open-consul/agent/xds/delta.go

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package xds
import (
"crypto/sha256"
"encoding/hex"
"fmt"
"sort"
"sync/atomic"
"time"
envoy_cluster_v3 "github.com/envoyproxy/go-control-plane/envoy/config/cluster/v3"
envoy_config_core_v3 "github.com/envoyproxy/go-control-plane/envoy/config/core/v3"
envoy_endpoint_v3 "github.com/envoyproxy/go-control-plane/envoy/config/endpoint/v3"
envoy_listener_v3 "github.com/envoyproxy/go-control-plane/envoy/config/listener/v3"
envoy_route_v3 "github.com/envoyproxy/go-control-plane/envoy/config/route/v3"
envoy_discovery_v3 "github.com/envoyproxy/go-control-plane/envoy/service/discovery/v3"
"github.com/golang/protobuf/proto"
"github.com/golang/protobuf/ptypes"
"github.com/hashicorp/go-hclog"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/status"
"github.com/hashicorp/consul/agent/proxycfg"
"github.com/hashicorp/consul/agent/structs"
"github.com/hashicorp/consul/logging"
)
// ADSDeltaStream is a shorter way of referring to this thing...
type ADSDeltaStream = envoy_discovery_v3.AggregatedDiscoveryService_DeltaAggregatedResourcesServer
// DeltaAggregatedResources implements envoy_discovery_v3.AggregatedDiscoveryServiceServer
func (s *Server) DeltaAggregatedResources(stream ADSDeltaStream) error {
defer s.activeStreams.Increment("v3")()
// a channel for receiving incoming requests
reqCh := make(chan *envoy_discovery_v3.DeltaDiscoveryRequest)
reqStop := int32(0)
go func() {
for {
req, err := stream.Recv()
if atomic.LoadInt32(&reqStop) != 0 {
return
}
if err != nil {
s.Logger.Error("Error receiving new DeltaDiscoveryRequest; closing request channel", "error", err)
close(reqCh)
return
}
reqCh <- req
}
}()
err := s.processDelta(stream, reqCh)
if err != nil {
s.Logger.Error("Error handling ADS delta stream", "xdsVersion", "v3", "error", err)
}
// prevents writing to a closed channel if send failed on blocked recv
atomic.StoreInt32(&reqStop, 1)
return err
}
const (
stateDeltaInit int = iota
stateDeltaPendingInitialConfig
stateDeltaRunning
)
func (s *Server) processDelta(stream ADSDeltaStream, reqCh <-chan *envoy_discovery_v3.DeltaDiscoveryRequest) error {
// Loop state
var (
cfgSnap *proxycfg.ConfigSnapshot
node *envoy_config_core_v3.Node
stateCh <-chan *proxycfg.ConfigSnapshot
watchCancel func()
proxyID structs.ServiceID
nonce uint64 // xDS requires a unique nonce to correlate response/request pairs
ready bool // set to true after the first snapshot arrives
)
var (
// resourceMap is the SoTW we are incrementally attempting to sync to envoy.
//
// type => name => proto
resourceMap = emptyIndexedResources()
// currentVersions is the the xDS versioning represented by Resources.
//
// type => name => version (as consul knows right now)
currentVersions = make(map[string]map[string]string)
)
generator := newResourceGenerator(
s.Logger.Named(logging.XDS).With("xdsVersion", "v3"),
s.CheckFetcher,
s.CfgFetcher,
true,
)
// need to run a small state machine to get through initial authentication.
var state = stateDeltaInit
// Configure handlers for each type of request we currently care about.
handlers := map[string]*xDSDeltaType{
ListenerType: newDeltaType(generator, stream, ListenerType, func(kind structs.ServiceKind) bool {
return cfgSnap.Kind == structs.ServiceKindIngressGateway
}),
RouteType: newDeltaType(generator, stream, RouteType, func(kind structs.ServiceKind) bool {
return cfgSnap.Kind == structs.ServiceKindIngressGateway
}),
ClusterType: newDeltaType(generator, stream, ClusterType, func(kind structs.ServiceKind) bool {
// Mesh, Ingress, and Terminating gateways are allowed to inform CDS of
// no clusters.
return cfgSnap.Kind == structs.ServiceKindMeshGateway ||
cfgSnap.Kind == structs.ServiceKindTerminatingGateway ||
cfgSnap.Kind == structs.ServiceKindIngressGateway
}),
EndpointType: newDeltaType(generator, stream, EndpointType, nil),
}
// Endpoints are stored within a Cluster (and Routes
// are stored within a Listener) so whenever the
// enclosing resource is updated the inner resource
// list is cleared implicitly.
//
// When this happens we should update our local
// representation of envoy state to force an update.
//
// see: https://github.com/envoyproxy/envoy/issues/13009
handlers[ListenerType].childType = handlers[RouteType]
handlers[ClusterType].childType = handlers[EndpointType]
var authTimer <-chan time.Time
extendAuthTimer := func() {
authTimer = time.After(s.AuthCheckFrequency)
}
checkStreamACLs := func(cfgSnap *proxycfg.ConfigSnapshot) error {
return s.checkStreamACLs(stream.Context(), cfgSnap)
}
for {
select {
case <-authTimer:
// It's been too long since a Discovery{Request,Response} so recheck ACLs.
if err := checkStreamACLs(cfgSnap); err != nil {
return err
}
extendAuthTimer()
case req, ok := <-reqCh:
if !ok {
// reqCh is closed when stream.Recv errors which is how we detect client
// going away. AFAICT the stream.Context() is only canceled once the
// RPC method returns which it can't until we return from this one so
// there's no point in blocking on that.
return nil
}
generator.logTraceRequest("Incremental xDS v3", req)
if req.TypeUrl == "" {
return status.Errorf(codes.InvalidArgument, "type URL is required for ADS")
}
if handler, ok := handlers[req.TypeUrl]; ok {
if handler.Recv(req) {
generator.Logger.Trace("subscribing to type", "typeUrl", req.TypeUrl)
}
}
if node == nil && req.Node != nil {
node = req.Node
var err error
generator.ProxyFeatures, err = determineSupportedProxyFeatures(req.Node)
if err != nil {
return status.Errorf(codes.InvalidArgument, err.Error())
}
}
case cfgSnap = <-stateCh:
newRes, err := generator.allResourcesFromSnapshot(cfgSnap)
if err != nil {
return status.Errorf(codes.Unavailable, "failed to generate all xDS resources from the snapshot: %v", err)
}
// index and hash the xDS structures
newResourceMap := indexResources(generator.Logger, newRes)
if err := populateChildIndexMap(newResourceMap); err != nil {
return status.Errorf(codes.Unavailable, "failed to index xDS resource versions: %v", err)
}
newVersions, err := computeResourceVersions(newResourceMap)
if err != nil {
return status.Errorf(codes.Unavailable, "failed to compute xDS resource versions: %v", err)
}
resourceMap = newResourceMap
currentVersions = newVersions
ready = true
}
// Trigger state machine
switch state {
case stateDeltaInit:
if node == nil {
// This can't happen (tm) since stateCh is nil until after the first req
// is received but lets not panic about it.
continue
}
// Start authentication process, we need the proxyID
proxyID = structs.NewServiceID(node.Id, parseEnterpriseMeta(node))
// Start watching config for that proxy
stateCh, watchCancel = s.CfgMgr.Watch(proxyID)
// Note that in this case we _intend_ the defer to only be triggered when
// this whole process method ends (i.e. when streaming RPC aborts) not at
// the end of the current loop iteration. We have to do it in the loop
// here since we can't start watching until we get to this state in the
// state machine.
defer watchCancel()
generator.Logger = generator.Logger.With("service_id", proxyID.String()) // enhance future logs
generator.Logger.Trace("watching proxy, pending initial proxycfg snapshot for xDS")
// Now wait for the config so we can check ACL
state = stateDeltaPendingInitialConfig
case stateDeltaPendingInitialConfig:
if cfgSnap == nil {
// Nothing we can do until we get the initial config
continue
}
// Got config, try to authenticate next.
state = stateDeltaRunning
// Upgrade the logger
switch cfgSnap.Kind {
case structs.ServiceKindConnectProxy:
case structs.ServiceKindTerminatingGateway:
generator.Logger = generator.Logger.Named(logging.TerminatingGateway)
case structs.ServiceKindMeshGateway:
generator.Logger = generator.Logger.Named(logging.MeshGateway)
case structs.ServiceKindIngressGateway:
generator.Logger = generator.Logger.Named(logging.IngressGateway)
}
generator.Logger.Trace("Got initial config snapshot")
// Lets actually process the config we just got or we'll mis responding
fallthrough
case stateDeltaRunning:
// Check ACLs on every Discovery{Request,Response}.
if err := checkStreamACLs(cfgSnap); err != nil {
return err
}
// For the first time through the state machine, this is when the
// timer is first started.
extendAuthTimer()
if !ready {
generator.Logger.Trace("Skipping delta computation because we haven't gotten a snapshot yet")
continue
}
var pendingTypes []string
for typeUrl, handler := range handlers {
if !handler.registered {
continue
}
if len(handler.pendingUpdates) > 0 {
pendingTypes = append(pendingTypes, typeUrl)
}
}
if len(pendingTypes) > 0 {
sort.Strings(pendingTypes)
generator.Logger.Trace("Skipping delta computation because there are responses in flight",
"pendingTypeUrls", pendingTypes)
continue
}
generator.Logger.Trace("Invoking all xDS resource handlers and sending changed data if there are any")
sentType := make(map[string]struct{}) // use this to only do one kind of mutation per type per execution
for _, op := range xDSUpdateOrder {
if _, sent := sentType[op.TypeUrl]; sent {
continue
}
err, sent := handlers[op.TypeUrl].SendIfNew(
cfgSnap.Kind,
currentVersions[op.TypeUrl],
resourceMap,
&nonce,
op.Upsert,
op.Remove,
)
if err != nil {
return status.Errorf(codes.Unavailable,
"failed to send %sreply for type %q: %v",
op.errorLogNameReplyPrefix(),
op.TypeUrl, err)
}
if sent {
sentType[op.TypeUrl] = struct{}{}
if generator.ProxyFeatures.IncrementalXDSUpdatesMustBeSerial {
// For more justification for this hacky fix, check the
// comments associated with
// generator.ProxyFeatures.IncrementalXDSUpdatesMustBeSerial
break
}
}
}
}
}
}
var xDSUpdateOrder = []xDSUpdateOperation{
// 1. CDS updates (if any) must always be pushed first.
{TypeUrl: ClusterType, Upsert: true},
// 2. EDS updates (if any) must arrive after CDS updates for the respective clusters.
{TypeUrl: EndpointType, Upsert: true},
// 3. LDS updates must arrive after corresponding CDS/EDS updates.
{TypeUrl: ListenerType, Upsert: true, Remove: true},
// 4. RDS updates related to the newly added listeners must arrive after CDS/EDS/LDS updates.
{TypeUrl: RouteType, Upsert: true, Remove: true},
// 5. (NOT IMPLEMENTED YET IN CONSUL) VHDS updates (if any) related to the newly added RouteConfigurations must arrive after RDS updates.
// {},
// 6. Stale CDS clusters and related EDS endpoints (ones no longer being referenced) can then be removed.
{TypeUrl: ClusterType, Remove: true},
{TypeUrl: EndpointType, Remove: true},
// xDS updates can be pushed independently if no new
// clusters/routes/listeners are added or if its acceptable to
// temporarily drop traffic during updates. Note that in case of
// LDS updates, the listeners will be warmed before they receive
// traffic, i.e. the dependent routes are fetched through RDS if
// configured. Clusters are warmed when adding/removing/updating
// clusters. On the other hand, routes are not warmed, i.e., the
// management plane must ensure that clusters referenced by a route
// are in place, before pushing the updates for a route.
}
type xDSUpdateOperation struct {
TypeUrl string
Upsert bool
Remove bool
}
func (op *xDSUpdateOperation) errorLogNameReplyPrefix() string {
switch {
case op.Upsert && op.Remove:
return "upsert/remove "
case op.Upsert:
return "upsert "
case op.Remove:
return "remove "
default:
return ""
}
}
type xDSDeltaType struct {
generator *ResourceGenerator
stream ADSDeltaStream
typeURL string
allowEmptyFn func(kind structs.ServiceKind) bool
// childType is a type that in Envoy is actually stored within this type.
// Upserts of THIS type should potentially trigger dependent named
// resources within the child to be re-configured.
childType *xDSDeltaType
// registered indicates if this type has been requested at least once by
// the proxy
registered bool
// wildcard indicates that this type was requested with no preference for
// specific resource names. subscribe/unsubscribe are ignored.
wildcard bool
// sentToEnvoyOnce is true after we've sent one response to envoy.
sentToEnvoyOnce bool
// resourceVersions is the current view of CONFIRMED/ACKed updates to
// envoy's view of the loaded resources.
//
// name => version
resourceVersions map[string]string
// pendingUpdates is a set of un-ACKed updates to the 'resourceVersions'
// map. Once we get an ACK from envoy we'll update the resourceVersions map
// and strike the entry from this map.
//
// nonce -> name -> {version}
pendingUpdates map[string]map[string]PendingUpdate
}
type PendingUpdate struct {
Version string
ChildResources []string // optional
}
func newDeltaType(
generator *ResourceGenerator,
stream ADSDeltaStream,
typeUrl string,
allowEmptyFn func(kind structs.ServiceKind) bool,
) *xDSDeltaType {
return &xDSDeltaType{
generator: generator,
stream: stream,
typeURL: typeUrl,
allowEmptyFn: allowEmptyFn,
resourceVersions: make(map[string]string),
pendingUpdates: make(map[string]map[string]PendingUpdate),
}
}
// Recv handles new discovery requests from envoy.
//
// Returns true the first time a type receives a request.
func (t *xDSDeltaType) Recv(req *envoy_discovery_v3.DeltaDiscoveryRequest) bool {
if t == nil {
return false // not something we care about
}
logger := t.generator.Logger.With("typeUrl", t.typeURL)
registeredThisTime := false
if !t.registered {
// We are in the wildcard mode if the first request of a particular
// type has empty subscription list
t.wildcard = len(req.ResourceNamesSubscribe) == 0
t.registered = true
registeredThisTime = true
}
/*
DeltaDiscoveryRequest can be sent in the following situations:
Initial message in a xDS bidirectional gRPC stream.
As an ACK or NACK response to a previous DeltaDiscoveryResponse. In
this case the response_nonce is set to the nonce value in the Response.
ACK or NACK is determined by the absence or presence of error_detail.
Spontaneous DeltaDiscoveryRequests from the client. This can be done to
dynamically add or remove elements from the tracked resource_names set.
In this case response_nonce must be omitted.
*/
/*
DeltaDiscoveryRequest plays two independent roles. Any
DeltaDiscoveryRequest can be either or both of:
*/
if req.ResponseNonce != "" {
/*
[2] (N)ACKing an earlier resource update from the server (using
response_nonce, with presence of error_detail making it a NACK).
*/
if req.ErrorDetail == nil {
logger.Trace("got ok response from envoy proxy", "nonce", req.ResponseNonce)
t.ack(req.ResponseNonce)
} else {
logger.Error("got error response from envoy proxy", "nonce", req.ResponseNonce,
"error", status.ErrorProto(req.ErrorDetail))
t.nack(req.ResponseNonce)
}
}
if registeredThisTime && len(req.InitialResourceVersions) > 0 {
/*
Additionally, the first message (for a given type_url) of a
reconnected gRPC stream has a third role:
[3] informing the server of the resources (and their versions) that
the client already possesses, using the initial_resource_versions
field.
*/
logger.Trace("setting initial resource versions for stream",
"resources", req.InitialResourceVersions)
t.resourceVersions = req.InitialResourceVersions
}
if !t.wildcard {
/*
[1] informing the server of what resources the client has
gained/lost interest in (using resource_names_subscribe and
resource_names_unsubscribe), or
*/
for _, name := range req.ResourceNamesSubscribe {
// A resource_names_subscribe field may contain resource names that
// the server believes the client is already subscribed to, and
// furthermore has the most recent versions of. However, the server
// must still provide those resources in the response; due to
// implementation details hidden from the server, the client may
// have “forgotten” those resources despite apparently remaining
// subscribed.
//
// NOTE: the server must respond with all resources listed in
// resource_names_subscribe, even if it believes the client has the
// most recent version of them. The reason: the client may have
// dropped them, but then regained interest before it had a chance
// to send the unsubscribe message.
//
// We handle that here by ALWAYS wiping the version so the diff
// decides to send the value.
_, alreadySubscribed := t.resourceVersions[name]
t.resourceVersions[name] = "" // start with no version
if alreadySubscribed {
logger.Trace("re-subscribing resource for stream", "resource", name)
} else {
logger.Trace("subscribing resource for stream", "resource", name)
}
}
for _, name := range req.ResourceNamesUnsubscribe {
if _, ok := t.resourceVersions[name]; !ok {
continue
}
delete(t.resourceVersions, name)
logger.Trace("unsubscribing resource for stream", "resource", name)
}
}
return registeredThisTime
}
func (t *xDSDeltaType) ack(nonce string) {
pending, ok := t.pendingUpdates[nonce]
if !ok {
return
}
for name, obj := range pending {
if obj.Version == "" {
delete(t.resourceVersions, name)
} else {
t.resourceVersions[name] = obj.Version
}
if t.childType != nil && obj.Version != "" {
// This branch only matters on UPDATE, since we already have
// mechanisms to clean up orphaned resources.
for _, childName := range obj.ChildResources {
if _, exist := t.childType.resourceVersions[childName]; exist {
t.generator.Logger.Trace(
"triggering implicit update of resource",
"typeUrl", t.typeURL,
"resource", name,
"childTypeUrl", t.childType.typeURL,
"childResource", childName,
)
// Basically manifest this as a re-subscribe
t.childType.resourceVersions[childName] = ""
}
}
}
}
t.sentToEnvoyOnce = true
delete(t.pendingUpdates, nonce)
}
func (t *xDSDeltaType) nack(nonce string) {
delete(t.pendingUpdates, nonce)
}
func (t *xDSDeltaType) SendIfNew(
kind structs.ServiceKind,
currentVersions map[string]string, // type => name => version (as consul knows right now)
resourceMap *IndexedResources,
nonce *uint64,
upsert, remove bool,
) (error, bool) {
if t == nil || !t.registered {
return nil, false
}
logger := t.generator.Logger.With("typeUrl", t.typeURL)
allowEmpty := t.allowEmptyFn != nil && t.allowEmptyFn(kind)
// Zero length resource responses should be ignored and are the result of no
// data yet. Notice that this caused a bug originally where we had zero
// healthy endpoints for an upstream that would cause Envoy to hang waiting
// for the EDS response. This is fixed though by ensuring we send an explicit
// empty LoadAssignment resource for the cluster rather than allowing junky
// empty resources.
if len(currentVersions) == 0 && !allowEmpty {
// Nothing to send yet
return nil, false
}
resp, updates, err := t.createDeltaResponse(currentVersions, resourceMap, upsert, remove)
if err != nil {
return err, false
}
if resp == nil {
return nil, false
}
*nonce++
resp.Nonce = fmt.Sprintf("%08x", *nonce)
t.generator.logTraceResponse("Incremental xDS v3", resp)
logger.Trace("sending response", "nonce", resp.Nonce)
if err := t.stream.Send(resp); err != nil {
return err, false
}
logger.Trace("sent response", "nonce", resp.Nonce)
if t.childType != nil {
// Capture the relevant child resource names on this pending update so
// we can properly clean up the linked children when this change is
// ACKed.
for name, obj := range updates {
if children, ok := resourceMap.ChildIndex[t.typeURL][name]; ok {
obj.ChildResources = children
updates[name] = obj
}
}
}
t.pendingUpdates[resp.Nonce] = updates
return nil, true
}
func (t *xDSDeltaType) createDeltaResponse(
currentVersions map[string]string, // name => version (as consul knows right now)
resourceMap *IndexedResources,
upsert, remove bool,
) (*envoy_discovery_v3.DeltaDiscoveryResponse, map[string]PendingUpdate, error) {
// compute difference
var (
hasRelevantUpdates = false
updates = make(map[string]PendingUpdate)
)
// First find things that need updating or deleting
for name, envoyVers := range t.resourceVersions {
currVers, ok := currentVersions[name]
if !ok {
if remove {
hasRelevantUpdates = true
}
updates[name] = PendingUpdate{Version: ""}
} else if currVers != envoyVers {
if upsert {
hasRelevantUpdates = true
}
updates[name] = PendingUpdate{Version: currVers}
}
}
// Now find new things
if t.wildcard {
for name, currVers := range currentVersions {
if _, ok := t.resourceVersions[name]; !ok {
updates[name] = PendingUpdate{Version: currVers}
if upsert {
hasRelevantUpdates = true
}
}
}
}
if !hasRelevantUpdates && t.sentToEnvoyOnce {
return nil, nil, nil
}
// now turn this into a disco response
resp := &envoy_discovery_v3.DeltaDiscoveryResponse{
// TODO(rb): consider putting something in SystemVersionInfo?
TypeUrl: t.typeURL,
}
realUpdates := make(map[string]PendingUpdate)
for name, obj := range updates {
if obj.Version == "" {
if remove {
resp.RemovedResources = append(resp.RemovedResources, name)
realUpdates[name] = PendingUpdate{Version: ""}
}
} else if upsert {
resources, ok := resourceMap.Index[t.typeURL]
if !ok {
return nil, nil, fmt.Errorf("unknown type url: %s", t.typeURL)
}
res, ok := resources[name]
if !ok {
return nil, nil, fmt.Errorf("unknown name for type url %q: %s", t.typeURL, name)
}
any, err := ptypes.MarshalAny(res)
if err != nil {
return nil, nil, err
}
resp.Resources = append(resp.Resources, &envoy_discovery_v3.Resource{
Name: name,
Resource: any,
Version: obj.Version,
})
realUpdates[name] = obj
}
}
return resp, realUpdates, nil
}
func computeResourceVersions(resourceMap *IndexedResources) (map[string]map[string]string, error) {
out := make(map[string]map[string]string)
for typeUrl, resources := range resourceMap.Index {
m, err := hashResourceMap(resources)
if err != nil {
return nil, fmt.Errorf("failed to hash resources for %q: %v", typeUrl, err)
}
out[typeUrl] = m
}
return out, nil
}
type IndexedResources struct {
// Index is a map of typeURL => resourceName => resource
Index map[string]map[string]proto.Message
// ChildIndex is a map of typeURL => parentResourceName => list of
// childResourceNames. This only applies if the child and parent do not
// share a name.
ChildIndex map[string]map[string][]string
}
func emptyIndexedResources() *IndexedResources {
return &IndexedResources{
Index: map[string]map[string]proto.Message{
ListenerType: make(map[string]proto.Message),
RouteType: make(map[string]proto.Message),
ClusterType: make(map[string]proto.Message),
EndpointType: make(map[string]proto.Message),
},
ChildIndex: map[string]map[string][]string{
ListenerType: make(map[string][]string),
ClusterType: make(map[string][]string),
},
}
}
func populateChildIndexMap(resourceMap *IndexedResources) error {
// LDS and RDS have a more complicated relationship.
for name, res := range resourceMap.Index[ListenerType] {
listener := res.(*envoy_listener_v3.Listener)
rdsRouteNames, err := extractRdsResourceNames(listener)
if err != nil {
return err
}
resourceMap.ChildIndex[ListenerType][name] = rdsRouteNames
}
// CDS and EDS share exact names.
for name := range resourceMap.Index[ClusterType] {
resourceMap.ChildIndex[ClusterType][name] = []string{name}
}
return nil
}
func indexResources(logger hclog.Logger, resources map[string][]proto.Message) *IndexedResources {
data := emptyIndexedResources()
for typeURL, typeRes := range resources {
for _, res := range typeRes {
name := getResourceName(res)
if name == "" {
logger.Warn("skipping unexpected xDS type found in delta snapshot", "typeURL", typeURL)
} else {
data.Index[typeURL][name] = res
}
}
}
return data
}
func getResourceName(res proto.Message) string {
// NOTE: this only covers types that we currently care about for LDS/RDS/CDS/EDS
switch x := res.(type) {
case *envoy_listener_v3.Listener: // LDS
return x.Name
case *envoy_route_v3.RouteConfiguration: // RDS
return x.Name
case *envoy_cluster_v3.Cluster: // CDS
return x.Name
case *envoy_endpoint_v3.ClusterLoadAssignment: // EDS
return x.ClusterName
default:
return ""
}
}
func hashResourceMap(resources map[string]proto.Message) (map[string]string, error) {
m := make(map[string]string)
for name, res := range resources {
h, err := hashResource(res)
if err != nil {
return nil, fmt.Errorf("failed to hash resource %q: %v", name, err)
}
m[name] = h
}
return m, nil
}
// hashResource will take a resource and create a SHA256 hash sum out of the marshaled bytes
func hashResource(res proto.Message) (string, error) {
h := sha256.New()
buffer := proto.NewBuffer(nil)
buffer.SetDeterministic(true)
err := buffer.Marshal(res)
if err != nil {
return "", err
}
h.Write(buffer.Bytes())
buffer.Reset()
return hex.EncodeToString(h.Sum(nil)), nil
}