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wmeta: add nvml collector #32109

Merged
merged 9 commits into from
Jan 15, 2025
Merged

wmeta: add nvml collector #32109

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194f77e
Add NVML collector
gjulianm Dec 11, 2024
8f6cf87
Add test for the collector
gjulianm Jan 8, 2025
faec403
Downgrade log for NVML not existing
gjulianm Jan 9, 2025
ba72359
Enable output of GPUs in workload-list
gjulianm Jan 13, 2025
fd6679c
Add index
gjulianm Jan 13, 2025
1946f2c
Merge branch 'main' into guillermo.julian/gpu-wmeta-collector
gjulianm Jan 13, 2025
234f4e6
Add e2e test for workloadmeta
gjulianm Jan 13, 2025
bc5f282
Run e2e test on NVML collector changes
gjulianm Jan 13, 2025
8a226b3
Merge branch 'main' into guillermo.julian/gpu-wmeta-collector
gjulianm Jan 13, 2025
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1 change: 1 addition & 0 deletions .github/CODEOWNERS
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Original file line number Diff line number Diff line change
Expand Up @@ -546,6 +546,7 @@
/pkg/tagger/ @DataDog/container-platform
/pkg/windowsdriver/ @DataDog/windows-kernel-integrations
/comp/core/workloadmeta/collectors/internal/cloudfoundry @DataDog/platform-integrations
/comp/core/workloadmeta/collectors/internal/nvml @DataDog/ebpf-platform
/pkg/sbom/ @DataDog/container-integrations @DataDog/agent-security
/pkg/internaltelemetry @DataDog/windows-kernel-integrations @DataDog/fleet
/pkg/networkpath/ @DataDog/network-device-monitoring @DataDog/Networks
Expand Down
12 changes: 6 additions & 6 deletions comp/api/authtoken/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -66,15 +66,15 @@ require (
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.60.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/config/utils v0.56.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log/setup v0.58.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/version v0.59.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
Expand Down
12 changes: 6 additions & 6 deletions comp/core/config/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ require (
github.com/DataDog/datadog-agent/pkg/util/defaultpaths v0.0.0-00010101000000-000000000000
github.com/DataDog/datadog-agent/pkg/util/fxutil v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/option v0.59.0
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1
github.com/DataDog/viper v1.14.0
github.com/stretchr/testify v1.10.0
go.uber.org/fx v1.23.0
Expand All @@ -58,12 +58,12 @@ require (
github.com/DataDog/datadog-agent/pkg/config/structure v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/version v0.59.1 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
Expand Down
12 changes: 6 additions & 6 deletions comp/core/log/impl-trace/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@ require (
github.com/DataDog/datadog-agent/pkg/config/env v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/trace v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/fxutil v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1
github.com/cihub/seelog v0.0.0-20170130134532-f561c5e57575 // indirect; v2.6
github.com/stretchr/testify v1.10.0
go.uber.org/fx v1.23.0 // indirect
Expand All @@ -68,14 +68,14 @@ require (
github.com/DataDog/datadog-agent/pkg/config/structure v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/option v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/version v0.59.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
Expand Down
12 changes: 6 additions & 6 deletions comp/core/log/impl/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,7 @@ require (
github.com/DataDog/datadog-agent/comp/core/log/def v0.0.0-00010101000000-000000000000
github.com/DataDog/datadog-agent/comp/def v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/config/mock v0.59.0
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1
github.com/DataDog/datadog-agent/pkg/util/log/setup v0.0.0-00010101000000-000000000000
github.com/stretchr/testify v1.10.0
)
Expand All @@ -56,15 +56,15 @@ require (
github.com/DataDog/datadog-agent/pkg/config/structure v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/fxutil v0.56.0-rc.3 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/option v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/version v0.59.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
Expand Down
4 changes: 2 additions & 2 deletions comp/core/log/mock/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -31,15 +31,15 @@ replace (

require (
github.com/DataDog/datadog-agent/comp/core/log/def v0.0.0-00010101000000-000000000000
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1
github.com/DataDog/datadog-agent/pkg/util/log/setup v0.0.0-00010101000000-000000000000
)

require (
github.com/DataDog/datadog-agent/pkg/config/model v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/config/nodetreemodel v0.60.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.60.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/version v0.59.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/cihub/seelog v0.0.0-20170130134532-f561c5e57575 // indirect
Expand Down
12 changes: 6 additions & 6 deletions comp/core/status/statusimpl/go.mod
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -68,16 +68,16 @@ require (
github.com/DataDog/datadog-agent/pkg/config/structure v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.60.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log/setup v0.56.0-rc.3 // indirect
github.com/DataDog/datadog-agent/pkg/util/option v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
github.com/cihub/seelog v0.0.0-20170130134532-f561c5e57575 // indirect
Expand Down
123 changes: 123 additions & 0 deletions comp/core/workloadmeta/collectors/internal/nvml/nvml.go
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@@ -0,0 +1,123 @@
// Unless explicitly stated otherwise all files in this repository are licensed
// under the Apache License Version 2.0.
// This product includes software developed at Datadog (https://www.datadoghq.com/).
// Copyright 2024-present Datadog, Inc.

//go:build linux

package nvml

import (
"context"
"fmt"

"go.uber.org/fx"

"github.com/NVIDIA/go-nvml/pkg/nvml"

workloadmeta "github.com/DataDog/datadog-agent/comp/core/workloadmeta/def"
"github.com/DataDog/datadog-agent/pkg/config/env"
"github.com/DataDog/datadog-agent/pkg/errors"
)

const (
collectorID = "nvml"
componentName = "workloadmeta-nvml"
nvidiaVendor = "nvidia"
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)

type collector struct {
id string
catalog workloadmeta.AgentType
store workloadmeta.Component
nvmlLib nvml.Interface
}

// NewCollector returns a kubelet CollectorProvider that instantiates its collector
func NewCollector() (workloadmeta.CollectorProvider, error) {
return workloadmeta.CollectorProvider{
Collector: &collector{
id: collectorID,
catalog: workloadmeta.NodeAgent,
},
}, nil
}

// GetFxOptions returns the FX framework options for the collector
func GetFxOptions() fx.Option {
return fx.Provide(NewCollector)
}

// Start initializes the NVML library and sets the store
func (c *collector) Start(_ context.Context, store workloadmeta.Component) error {
if !env.IsFeaturePresent(env.NVML) {
return errors.NewDisabled(componentName, "Agent does not have NVML library available")
}

c.store = store
// TODO: Add configuration option for NVML library path
c.nvmlLib = nvml.New()
ret := c.nvmlLib.Init()
if ret != nvml.SUCCESS && ret != nvml.ERROR_ALREADY_INITIALIZED {
return fmt.Errorf("failed to initialize NVML library: %v", nvml.ErrorString(ret))
}

return nil
}

// Pull collects the GPUs available on the node and notifies the store
func (c *collector) Pull(_ context.Context) error {
count, ret := c.nvmlLib.DeviceGetCount()
if ret != nvml.SUCCESS {
return fmt.Errorf("failed to get device count: %v", nvml.ErrorString(ret))
}

var events []workloadmeta.CollectorEvent
for i := 0; i < count; i++ {
dev, ret := c.nvmlLib.DeviceGetHandleByIndex(i)
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Is the permission for core agent an issue? I thought one of your RFC mentioned insufficient permission to access the GPU via nvml lib

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It's only an issue in our staging environments, in any case the permission failure would show up before when trying to start the collector. We haven't seen failures once the NVML library is initialised, as it seems to keep the handles to the devices open.

if ret != nvml.SUCCESS {
return fmt.Errorf("failed to get device handle for index %d: %v", i, nvml.ErrorString(ret))
}

uuid, ret := dev.GetUUID()
if ret != nvml.SUCCESS {
return fmt.Errorf("failed to get device UUID for index %d: %v", i, nvml.ErrorString(ret))
}

name, ret := dev.GetName()
if ret != nvml.SUCCESS {
return fmt.Errorf("failed to get device name for index %d: %v", i, nvml.ErrorString(ret))
}

gpu := &workloadmeta.GPU{
EntityID: workloadmeta.EntityID{
Kind: workloadmeta.KindGPU,
ID: uuid,
},
EntityMeta: workloadmeta.EntityMeta{
Name: name,
},
Vendor: nvidiaVendor,
Device: name,
}

event := workloadmeta.CollectorEvent{
Source: workloadmeta.SourceRuntime,
Type: workloadmeta.EventTypeSet,
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@gabedos gabedos Jan 9, 2025 •
edited
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Curious: are there any cases where an Nvidia GPU can be "removed" from the environment or nvml can't detect it anymore requiring an `workloadmeta.EventTypeUnset? In the GPU case it seems impossible to happen but this is the only difference between the other collectors. Otherwise your collector looks good 👍

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A GPU could get disconnected (e.g., disabling the PCI device), although that's not normal operation. I can add support for that just in case though.

Entity: gpu,
}
events = append(events, event)
}

c.store.Notify(events)

return nil
}

func (c *collector) GetID() string {
return c.id
}

func (c *collector) GetTargetCatalog() workloadmeta.AgentType {
return c.catalog
}
15 changes: 15 additions & 0 deletions comp/core/workloadmeta/collectors/internal/nvml/nvml_nop.go
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@@ -0,0 +1,15 @@
// Unless explicitly stated otherwise all files in this repository are licensed
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// under the Apache License Version 2.0.
// This product includes software developed at Datadog (https://www.datadoghq.com/).
// Copyright 2024-present Datadog, Inc.

//go:build !linux

package nvml

import "go.uber.org/fx"

// GetFxOptions returns the FX framework options for the collector
func GetFxOptions() fx.Option {
return nil
}
48 changes: 48 additions & 0 deletions comp/core/workloadmeta/collectors/internal/nvml/nvml_test.go
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@@ -0,0 +1,48 @@
// Unless explicitly stated otherwise all files in this repository are licensed
// under the Apache License Version 2.0.
// This product includes software developed at Datadog (https://www.datadoghq.com/).
// Copyright 2024-present Datadog, Inc.

//go:build linux

package nvml

import (
"context"
"testing"

"github.com/stretchr/testify/require"

workloadmeta "github.com/DataDog/datadog-agent/comp/core/workloadmeta/def"
"github.com/DataDog/datadog-agent/pkg/gpu/testutil"
)

func TestPull(t *testing.T) {
wmetaMock := testutil.GetWorkloadMetaMock(t)
nvmlMock := testutil.GetBasicNvmlMock()

c := &collector{
id: collectorID,
catalog: workloadmeta.NodeAgent,
store: wmetaMock,
nvmlLib: nvmlMock,
}

c.Pull(context.Background())

gpus := wmetaMock.ListGPUs()
require.Equal(t, len(testutil.GPUUUIDs), len(gpus))

foundIDs := make(map[string]bool)
for _, gpu := range gpus {
foundIDs[gpu.ID] = true

require.Equal(t, nvidiaVendor, gpu.Vendor)
require.Equal(t, testutil.DefaultGPUName, gpu.Name)
require.Equal(t, testutil.DefaultGPUName, gpu.Device)
}

for _, uuid := range testutil.GPUUUIDs {
require.True(t, foundIDs[uuid], "GPU with UUID %s not found", uuid)
}
}
7 changes: 7 additions & 0 deletions comp/core/workloadmeta/collectors/internal/nvml/stub.go
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@@ -0,0 +1,7 @@
// Unless explicitly stated otherwise all files in this repository are licensed
// under the Apache License Version 2.0.
// This product includes software developed at Datadog (https://www.datadoghq.com/).
// Copyright 2024-present Datadog, Inc.

// Package nvml implements the NVML collector for workloadmeta
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Do we need this file ?

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I don't think it's really needed, I was following the structure of the other collectors that do have this file (and the _nop.go file too)

package nvml
12 changes: 6 additions & 6 deletions comp/forwarder/defaultforwarder/go.mod
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Original file line number Diff line number Diff line change
Expand Up @@ -67,11 +67,11 @@ require (
github.com/DataDog/datadog-agent/pkg/telemetry v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/backoff v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/common v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.59.0
github.com/DataDog/datadog-agent/pkg/util/filesystem v0.60.1
github.com/DataDog/datadog-agent/pkg/util/fxutil v0.57.1
github.com/DataDog/datadog-agent/pkg/util/http v0.56.0-rc.3
github.com/DataDog/datadog-agent/pkg/util/option v0.59.0
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.59.1
github.com/DataDog/datadog-agent/pkg/util/scrubber v0.60.1
github.com/DataDog/datadog-agent/pkg/version v0.59.1
github.com/golang/protobuf v1.5.4
github.com/hashicorp/go-multierror v1.1.1
Expand All @@ -93,12 +93,12 @@ require (
github.com/DataDog/datadog-agent/pkg/config/teeconfig v0.60.0-devel // indirect
github.com/DataDog/datadog-agent/pkg/util/executable v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/hostname/validate v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/log/setup v0.56.0-rc.3 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/pointer v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system v0.60.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/system/socket v0.59.0 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.59.1 // indirect
github.com/DataDog/datadog-agent/pkg/util/winutil v0.60.1 // indirect
github.com/DataDog/viper v1.14.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
github.com/beorn7/perks v1.0.1 // indirect
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