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fix(OTEL): reduce high cardinality in traces and metrics (#9286)
# Which Problems Are Solved
There were multiple issues in the OpenTelemetry (OTEL) implementation
and usage for tracing and metrics, which lead to high cardinality and
potential memory leaks:
- wrongly initiated tracing interceptors
- high cardinality in traces:
- HTTP/1.1 endpoints containing host names
- HTTP/1.1 endpoints containing object IDs like userID (e.g.
`/management/v1/users/2352839823/`)
- high amount of traces from internal processes (spooler)
- high cardinality in metrics endpoint:
- GRPC entries containing host names
- notification metrics containing instanceIDs and error messages
# How the Problems Are Solved
- Properly initialize the interceptors once and update them to use the
grpc stats handler (unary interceptors were deprecated).
- Remove host names from HTTP/1.1 span names and use path as default.
- Set / overwrite the uri for spans on the grpc-gateway with the uri
pattern (`/management/v1/users/{user_id}`). This is used for spans in
traces and metric entries.
- Created a new sampler which will only sample spans in the following
cases:
- remote was already sampled
- remote was not sampled, root span is of kind `Server` and based on
fraction set in the runtime configuration
- This will prevent having a lot of spans from the spooler back ground
jobs if they were not started by a client call querying an object (e.g.
UserByID).
- Filter out host names and alike from OTEL generated metrics (using a
`view`).
- Removed instance and error messages from notification metrics.
# Additional Changes
Fixed the middleware handling for serving Console. Telemetry and
instance selection are only used for the environment.json, but not on
statically served files.
# Additional Context
- closes #8096
- relates to #9074
- back ports to at least 2.66.x, 2.67.x and 2.68.x
(cherry picked from commit 990e1982c7
)
This commit is contained in:
@@ -1,34 +1,29 @@
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package middleware
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import (
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"context"
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"strings"
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grpc_trace "go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc"
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"google.golang.org/grpc"
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"google.golang.org/grpc/stats"
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grpc_utils "github.com/zitadel/zitadel/internal/api/grpc"
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)
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type GRPCMethod string
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func DefaultTracingServer() grpc.UnaryServerInterceptor {
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func DefaultTracingServer() stats.Handler {
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return TracingServer(grpc_utils.Healthz, grpc_utils.Readiness, grpc_utils.Validation)
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}
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func TracingServer(ignoredMethods ...GRPCMethod) grpc.UnaryServerInterceptor {
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return func(
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ctx context.Context,
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req interface{},
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info *grpc.UnaryServerInfo,
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handler grpc.UnaryHandler,
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) (interface{}, error) {
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for _, ignoredMethod := range ignoredMethods {
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if strings.HasSuffix(info.FullMethod, string(ignoredMethod)) {
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return handler(ctx, req)
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func TracingServer(ignoredMethods ...GRPCMethod) stats.Handler {
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return grpc_trace.NewServerHandler(grpc_trace.WithFilter(
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func(info *stats.RPCTagInfo) bool {
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for _, ignoredMethod := range ignoredMethods {
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if strings.HasSuffix(info.FullMethodName, string(ignoredMethod)) {
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return false
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}
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}
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}
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return grpc_trace.UnaryServerInterceptor()(ctx, req, info, handler)
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}
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return true
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},
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))
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}
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