
as.resultsConsumed = false
ctx, cancel := context.WithCancel(ctx)
as.cancel = cancel
go func() {
if err := as.sm.Start(ctx); err != nil {
as.logger.Error(err.Error())
}
}()
time.Sleep(100 * time.Millisecond)
as.sm.SendEvent(Start)
time.Sleep(100 * time.Millisecond)
return nil
}
// downloadAlgorithmIfRemote automatically downloads the algorithm if it has a remote source.
// This is called as an action when entering the ReceivingAlgorithm state.
func (as *agentService) downloadAlgorithmIfRemote(state statemachine.State) {
as.publishEvent(InProgress.String())(state)
as.mu.Lock()
defer as.mu.Unlock()
// Debug: Log decision point
as.logger.Info("checking if algorithm should be downloaded automatically",
"algo_has_source", as.computation.Algorithm.Source != nil,
"kbs_enabled", as.computation.KBS.Enabled)
// Check if algorithm should be downloaded from remote source
if as.computation.Algorithm.Source != nil && as.computation.KBS.Enabled {
as.logger.Info("downloading algorithm from remote source",
"url", as.computation.Algorithm.Source.URL,
"kbs_resource_path", as.computation.Algorithm.Source.KBSResourcePath)
// Use background context for download operation
ctx := context.Background()
res, err := as.downloadAndDecryptResource(ctx, as.computation.Algorithm.Source, "algorithm")
if err != nil {
as.runError = fmt.Errorf("failed to download and decrypt algorithm: %w", err)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
// Verify hash
hash := sha3.Sum256(res.Data)
if hash != as.computation.Algorithm.Hash {
as.runError = fmt.Errorf("algorithm hash mismatch: expected %x, got %x", as.computation.Algorithm.Hash, hash)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
// Write algorithm to file
currentDir, err := os.Getwd()
if err != nil {
as.runError = fmt.Errorf("error getting current directory: %w", err)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
// If a source directory is available (e.g. from OCI extraction), copy all files
if res.SourceDir != "" {
as.logger.Info("copying extracted algorithm directory", "src", res.SourceDir, "dst", currentDir)
// Simple recursive copy (using shell cp for simplicity and reliability on Linux)
// Ensure we copy contents of SourceDir into currentDir
// Simple recursive copy (using shell cp for simplicity and reliability on Linux)
// Ensure we copy contents of SourceDir into currentDir
cmd := exec.Command("cp", "-r", res.SourceDir+"/.", currentDir)
if out, err := cmd.CombinedOutput(); err != nil {
as.runError = fmt.Errorf("error copying algorithm directory: %v, output: %s", err, out)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
}
f, err := os.Create(filepath.Join(currentDir, "algo"))
if err != nil {
as.runError = fmt.Errorf("error creating algorithm file: %w", err)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
if _, err := f.Write(res.Data); err != nil {
as.runError = fmt.Errorf("error writing algorithm to file: %w", err)
as.logger.Error(as.runError.Error())
f.Close()
as.sm.SendEvent(RunFailed)
return
}
if err := os.Chmod(f.Name(), algoFilePermission); err != nil {
as.runError = fmt.Errorf("error changing file permissions: %w", err)
as.logger.Error(as.runError.Error())
f.Close()
as.sm.SendEvent(RunFailed)
return
}
if err := f.Close(); err != nil {
as.runError = fmt.Errorf("error closing file: %w", err)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
as.algoReceived = true
as.algoRequirements = res.Requirements // Store requirements for installation
// Create datasets directory
if err := os.Mkdir(algorithm.DatasetsDir, 0o755); err != nil {
as.runError = fmt.Errorf("error creating datasets directory: %w", err)
as.logger.Error(as.runError.Error())
as.sm.SendEvent(RunFailed)
return
}
as.algoType = as.computation.Algorithm.AlgoType
if as.algoType == "" {
as.algoType = string(algorithm.AlgoTypeBin)
}
as.algoArgs = as.computation.Algorithm.AlgoArgs
as.logger.Info("algorithm downloaded and saved successfully", "type", as.algoType, "has_requirements", len(res.Requirements) > 0)
as.sm.SendEvent(AlgorithmReceived)
} else {
// If no remote source, do nothing - wait for direct upload via Algo() RPC call
as.logger.Info("algorithm automatic download not triggered, waiting for direct upload",
"reason", "no remote source or KBS not enabled")
}
}
// downloadDatasetsIfRemote automatically downloads datasets that have remote sources.
// This is called as an action when entering the ReceivingData state.
func (as *agentService) downloadDatasetsIfRemote(state statemachine.State) {
as.publishEvent(InProgress.String())(state)
as.mu.Lock()
defer as.mu.Unlock()
// Check if any datasets should be downloaded from remote sources
hasRemoteDatasets := false
for _, d := range as.computation.Datasets {
if d.Source != nil && as.computation.KBS.Enabled {
hasRemoteDatasets = true
break
}
}
if !hasRemoteDatasets {
// No remote datasets, wait for direct uploads via Data() RPC calls
return
}
// Download all remote datasets
ctx := context.Background()
for i := len(as.computation.Datasets) - 1; i >= 0; i-- {
d := as.computation.Datasets[i]
if d.Source != nil && as.computation.KBS.Enabled {
as.logger.Info("downloading dataset from remote source", "filename", d.Filename)
res, err := as.downloadAndDecryptResource(ctx, d.Source, "dataset")
if err != nil {
as.logger.Error("failed to download and decrypt dataset", "error", err, "filename", d.Filename)
as.sm.SendEvent(RunFailed)
return
}
// Verify hash
hash := sha3.Sum256(res.Data)
if hash != d.Hash {
as.logger.Error("dataset hash mismatch", "filename", d.Filename)
as.sm.SendEvent(RunFailed)
return
}
// Write dataset to file
f, err := os.Create(fmt.Sprintf("%s/%s", algorithm.DatasetsDir, d.Filename))
if err != nil {
as.logger.Error("error creating dataset file", "error", err, "filename", d.Filename)
as.sm.SendEvent(RunFailed)
return
}
if d.Decompress {
if err := internal.UnzipFromMemory(res.Data, algorithm.DatasetsDir); err != nil {
as.logger.Error("error decompressing dataset", "error", err, "filename", d.Filename)
as.sm.SendEvent(RunFailed)
return
}
} else {
if _, err := f.Write(res.Data); err != nil {
as.logger.Error("error writing dataset to file", "error", err, "filename", d.Filename)
f.Close()
as.sm.SendEvent(RunFailed)
return
}
}
if err := f.Close(); err != nil {
as.logger.Error("error closing file", "error", err, "filename", d.Filename)
as.sm.SendEvent(RunFailed)
return
}
// Remove from pending datasets
as.computation.Datasets = slices.Delete(as.computation.Datasets, i, i+1)
as.logger.Info("dataset downloaded and saved successfully", "filename", d.Filename)
}
}
// If all datasets are downloaded, send DataReceived event
if len(as.computation.Datasets) == 0 {
as.logger.Info("all datasets downloaded successfully")
as.sm.SendEvent(DataReceived)
}
// Otherwise, wait for remaining datasets to be uploaded via Data() RPC calls
}
// DecryptedResource holds the data and metadata of a downloaded and decrypted resource.
type DecryptedResource struct {
Data []byte
Requirements []byte
SourceDir string
}
// downloadAndDecryptResource downloads and decrypts a resource using OCI images and CoCo Keyprovider.
// For OCI images, Skopeo handles download and CoCo Keyprovider handles decryption automatically.
func (as *agentService) downloadAndDecryptResource(ctx context.Context, source *ResourceSource, resourceType string) (*DecryptedResource, error) {
// Determine source type
sourceType := source.Type
if sourceType == "" {
// Infer from URL
if strings.HasPrefix(source.URL, "docker://") || strings.HasPrefix(source.URL, "oci:") {
sourceType = "oci-image"
} else {
return nil, fmt.Errorf("unsupported source URL format: %s (use oci-image type)", source.URL)
}
}
switch sourceType {
case "oci-image":
return as.downloadAndDecryptOCIImage(ctx, source, resourceType)
default:
return nil, fmt.Errorf("unsupported source type: %s", sourceType)
}
}
// downloadAndDecryptOCIImage downloads and decrypts an OCI image using Skopeo and CoCo Keyprovider.
func (as *agentService) downloadAndDecryptOCIImage(ctx context.Context, source *ResourceSource, resourceType string) (*DecryptedResource, error) {
as.logger.Info(fmt.Sprintf("downloading OCI image (url=%s encrypted=%t kbs_path=%s)",
source.URL, source.Encrypted, source.KBSResourcePath))
// Create Skopeo client
if as.ociClient == nil {
return nil, fmt.Errorf("OCI client not initialized")
}
// Create OCI resource source
ociSource := oci.ResourceSource{
Type: oci.ResourceTypeOCIImage,
URI: source.URL,
Encrypted: source.Encrypted,
KBSResourcePath: source.KBSResourcePath,
}
// Pull and decrypt image
// CoCo Keyprovider will automatically handle decryption via ocicrypt
// Sanitize directory name to avoid Skopeo interpreting ':' as tag separator
sanitizedName := strings.ReplaceAll(filepath.Base(source.URL), ":", "_")
destDir := filepath.Join(os.TempDir(), "cocos-oci", "images", sanitizedName)
if err := as.ociClient.PullAndDecrypt(ctx, ociSource, destDir); err != nil {
return nil, fmt.Errorf("failed to pull and decrypt OCI image: %w", err)
}
as.logger.Info("OCI image downloaded and decrypted", "dest", destDir)
// Extract algorithm file from OCI layers
extractDir := filepath.Join(os.TempDir(), "cocos-oci", "extracted", sanitizedName)
var algorithmPath string
var err error
if resourceType == "algorithm" {
algorithmPath, err = oci.ExtractAlgorithm(ctx, as.logger, destDir, extractDir)
if err != nil {
return nil, fmt.Errorf("failed to extract algorithm from OCI image: %w", err)
}
as.logger.Info("algorithm extracted from OCI image", "path", algorithmPath)
} else {
// Assume dataset
files, err := oci.ExtractDataset(destDir, extractDir)
if err != nil || len(files) == 0 {
return nil, fmt.Errorf("failed to extract dataset from OCI image: %w", err)
}
// For now, take the first file found.
// nolint:godox // TODO: Handle multiple files / directory structure if needed.
algorithmPath = files[0]
as.logger.Info("dataset extracted from OCI image", "path", algorithmPath)
}
// Read algorithm file
algorithmData, err := os.ReadFile(algorithmPath)
if err != nil {
return nil, fmt.Errorf("failed to read algorithm file: %w", err)
}
// Check for requirements.txt if algorithm
var reqData []byte
if resourceType == "algorithm" {
reqPath := filepath.Join(filepath.Dir(algorithmPath), "requirements.txt")
if data, err := os.ReadFile(reqPath); err == nil {
reqData = data
as.logger.Info("found requirements.txt", "size", len(data))
}
}
as.logger.Info("algorithm loaded", "size", len(algorithmData))
return &DecryptedResource{
Data: algorithmData,
Requirements: reqData,
SourceDir: filepath.Dir(algorithmPath),
}, nil
}
func (as *agentService) Algo(ctx context.Context, algo Algorithm) error {
if as.sm.GetState() != ReceivingAlgorithm {
return ErrStateNotReady
}
as.mu.Lock()
defer as.mu.Unlock()
if as.algoReceived {
return ErrAllManifestItemsReceived
}
var algoData []byte
// Check if algorithm should be downloaded from remote source
if as.computation.Algorithm.Source != nil && as.computation.KBS.Enabled {
as.logger.Info("downloading algorithm from remote source")
res, err := as.downloadAndDecryptResource(ctx, as.computation.Algorithm.Source, "algorithm")
if err != nil {
return fmt.Errorf("failed to download and decrypt algorithm: %w", err)
}
algoData = res.Data
as.algoRequirements = res.Requirements
} else {
// Use directly uploaded algorithm
algoData = algo.Algorithm
}
hash := sha3.Sum256(algoData)
if hash != as.computation.Algorithm.Hash {
return ErrHashMismatch
}
currentDir, err := os.Getwd()
if err != nil {
return fmt.Errorf("error getting current directory: %v", err)
}
f, err := os.Create(filepath.Join(currentDir, "algo"))
if err != nil {
return fmt.Errorf("error creating algorithm file: %v", err)
}
if _, err := f.Write(algoData); err != nil {
return fmt.Errorf("error writing algorithm to file: %v", err)
}
if err := os.Chmod(f.Name(), algoFilePermission); err != nil {
return fmt.Errorf("error changing file permissions: %v", err)
}
if err := f.Close(); err != nil {
return fmt.Errorf("error closing file: %v", err)
}
algoType := algorithm.AlgorithmTypeFromContext(ctx)
if algoType == "" {
algoType = string(algorithm.AlgoTypeBin)
}
args := algorithm.AlgorithmArgsFromContext(ctx)
as.algoType = algoType
as.algoArgs = args
as.algoRequirements = algo.Requirements
as.algoReceived = true
if err := os.Mkdir(algorithm.DatasetsDir, 0o755); err != nil {
return fmt.Errorf("error creating datasets directory: %v", err)
}
if as.algoReceived {
as.sm.SendEvent(AlgorithmReceived)
}
return nil
}
func (as *agentService) Data(ctx context.Context, dataset Dataset) error {
if as.sm.GetState() != ReceivingData {
return ErrStateNotReady
}
as.mu.Lock()
defer as.mu.Unlock()
if len(as.computation.Datasets) == 0 {
return ErrAllManifestItemsReceived
}
var datasetData []byte
var datasetFilename string
// Check if any dataset should be downloaded from remote source
matchedIndex := -1
for i, d := range as.computation.Datasets {
if d.Source != nil && as.computation.KBS.Enabled {
as.logger.Info("downloading dataset from remote source", "filename", d.Filename)
downloadedData, err := as.downloadAndDecryptResource(ctx, d.Source, "dataset")
if err != nil {
return fmt.Errorf("failed to download and decrypt dataset: %w", err)
}
datasetData = downloadedData.Data
datasetFilename = d.Filename
matchedIndex = i
break
}
}
// If no remote dataset, use uploaded dataset
if matchedIndex == -1 {
datasetData = dataset.Dataset
datasetFilename = dataset.Filename
}
hash := sha3.Sum256(datasetData)
matched := false
for i, d := range as.computation.Datasets {
if hash == d.Hash {
if d.Filename != "" && d.Filename != datasetFilename {
return ErrFileNameMismatch
}
as.computation.Datasets = slices.Delete(as.computation.Datasets, i, i+1)
if DecompressFromContext(ctx) {
if err := internal.UnzipFromMemory(datasetData, algorithm.DatasetsDir); err != nil {
return fmt.Errorf("error decompressing dataset: %v", err)
}
} else {
f, err := os.Create(fmt.Sprintf("%s/%s", algorithm.DatasetsDir, datasetFilename))
if err != nil {
return fmt.Errorf("error creating dataset file: %v", err)
}
if _, err := f.Write(datasetData); err != nil {
return fmt.Errorf("error writing dataset to file: %v", err)
}
if err := f.Close(); err != nil {
return fmt.Errorf("error closing file: %v", err)
}
}
matched = true
break
}
}
if !matched {
return ErrUndeclaredDataset
}
if len(as.computation.Datasets) == 0 {
defer as.sm.SendEvent(DataReceived)
}
return nil
}
func (as *agentService) Result(ctx context.Context) ([]byte, error) {
currentState := as.sm.GetState()
if currentState != ConsumingResults && currentState != Complete && currentState != Failed {
return []byte{}, ErrResultsNotReady
}
index, ok := IndexFromContext(ctx)
if !ok {
return []byte{}, ErrUndeclaredConsumer
}
as.mu.Lock()
defer as.mu.Unlock()
if index < 0 || index >= len(as.computation.ResultConsumers) {
return []byte{}, ErrUndeclaredConsumer
}
if !as.resultsConsumed && currentState == ConsumingResults {
as.resultsConsumed = true
defer as.sm.SendEvent(ResultsConsumed)
}
return as.result, as.runError
}
func (as *agentService) Attestation(ctx context.Context, reportData [vtpm.SEVNonce]byte, nonce [vtpm.Nonce]byte, attType attestation.PlatformType) ([]byte, error) {
rawQuote, err := as.attestationClient.GetAttestation(ctx, reportData, nonce, attType)
if err != nil {
return []byte{}, errors.Wrap(ErrAttestationFailed, err)
}
return rawQuote, nil
}
func (as *agentService) AzureAttestationToken(ctx context.Context, nonce [vtpm.Nonce]byte) ([]byte, error) {
token, err := as.attestationClient.GetAzureToken(ctx, nonce)
if err != nil {
return []byte{}, err
}
return token, nil
}
func (as *agentService) runComputation(state statemachine.State) {
as.publishEvent(Starting.String())(state)
as.logger.Debug("computation run started")
defer func() {
if as.runError != nil {
as.sm.SendEvent(RunFailed)
} else {
as.sm.SendEvent(RunComplete)
}
}()
if err := os.Mkdir(algorithm.ResultsDir, 0o755); err != nil {
as.runError = fmt.Errorf("error creating results directory: %s", err.Error())
as.logger.Warn(as.runError.Error())
as.publishEvent(Failed.String())(state)
return
}
defer func() {
if err := os.RemoveAll(algorithm.ResultsDir); err != nil {
as.logger.Warn(fmt.Sprintf("error removing results directory and its contents: %s", err.Error()))
}
if err := os.RemoveAll(algorithm.DatasetsDir); err != nil {
as.logger.Warn(fmt.Sprintf("error removing datasets directory and its contents: %s", err.Error()))
}
}()
// Read algo file
currentDir, _ := os.Getwd()
algoFile := filepath.Join(currentDir, "algo")
algoBytes, err := os.ReadFile(algoFile)
if err != nil {
as.runError = fmt.Errorf("failed to read algo file: %w", err)
as.logger.Warn(as.runError.Error())
as.publishEvent(Failed.String())(state)
return
}
as.publishEvent(InProgress.String())(state)
// Call Runner
resp, err := as.runnerClient.Run(context.Background(), &runnerpb.RunRequest{
ComputationId: as.computation.ID,
AlgoType: as.algoType,
Algorithm: algoBytes,
Requirements: as.algoRequirements,
Args: as.algoArgs,
// Datasets implicit on shared FS
})
if err != nil {
as.runError = err
as.logger.Warn(fmt.Sprintf("failed to run computation: %s", err.Error()))
as.publishEvent(Failed.String())(state)
return
}
if resp.Error != "" {
as.runError = errors.New(resp.Error)
as.logger.Warn(fmt.Sprintf("failed to run computation: %s", resp.Error))
as.publishEvent(Failed.String())(state)
return
}
results, err := internal.ZipDirectoryToMemory(algorithm.ResultsDir)
if err != nil {
as.runError = err
as.logger.Warn(fmt.Sprintf("failed to zip results: %s", err.Error()))
as.publishEvent(Failed.String())(state)
return
}
as.publishEvent(Completed.String())(state)
as.result = results
}
func (as *agentService) publishEvent(status string) statemachine.Action {
return func(state statemachine.State) {
as.eventSvc.SendEvent(as.computation.ID, state.String(), status, json.RawMessage{})
}
}
func (as *agentService) IMAMeasurements(ctx context.Context) ([]byte, []byte, error) {
data, err := os.ReadFile(ImaMeasurementsFilePath)
if err != nil {
return nil, nil, fmt.Errorf("error reading Linux IMA measurements file: %s", err.Error())
}
pcr10, err := vtpm.GetPCRSHA1Value(ImaPcrIndex)
if err != nil {
return nil, nil, fmt.Errorf("error reading TPM PCR #10: %s", err.Error())
}
return data, pcr10, nil
}