From f9d44de9b6360683aa1009d47aff5ae8ccd51b74 Mon Sep 17 00:00:00 2001
From: Tyler Helmuth <12352919+TylerHelmuth@users.noreply.github.com>
Date: Thu, 3 Oct 2024 03:47:39 -0600
Subject: [PATCH 1/2] [exporter/logging] Remove logging exporter (#11037)

#### Description

It is September, which means we get to remove this deprecated component.

- The helm chart was updated to exclude the logging exporter already:
https://github.com/open-telemetry/opentelemetry-helm-charts/blob/main/charts/opentelemetry-collector/UPGRADING.md#0840-to-0850.
- The Operator references have been updated:
https://github.com/open-telemetry/opentelemetry-operator/pull/3259.
- Opentelemetry.io site final references to update:
https://github.com/open-telemetry/opentelemetry.io/pull/5143

<!-- Issue number if applicable -->
#### Link to tracking issue
Related to
https://github.com/open-telemetry/opentelemetry-collector/issues/7769
---
 .chloggen/remove-logging-exporter.yaml        |  25 +++
 Makefile                                      |   2 -
 cmd/builder/internal/config/default.yaml      |   1 -
 cmd/builder/test/core.builder.yaml            |   1 -
 cmd/otelcorecol/builder-config.yaml           |   2 -
 cmd/otelcorecol/components.go                 |   3 -
 cmd/otelcorecol/go.mod                        |   3 -
 component/config_test.go                      |   1 -
 connector/forwardconnector/README.md          |   2 +-
 exporter/debugexporter/README.md              |   2 +-
 exporter/debugexporter/config.go              |   4 +-
 exporter/debugexporter/exporter.go            |   4 -
 exporter/loggingexporter/Makefile             |   1 -
 exporter/loggingexporter/README.md            |  52 -----
 exporter/loggingexporter/config.go            |  94 ---------
 exporter/loggingexporter/config_test.go       | 181 ------------------
 exporter/loggingexporter/doc.go               |   7 -
 exporter/loggingexporter/factory.go           |  80 --------
 exporter/loggingexporter/factory_test.go      |  49 -----
 .../generated_component_test.go               | 151 ---------------
 .../loggingexporter/generated_package_test.go |  13 --
 exporter/loggingexporter/go.mod               | 100 ----------
 exporter/loggingexporter/go.sum               | 110 -----------
 .../internal/metadata/generated_status.go     |  18 --
 exporter/loggingexporter/metadata.yaml        |   8 -
 .../testdata/config_loglevel.yaml             |   3 -
 .../testdata/config_loglevel_typo.yaml        |   2 -
 .../testdata/config_verbosity.yaml            |   3 -
 .../testdata/invalid_verbosity_loglevel.yaml  |   2 -
 .../testdata/loglevel_info.yaml               |   1 -
 otelcol/internal/configunmarshaler/configs.go |   4 +
 .../configunmarshaler/configs_test.go         |  12 ++
 versions.yaml                                 |   1 -
 33 files changed, 45 insertions(+), 897 deletions(-)
 create mode 100644 .chloggen/remove-logging-exporter.yaml
 delete mode 100644 exporter/loggingexporter/Makefile
 delete mode 100644 exporter/loggingexporter/README.md
 delete mode 100644 exporter/loggingexporter/config.go
 delete mode 100644 exporter/loggingexporter/config_test.go
 delete mode 100644 exporter/loggingexporter/doc.go
 delete mode 100644 exporter/loggingexporter/factory.go
 delete mode 100644 exporter/loggingexporter/factory_test.go
 delete mode 100644 exporter/loggingexporter/generated_component_test.go
 delete mode 100644 exporter/loggingexporter/generated_package_test.go
 delete mode 100644 exporter/loggingexporter/go.mod
 delete mode 100644 exporter/loggingexporter/go.sum
 delete mode 100644 exporter/loggingexporter/internal/metadata/generated_status.go
 delete mode 100644 exporter/loggingexporter/metadata.yaml
 delete mode 100644 exporter/loggingexporter/testdata/config_loglevel.yaml
 delete mode 100644 exporter/loggingexporter/testdata/config_loglevel_typo.yaml
 delete mode 100644 exporter/loggingexporter/testdata/config_verbosity.yaml
 delete mode 100644 exporter/loggingexporter/testdata/invalid_verbosity_loglevel.yaml
 delete mode 100644 exporter/loggingexporter/testdata/loglevel_info.yaml

diff --git a/.chloggen/remove-logging-exporter.yaml b/.chloggen/remove-logging-exporter.yaml
new file mode 100644
index 00000000000..9de89981bf1
--- /dev/null
+++ b/.chloggen/remove-logging-exporter.yaml
@@ -0,0 +1,25 @@
+# Use this changelog template to create an entry for release notes.
+
+# One of 'breaking', 'deprecation', 'new_component', 'enhancement', 'bug_fix'
+change_type: breaking
+
+# The name of the component, or a single word describing the area of concern, (e.g. otlpreceiver)
+component: loggingexporter
+
+# A brief description of the change.  Surround your text with quotes ("") if it needs to start with a backtick (`).
+note: Removed the deprecated logging exporter.  Use the debug exporter instead.
+
+# One or more tracking issues or pull requests related to the change
+issues: [11037]
+
+# (Optional) One or more lines of additional information to render under the primary note.
+# These lines will be padded with 2 spaces and then inserted directly into the document.
+# Use pipe (|) for multiline entries.
+subtext:
+
+# Optional: The change log or logs in which this entry should be included.
+# e.g. '[user]' or '[user, api]'
+# Include 'user' if the change is relevant to end users.
+# Include 'api' if there is a change to a library API.
+# Default: '[user]'
+change_logs: []
diff --git a/Makefile b/Makefile
index 404c97632a9..62f1e6c0d36 100644
--- a/Makefile
+++ b/Makefile
@@ -292,7 +292,6 @@ check-contrib:
 		-replace go.opentelemetry.io/collector/exporter=$(CURDIR)/exporter  \
 		-replace go.opentelemetry.io/collector/exporter/debugexporter=$(CURDIR)/exporter/debugexporter  \
 		-replace go.opentelemetry.io/collector/exporter/exporterprofiles=$(CURDIR)/exporter/exporterprofiles  \
-		-replace go.opentelemetry.io/collector/exporter/loggingexporter=$(CURDIR)/exporter/loggingexporter  \
 		-replace go.opentelemetry.io/collector/exporter/nopexporter=$(CURDIR)/exporter/nopexporter  \
 		-replace go.opentelemetry.io/collector/exporter/otlpexporter=$(CURDIR)/exporter/otlpexporter  \
 		-replace go.opentelemetry.io/collector/exporter/otlphttpexporter=$(CURDIR)/exporter/otlphttpexporter  \
@@ -363,7 +362,6 @@ restore-contrib:
 		-dropreplace go.opentelemetry.io/collector/consumer/consumertest  \
 		-dropreplace go.opentelemetry.io/collector/exporter  \
 		-dropreplace go.opentelemetry.io/collector/exporter/debugexporter  \
-		-dropreplace go.opentelemetry.io/collector/exporter/loggingexporter  \
 		-dropreplace go.opentelemetry.io/collector/exporter/nopexporter  \
 		-dropreplace go.opentelemetry.io/collector/exporter/otlpexporter  \
 		-dropreplace go.opentelemetry.io/collector/exporter/otlphttpexporter  \
diff --git a/cmd/builder/internal/config/default.yaml b/cmd/builder/internal/config/default.yaml
index d7b7a011acd..3e3f2483d70 100644
--- a/cmd/builder/internal/config/default.yaml
+++ b/cmd/builder/internal/config/default.yaml
@@ -18,7 +18,6 @@ receivers:
   - gomod: go.opentelemetry.io/collector/receiver/otlpreceiver v0.110.0
 exporters:
   - gomod: go.opentelemetry.io/collector/exporter/debugexporter v0.110.0
-  - gomod: go.opentelemetry.io/collector/exporter/loggingexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/nopexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/otlpexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/otlphttpexporter v0.110.0
diff --git a/cmd/builder/test/core.builder.yaml b/cmd/builder/test/core.builder.yaml
index e6aab6c3c6b..b9b7b03166b 100644
--- a/cmd/builder/test/core.builder.yaml
+++ b/cmd/builder/test/core.builder.yaml
@@ -40,7 +40,6 @@ replaces:
   - go.opentelemetry.io/collector/connector/connectorprofiles => ${WORKSPACE_DIR}/connector/connectorprofiles
   - go.opentelemetry.io/collector/exporter => ${WORKSPACE_DIR}/exporter
   - go.opentelemetry.io/collector/exporter/debugexporter => ${WORKSPACE_DIR}/exporter/debugexporter
-  - go.opentelemetry.io/collector/exporter/loggingexporter => ${WORKSPACE_DIR}/exporter/loggingexporter
   - go.opentelemetry.io/collector/exporter/exporterprofiles => ${WORKSPACE_DIR}/exporter/exporterprofiles
   - go.opentelemetry.io/collector/extension => ${WORKSPACE_DIR}/extension
   - go.opentelemetry.io/collector/extension/auth => ${WORKSPACE_DIR}/extension/auth
diff --git a/cmd/otelcorecol/builder-config.yaml b/cmd/otelcorecol/builder-config.yaml
index e3f58c89e34..defb0612a0c 100644
--- a/cmd/otelcorecol/builder-config.yaml
+++ b/cmd/otelcorecol/builder-config.yaml
@@ -18,7 +18,6 @@ receivers:
   - gomod: go.opentelemetry.io/collector/receiver/otlpreceiver v0.110.0
 exporters:
   - gomod: go.opentelemetry.io/collector/exporter/debugexporter v0.110.0
-  - gomod: go.opentelemetry.io/collector/exporter/loggingexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/nopexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/otlpexporter v0.110.0
   - gomod: go.opentelemetry.io/collector/exporter/otlphttpexporter v0.110.0
@@ -72,7 +71,6 @@ replaces:
   - go.opentelemetry.io/collector/exporter => ../../exporter
   - go.opentelemetry.io/collector/exporter/debugexporter => ../../exporter/debugexporter
   - go.opentelemetry.io/collector/exporter/exporterprofiles => ../../exporter/exporterprofiles
-  - go.opentelemetry.io/collector/exporter/loggingexporter => ../../exporter/loggingexporter
   - go.opentelemetry.io/collector/exporter/nopexporter => ../../exporter/nopexporter
   - go.opentelemetry.io/collector/exporter/otlpexporter => ../../exporter/otlpexporter
   - go.opentelemetry.io/collector/exporter/otlphttpexporter => ../../exporter/otlphttpexporter
diff --git a/cmd/otelcorecol/components.go b/cmd/otelcorecol/components.go
index aa0858060ef..c5901f2beef 100644
--- a/cmd/otelcorecol/components.go
+++ b/cmd/otelcorecol/components.go
@@ -8,7 +8,6 @@ import (
 	forwardconnector "go.opentelemetry.io/collector/connector/forwardconnector"
 	"go.opentelemetry.io/collector/exporter"
 	debugexporter "go.opentelemetry.io/collector/exporter/debugexporter"
-	loggingexporter "go.opentelemetry.io/collector/exporter/loggingexporter"
 	nopexporter "go.opentelemetry.io/collector/exporter/nopexporter"
 	otlpexporter "go.opentelemetry.io/collector/exporter/otlpexporter"
 	otlphttpexporter "go.opentelemetry.io/collector/exporter/otlphttpexporter"
@@ -52,7 +51,6 @@ func components() (otelcol.Factories, error) {
 
 	factories.Exporters, err = exporter.MakeFactoryMap(
 		debugexporter.NewFactory(),
-		loggingexporter.NewFactory(),
 		nopexporter.NewFactory(),
 		otlpexporter.NewFactory(),
 		otlphttpexporter.NewFactory(),
@@ -62,7 +60,6 @@ func components() (otelcol.Factories, error) {
 	}
 	factories.ExporterModules = make(map[component.Type]string, len(factories.Exporters))
 	factories.ExporterModules[debugexporter.NewFactory().Type()] = "go.opentelemetry.io/collector/exporter/debugexporter v0.110.0"
-	factories.ExporterModules[loggingexporter.NewFactory().Type()] = "go.opentelemetry.io/collector/exporter/loggingexporter v0.110.0"
 	factories.ExporterModules[nopexporter.NewFactory().Type()] = "go.opentelemetry.io/collector/exporter/nopexporter v0.110.0"
 	factories.ExporterModules[otlpexporter.NewFactory().Type()] = "go.opentelemetry.io/collector/exporter/otlpexporter v0.110.0"
 	factories.ExporterModules[otlphttpexporter.NewFactory().Type()] = "go.opentelemetry.io/collector/exporter/otlphttpexporter v0.110.0"
diff --git a/cmd/otelcorecol/go.mod b/cmd/otelcorecol/go.mod
index 947852a287f..61b81db4e04 100644
--- a/cmd/otelcorecol/go.mod
+++ b/cmd/otelcorecol/go.mod
@@ -18,7 +18,6 @@ require (
 	go.opentelemetry.io/collector/connector/forwardconnector v0.110.0
 	go.opentelemetry.io/collector/exporter v0.110.0
 	go.opentelemetry.io/collector/exporter/debugexporter v0.110.0
-	go.opentelemetry.io/collector/exporter/loggingexporter v0.110.0
 	go.opentelemetry.io/collector/exporter/nopexporter v0.110.0
 	go.opentelemetry.io/collector/exporter/otlpexporter v0.110.0
 	go.opentelemetry.io/collector/exporter/otlphttpexporter v0.110.0
@@ -214,8 +213,6 @@ replace go.opentelemetry.io/collector/exporter/debugexporter => ../../exporter/d
 
 replace go.opentelemetry.io/collector/exporter/exporterprofiles => ../../exporter/exporterprofiles
 
-replace go.opentelemetry.io/collector/exporter/loggingexporter => ../../exporter/loggingexporter
-
 replace go.opentelemetry.io/collector/exporter/nopexporter => ../../exporter/nopexporter
 
 replace go.opentelemetry.io/collector/exporter/otlpexporter => ../../exporter/otlpexporter
diff --git a/component/config_test.go b/component/config_test.go
index afdbc61b06e..9e6daa0f618 100644
--- a/component/config_test.go
+++ b/component/config_test.go
@@ -306,7 +306,6 @@ func TestNewType(t *testing.T) {
 		{name: "kinetica"},
 		{name: "kubeletstats"},
 		{name: "loadbalancing"},
-		{name: "logging"},
 		{name: "logicmonitor"},
 		{name: "logstransform"},
 		{name: "logzio"},
diff --git a/connector/forwardconnector/README.md b/connector/forwardconnector/README.md
index bf71e5785d8..413b87a7464 100644
--- a/connector/forwardconnector/README.md
+++ b/connector/forwardconnector/README.md
@@ -129,7 +129,7 @@ service:
       # - forward
   # traces/log:
   #   receivers: [forward]
-  #   exporters: [logging]
+  #   exporters: [debug]
 ```
 
 [Connectors README]:../README.md
diff --git a/exporter/debugexporter/README.md b/exporter/debugexporter/README.md
index 9b581eea46f..d9cb1304b39 100644
--- a/exporter/debugexporter/README.md
+++ b/exporter/debugexporter/README.md
@@ -24,7 +24,7 @@ See also the [Troubleshooting][troubleshooting_docs] document for examples on us
 
 The following settings are optional:
 
-- `verbosity` (default = `basic`): the verbosity of the logging export
+- `verbosity` (default = `basic`): the verbosity of the debug exporter
   (detailed|normal|basic). When set to `detailed`, pipeline data is verbosely
   logged.
 - `sampling_initial` (default = `2`): number of messages initially logged each
diff --git a/exporter/debugexporter/config.go b/exporter/debugexporter/config.go
index 2ebd85e78ab..3ddf8434dfa 100644
--- a/exporter/debugexporter/config.go
+++ b/exporter/debugexporter/config.go
@@ -20,9 +20,9 @@ var (
 	}
 )
 
-// Config defines configuration for logging exporter.
+// Config defines configuration for debug exporter.
 type Config struct {
-	// Verbosity defines the logging exporter verbosity.
+	// Verbosity defines the debug exporter verbosity.
 	Verbosity configtelemetry.Level `mapstructure:"verbosity,omitempty"`
 
 	// SamplingInitial defines how many samples are initially logged during each second.
diff --git a/exporter/debugexporter/exporter.go b/exporter/debugexporter/exporter.go
index 324cd19935c..2df9edf7a6f 100644
--- a/exporter/debugexporter/exporter.go
+++ b/exporter/debugexporter/exporter.go
@@ -1,10 +1,6 @@
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
 
-// NOTE: If you are making changes to this file, consider whether you want to make similar changes
-// to the Logging exporter in /exporter/internal/common/logging_exporter.go, which has similar logic.
-// This is especially important for security issues.
-
 package debugexporter // import "go.opentelemetry.io/collector/exporter/debugexporter"
 
 import (
diff --git a/exporter/loggingexporter/Makefile b/exporter/loggingexporter/Makefile
deleted file mode 100644
index ded7a36092d..00000000000
--- a/exporter/loggingexporter/Makefile
+++ /dev/null
@@ -1 +0,0 @@
-include ../../Makefile.Common
diff --git a/exporter/loggingexporter/README.md b/exporter/loggingexporter/README.md
deleted file mode 100644
index 685e1264e28..00000000000
--- a/exporter/loggingexporter/README.md
+++ /dev/null
@@ -1,52 +0,0 @@
-# Logging Exporter
-
-<!-- status autogenerated section -->
-| Status        |           |
-| ------------- |-----------|
-| Stability     | [deprecated]: traces, metrics, logs   |
-| Distributions | [core], [contrib] |
-| Issues        | [![Open issues](https://img.shields.io/github/issues-search/open-telemetry/opentelemetry-collector?query=is%3Aissue%20is%3Aopen%20label%3Aexporter%2Flogging%20&label=open&color=orange&logo=opentelemetry)](https://github.com/open-telemetry/opentelemetry-collector/issues?q=is%3Aopen+is%3Aissue+label%3Aexporter%2Flogging) [![Closed issues](https://img.shields.io/github/issues-search/open-telemetry/opentelemetry-collector?query=is%3Aissue%20is%3Aclosed%20label%3Aexporter%2Flogging%20&label=closed&color=blue&logo=opentelemetry)](https://github.com/open-telemetry/opentelemetry-collector/issues?q=is%3Aclosed+is%3Aissue+label%3Aexporter%2Flogging) |
-
-[deprecated]: https://github.com/open-telemetry/opentelemetry-collector#deprecated
-[core]: https://github.com/open-telemetry/opentelemetry-collector-releases/tree/main/distributions/otelcol
-[contrib]: https://github.com/open-telemetry/opentelemetry-collector-releases/tree/main/distributions/otelcol-contrib
-<!-- end autogenerated section -->
-
-This exporter is being deprecated in favour of the [debug exporter]. It will be removed in September 2024.
-
-Exports data to the console via zap.Logger.
-
-Supported pipeline types: traces, metrics, logs
-
-## Getting Started
-
-The following settings are optional:
-
-- `loglevel` (default = `info`): the log level of the logging export
-  (debug|info|warn|error). When set to `debug`, pipeline data is verbosely 
-  logged.
-  - **Note**: This option has been deprecated in favor of `verbosity`
-- `verbosity` (default = `normal`): the verbosity of the logging export
-  (detailed|normal|basic). When set to `detailed`, pipeline data is verbosely
-  logged.
-- `sampling_initial` (default = `2`): number of messages initially logged each
-  second.
-- `sampling_thereafter` (default = `500`): sampling rate after the initial
-  messages are logged (every Mth message is logged). Refer to [Zap
-  docs](https://godoc.org/go.uber.org/zap/zapcore#NewSampler) for more details
-  on how sampling parameters impact number of messages.
-
-### Note
-`loglevel` is deprecated, use `verbosity` instead.
-
-Example:
-
-```yaml
-exporters:
-  logging:
-    verbosity: detailed
-    sampling_initial: 5
-    sampling_thereafter: 200
-```
-
-[debug exporter]: ../debugexporter/README.md
diff --git a/exporter/loggingexporter/config.go b/exporter/loggingexporter/config.go
deleted file mode 100644
index d35cdd6fa4d..00000000000
--- a/exporter/loggingexporter/config.go
+++ /dev/null
@@ -1,94 +0,0 @@
-// Copyright The OpenTelemetry Authors
-// SPDX-License-Identifier: Apache-2.0
-
-package loggingexporter // import "go.opentelemetry.io/collector/exporter/loggingexporter"
-
-import (
-	"fmt"
-
-	"go.uber.org/zap/zapcore"
-
-	"go.opentelemetry.io/collector/component"
-	"go.opentelemetry.io/collector/config/configtelemetry"
-	"go.opentelemetry.io/collector/confmap"
-)
-
-var (
-	// supportedLevels in this exporter's configuration.
-	// configtelemetry.LevelNone and other future values are not supported.
-	supportedLevels map[configtelemetry.Level]struct{} = map[configtelemetry.Level]struct{}{
-		configtelemetry.LevelBasic:    {},
-		configtelemetry.LevelNormal:   {},
-		configtelemetry.LevelDetailed: {},
-	}
-)
-
-// Config defines configuration for logging exporter.
-type Config struct {
-	// LogLevel defines log level of the logging exporter; options are debug, info, warn, error.
-	// Deprecated: Use `Verbosity` instead.
-	LogLevel zapcore.Level `mapstructure:"loglevel,omitempty"`
-
-	// Verbosity defines the logging exporter verbosity.
-	Verbosity configtelemetry.Level `mapstructure:"verbosity,omitempty"`
-
-	// SamplingInitial defines how many samples are initially logged during each second.
-	SamplingInitial int `mapstructure:"sampling_initial"`
-
-	// SamplingThereafter defines the sampling rate after the initial samples are logged.
-	SamplingThereafter int `mapstructure:"sampling_thereafter"`
-
-	// warnLogLevel is set on unmarshaling to warn users about `loglevel` usage.
-	warnLogLevel bool
-}
-
-var _ component.Config = (*Config)(nil)
-var _ confmap.Unmarshaler = (*Config)(nil)
-
-func mapLevel(level zapcore.Level) (configtelemetry.Level, error) {
-	switch level {
-	case zapcore.DebugLevel:
-		return configtelemetry.LevelDetailed, nil
-	case zapcore.InfoLevel:
-		return configtelemetry.LevelNormal, nil
-	case zapcore.WarnLevel, zapcore.ErrorLevel,
-		zapcore.DPanicLevel, zapcore.PanicLevel, zapcore.FatalLevel:
-		// Anything above info is mapped to 'basic' level.
-		return configtelemetry.LevelBasic, nil
-	default:
-		return configtelemetry.LevelNone, fmt.Errorf("log level %q is not supported", level)
-	}
-}
-
-func (cfg *Config) Unmarshal(conf *confmap.Conf) error {
-	if conf.IsSet("loglevel") && conf.IsSet("verbosity") {
-		return fmt.Errorf("'loglevel' and 'verbosity' are incompatible. Use only 'verbosity' instead")
-	}
-
-	if err := conf.Unmarshal(cfg); err != nil {
-		return err
-	}
-
-	if conf.IsSet("loglevel") {
-		verbosity, err := mapLevel(cfg.LogLevel)
-		if err != nil {
-			return fmt.Errorf("failed to map 'loglevel': %w", err)
-		}
-
-		// 'verbosity' is unset but 'loglevel' is set.
-		// Override default verbosity.
-		cfg.Verbosity = verbosity
-		cfg.warnLogLevel = true
-	}
-
-	return nil
-}
-
-// Validate checks if the exporter configuration is valid
-func (cfg *Config) Validate() error {
-	if _, ok := supportedLevels[cfg.Verbosity]; !ok {
-		return fmt.Errorf("verbosity level %q is not supported", cfg.Verbosity)
-	}
-
-	return nil
-}
diff --git a/exporter/loggingexporter/config_test.go b/exporter/loggingexporter/config_test.go
deleted file mode 100644
index 6280113f981..00000000000
--- a/exporter/loggingexporter/config_test.go
+++ /dev/null
@@ -1,181 +0,0 @@
-// Copyright The OpenTelemetry Authors
-// SPDX-License-Identifier: Apache-2.0
-
-package loggingexporter
-
-import (
-	"path/filepath"
-	"testing"
-
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-	"go.uber.org/zap/zapcore"
-
-	"go.opentelemetry.io/collector/config/configtelemetry"
-	"go.opentelemetry.io/collector/confmap"
-	"go.opentelemetry.io/collector/confmap/confmaptest"
-)
-
-func TestUnmarshalDefaultConfig(t *testing.T) {
-	factory := NewFactory()
-	cfg := factory.CreateDefaultConfig()
-	require.NoError(t, confmap.New().Unmarshal(&cfg))
-	assert.Equal(t, factory.CreateDefaultConfig(), cfg)
-}
-
-func TestUnmarshalConfig(t *testing.T) {
-	tests := []struct {
-		filename    string
-		cfg         *Config
-		expectedErr string
-	}{
-		{
-			filename: "config_loglevel.yaml",
-			cfg: &Config{
-				LogLevel:           zapcore.DebugLevel,
-				Verbosity:          configtelemetry.LevelDetailed,
-				SamplingInitial:    10,
-				SamplingThereafter: 50,
-				warnLogLevel:       true,
-			},
-		},
-		{
-			filename: "config_verbosity.yaml",
-			cfg: &Config{
-				LogLevel:           zapcore.InfoLevel,
-				Verbosity:          configtelemetry.LevelDetailed,
-				SamplingInitial:    10,
-				SamplingThereafter: 50,
-			},
-		},
-		{
-			filename: "loglevel_info.yaml",
-			cfg: &Config{
-				LogLevel:           zapcore.InfoLevel,
-				Verbosity:          configtelemetry.LevelNormal,
-				SamplingInitial:    2,
-				SamplingThereafter: 500,
-				warnLogLevel:       true,
-			},
-		},
-		{
-			filename:    "invalid_verbosity_loglevel.yaml",
-			expectedErr: "'loglevel' and 'verbosity' are incompatible. Use only 'verbosity' instead",
-		},
-		{
-			filename:    "config_loglevel_typo.yaml",
-			expectedErr: "'' has invalid keys: logLevel",
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.filename, func(t *testing.T) {
-			cm, err := confmaptest.LoadConf(filepath.Join("testdata", tt.filename))
-			require.NoError(t, err)
-			factory := NewFactory()
-			cfg := factory.CreateDefaultConfig()
-			err = cm.Unmarshal(&cfg)
-			if tt.expectedErr != "" {
-				assert.ErrorContains(t, err, tt.expectedErr)
-			} else {
-				require.NoError(t, err)
-				assert.Equal(t, tt.cfg, cfg)
-			}
-		})
-	}
-}
-
-func Test_UnmarshalMarshalled(t *testing.T) {
-	for name, tc := range map[string]struct {
-		inCfg          *Config
-		expectedConfig *Config
-		expectedErr    string
-	}{
-		"Base": {
-			inCfg:          &Config{},
-			expectedConfig: &Config{},
-		},
-		"VerbositySpecified": {
-			inCfg: &Config{
-				Verbosity: configtelemetry.LevelDetailed,
-			},
-			expectedConfig: &Config{
-				Verbosity: configtelemetry.LevelDetailed,
-			},
-		},
-		"LogLevelSpecified": {
-			inCfg: &Config{
-				LogLevel: zapcore.DebugLevel,
-			},
-			expectedConfig: &Config{
-				LogLevel:     zapcore.DebugLevel,
-				Verbosity:    configtelemetry.LevelDetailed,
-				warnLogLevel: true,
-			},
-		},
-		"SpecifiedLogLevelExpectedErr": {
-			inCfg: &Config{
-				// Cannot specify both log level and verbosity so an error is expected
-				LogLevel:  zapcore.DebugLevel,
-				Verbosity: configtelemetry.LevelNormal,
-			},
-			expectedErr: "'loglevel' and 'verbosity' are incompatible. Use only 'verbosity' instead",
-		},
-	} {
-		t.Run(name, func(t *testing.T) {
-
-			conf := confmap.New()
-			err := conf.Marshal(tc.inCfg)
-			require.NoError(t, err)
-
-			raw := conf.ToStringMap()
-
-			conf = confmap.NewFromStringMap(raw)
-
-			outCfg := &Config{}
-
-			err = conf.Unmarshal(outCfg)
-
-			if tc.expectedErr == "" {
-				require.NoError(t, err)
-				assert.Equal(t, tc.expectedConfig, outCfg)
-				return
-			}
-			require.Error(t, err)
-			assert.EqualError(t, err, tc.expectedErr)
-		})
-	}
-}
-
-func TestValidate(t *testing.T) {
-	tests := []struct {
-		name        string
-		cfg         *Config
-		expectedErr string
-	}{
-		{
-			name: "verbosity none",
-			cfg: &Config{
-				Verbosity: configtelemetry.LevelNone,
-			},
-			expectedErr: "verbosity level \"None\" is not supported",
-		},
-		{
-			name: "verbosity detailed",
-			cfg: &Config{
-				Verbosity: configtelemetry.LevelDetailed,
-			},
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			err := tt.cfg.Validate()
-			if tt.expectedErr != "" {
-				assert.EqualError(t, err, tt.expectedErr)
-			} else {
-				assert.NoError(t, err)
-			}
-		})
-	}
-}
diff --git a/exporter/loggingexporter/doc.go b/exporter/loggingexporter/doc.go
deleted file mode 100644
index 3a5c01850d9..00000000000
--- a/exporter/loggingexporter/doc.go
+++ /dev/null
@@ -1,7 +0,0 @@
-// Copyright The OpenTelemetry Authors
-// SPDX-License-Identifier: Apache-2.0
-
-//go:generate mdatagen metadata.yaml
-
-// Package loggingexporter exports data to console as logs.
-package loggingexporter // import "go.opentelemetry.io/collector/exporter/loggingexporter"
diff --git a/exporter/loggingexporter/factory.go b/exporter/loggingexporter/factory.go
deleted file mode 100644
index c19d7e16ac6..00000000000
--- a/exporter/loggingexporter/factory.go
+++ /dev/null
@@ -1,80 +0,0 @@
-// Copyright The OpenTelemetry Authors
-// SPDX-License-Identifier: Apache-2.0
-
-package loggingexporter // import "go.opentelemetry.io/collector/exporter/loggingexporter"
-
-import (
-	"context"
-
-	"go.uber.org/zap/zapcore"
-
-	"go.opentelemetry.io/collector/component"
-	"go.opentelemetry.io/collector/config/configtelemetry"
-	"go.opentelemetry.io/collector/exporter"
-	"go.opentelemetry.io/collector/exporter/internal/common"
-	"go.opentelemetry.io/collector/exporter/loggingexporter/internal/metadata"
-)
-
-// The value of "type" key in configuration.
-var componentType = component.MustNewType("logging")
-
-const (
-	defaultSamplingInitial    = 2
-	defaultSamplingThereafter = 500
-)
-
-// NewFactory creates a factory for Logging exporter
-func NewFactory() exporter.Factory {
-	return exporter.NewFactory(
-		componentType,
-		createDefaultConfig,
-		exporter.WithTraces(createTracesExporter, metadata.TracesStability),
-		exporter.WithMetrics(createMetricsExporter, metadata.MetricsStability),
-		exporter.WithLogs(createLogsExporter, metadata.LogsStability),
-	)
-}
-
-func createDefaultConfig() component.Config {
-	return &Config{
-		LogLevel:           zapcore.InfoLevel,
-		Verbosity:          configtelemetry.LevelNormal,
-		SamplingInitial:    defaultSamplingInitial,
-		SamplingThereafter: defaultSamplingThereafter,
-	}
-}
-
-func createTracesExporter(ctx context.Context, set exporter.Settings, config component.Config) (exporter.Traces, error) {
-	set.TelemetrySettings.Logger.Warn("The logging exporter is DEPRECATED and will be REMOVED in v0.111.0. Use the debug exporter instead: https://github.com/open-telemetry/opentelemetry-collector/tree/main/exporter/debugexporter")
-	cfg := config.(*Config)
-	return common.CreateTracesExporter(ctx, set, config, &common.Common{
-		Verbosity:          cfg.Verbosity,
-		WarnLogLevel:       cfg.warnLogLevel,
-		LogLevel:           cfg.LogLevel,
-		SamplingInitial:    cfg.SamplingInitial,
-		SamplingThereafter: cfg.SamplingThereafter,
-	})
-}
-
-func createMetricsExporter(ctx context.Context, set exporter.Settings, config component.Config) (exporter.Metrics, error) {
-	set.TelemetrySettings.Logger.Warn("The logging exporter is DEPRECATED and will be REMOVED in v0.111.0. Use the debug exporter instead: https://github.com/open-telemetry/opentelemetry-collector/tree/main/exporter/debugexporter")
-	cfg := config.(*Config)
-	return common.CreateMetricsExporter(ctx, set, config, &common.Common{
-		Verbosity:          cfg.Verbosity,
-		WarnLogLevel:       cfg.warnLogLevel,
-		LogLevel:           cfg.LogLevel,
-		SamplingInitial:    cfg.SamplingInitial,
-		SamplingThereafter: cfg.SamplingThereafter,
-	})
-}
-
-func createLogsExporter(ctx context.Context, set exporter.Settings, config component.Config) (exporter.Logs, error) {
-	set.TelemetrySettings.Logger.Warn("The logging exporter is DEPRECATED and will be REMOVED in v0.111.0. Use the debug exporter instead: https://github.com/open-telemetry/opentelemetry-collector/tree/main/exporter/debugexporter")
-	cfg := config.(*Config)
-	return common.CreateLogsExporter(ctx, set, config, &common.Common{
-		Verbosity:          cfg.Verbosity,
-		WarnLogLevel:       cfg.warnLogLevel,
-		LogLevel:           cfg.LogLevel,
-		SamplingInitial:    cfg.SamplingInitial,
-		SamplingThereafter: cfg.SamplingThereafter,
-	})
-}
diff --git a/exporter/loggingexporter/factory_test.go b/exporter/loggingexporter/factory_test.go
deleted file mode 100644
index 2b35acddf3c..00000000000
--- a/exporter/loggingexporter/factory_test.go
+++ /dev/null
@@ -1,49 +0,0 @@
-// Copyright The OpenTelemetry Authors
-// SPDX-License-Identifier: Apache-2.0
-
-package loggingexporter
-
-import (
-	"context"
-	"testing"
-
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-
-	"go.opentelemetry.io/collector/component/componenttest"
-	"go.opentelemetry.io/collector/exporter/exportertest"
-)
-
-func TestCreateDefaultConfig(t *testing.T) {
-	factory := NewFactory()
-	cfg := factory.CreateDefaultConfig()
-	assert.NotNil(t, cfg, "failed to create default config")
-	assert.NoError(t, componenttest.CheckConfigStruct(cfg))
-}
-
-func TestCreateMetricsExporter(t *testing.T) {
-	factory := NewFactory()
-	cfg := factory.CreateDefaultConfig()
-
-	me, err := factory.CreateMetricsExporter(context.Background(), exportertest.NewNopSettings(), cfg)
-	require.NoError(t, err)
-	assert.NotNil(t, me)
-}
-
-func TestCreateTracesExporter(t *testing.T) {
-	factory := NewFactory()
-	cfg := factory.CreateDefaultConfig()
-
-	te, err := factory.CreateTracesExporter(context.Background(), exportertest.NewNopSettings(), cfg)
-	require.NoError(t, err)
-	assert.NotNil(t, te)
-}
-
-func TestCreateLogsExporter(t *testing.T) {
-	factory := NewFactory()
-	cfg := factory.CreateDefaultConfig()
-
-	te, err := factory.CreateLogsExporter(context.Background(), exportertest.NewNopSettings(), cfg)
-	require.NoError(t, err)
-	assert.NotNil(t, te)
-}
diff --git a/exporter/loggingexporter/generated_component_test.go b/exporter/loggingexporter/generated_component_test.go
deleted file mode 100644
index be058ef46c5..00000000000
--- a/exporter/loggingexporter/generated_component_test.go
+++ /dev/null
@@ -1,151 +0,0 @@
-// Code generated by mdatagen. DO NOT EDIT.
-
-package loggingexporter
-
-import (
-	"context"
-	"testing"
-	"time"
-
-	"github.com/stretchr/testify/require"
-
-	"go.opentelemetry.io/collector/component"
-	"go.opentelemetry.io/collector/component/componenttest"
-	"go.opentelemetry.io/collector/confmap/confmaptest"
-	"go.opentelemetry.io/collector/exporter"
-	"go.opentelemetry.io/collector/exporter/exportertest"
-	"go.opentelemetry.io/collector/pdata/pcommon"
-	"go.opentelemetry.io/collector/pdata/plog"
-	"go.opentelemetry.io/collector/pdata/pmetric"
-	"go.opentelemetry.io/collector/pdata/ptrace"
-)
-
-func TestComponentFactoryType(t *testing.T) {
-	require.Equal(t, "logging", NewFactory().Type().String())
-}
-
-func TestComponentConfigStruct(t *testing.T) {
-	require.NoError(t, componenttest.CheckConfigStruct(NewFactory().CreateDefaultConfig()))
-}
-
-func TestComponentLifecycle(t *testing.T) {
-	factory := NewFactory()
-
-	tests := []struct {
-		name     string
-		createFn func(ctx context.Context, set exporter.Settings, cfg component.Config) (component.Component, error)
-	}{
-
-		{
-			name: "logs",
-			createFn: func(ctx context.Context, set exporter.Settings, cfg component.Config) (component.Component, error) {
-				return factory.CreateLogsExporter(ctx, set, cfg)
-			},
-		},
-
-		{
-			name: "metrics",
-			createFn: func(ctx context.Context, set exporter.Settings, cfg component.Config) (component.Component, error) {
-				return factory.CreateMetricsExporter(ctx, set, cfg)
-			},
-		},
-
-		{
-			name: "traces",
-			createFn: func(ctx context.Context, set exporter.Settings, cfg component.Config) (component.Component, error) {
-				return factory.CreateTracesExporter(ctx, set, cfg)
-			},
-		},
-	}
-
-	cm, err := confmaptest.LoadConf("metadata.yaml")
-	require.NoError(t, err)
-	cfg := factory.CreateDefaultConfig()
-	sub, err := cm.Sub("tests::config")
-	require.NoError(t, err)
-	require.NoError(t, sub.Unmarshal(&cfg))
-
-	for _, tt := range tests {
-		t.Run(tt.name+"-shutdown", func(t *testing.T) {
-			c, err := tt.createFn(context.Background(), exportertest.NewNopSettings(), cfg)
-			require.NoError(t, err)
-			err = c.Shutdown(context.Background())
-			require.NoError(t, err)
-		})
-		t.Run(tt.name+"-lifecycle", func(t *testing.T) {
-			c, err := tt.createFn(context.Background(), exportertest.NewNopSettings(), cfg)
-			require.NoError(t, err)
-			host := componenttest.NewNopHost()
-			err = c.Start(context.Background(), host)
-			require.NoError(t, err)
-			require.NotPanics(t, func() {
-				switch tt.name {
-				case "logs":
-					e, ok := c.(exporter.Logs)
-					require.True(t, ok)
-					logs := generateLifecycleTestLogs()
-					if !e.Capabilities().MutatesData {
-						logs.MarkReadOnly()
-					}
-					err = e.ConsumeLogs(context.Background(), logs)
-				case "metrics":
-					e, ok := c.(exporter.Metrics)
-					require.True(t, ok)
-					metrics := generateLifecycleTestMetrics()
-					if !e.Capabilities().MutatesData {
-						metrics.MarkReadOnly()
-					}
-					err = e.ConsumeMetrics(context.Background(), metrics)
-				case "traces":
-					e, ok := c.(exporter.Traces)
-					require.True(t, ok)
-					traces := generateLifecycleTestTraces()
-					if !e.Capabilities().MutatesData {
-						traces.MarkReadOnly()
-					}
-					err = e.ConsumeTraces(context.Background(), traces)
-				}
-			})
-
-			require.NoError(t, err)
-
-			err = c.Shutdown(context.Background())
-			require.NoError(t, err)
-		})
-	}
-}
-
-func generateLifecycleTestLogs() plog.Logs {
-	logs := plog.NewLogs()
-	rl := logs.ResourceLogs().AppendEmpty()
-	rl.Resource().Attributes().PutStr("resource", "R1")
-	l := rl.ScopeLogs().AppendEmpty().LogRecords().AppendEmpty()
-	l.Body().SetStr("test log message")
-	l.SetTimestamp(pcommon.NewTimestampFromTime(time.Now()))
-	return logs
-}
-
-func generateLifecycleTestMetrics() pmetric.Metrics {
-	metrics := pmetric.NewMetrics()
-	rm := metrics.ResourceMetrics().AppendEmpty()
-	rm.Resource().Attributes().PutStr("resource", "R1")
-	m := rm.ScopeMetrics().AppendEmpty().Metrics().AppendEmpty()
-	m.SetName("test_metric")
-	dp := m.SetEmptyGauge().DataPoints().AppendEmpty()
-	dp.Attributes().PutStr("test_attr", "value_1")
-	dp.SetIntValue(123)
-	dp.SetTimestamp(pcommon.NewTimestampFromTime(time.Now()))
-	return metrics
-}
-
-func generateLifecycleTestTraces() ptrace.Traces {
-	traces := ptrace.NewTraces()
-	rs := traces.ResourceSpans().AppendEmpty()
-	rs.Resource().Attributes().PutStr("resource", "R1")
-	span := rs.ScopeSpans().AppendEmpty().Spans().AppendEmpty()
-	span.Attributes().PutStr("test_attr", "value_1")
-	span.SetName("test_span")
-	span.SetStartTimestamp(pcommon.NewTimestampFromTime(time.Now().Add(-1 * time.Second)))
-	span.SetEndTimestamp(pcommon.NewTimestampFromTime(time.Now()))
-	return traces
-}
diff --git a/exporter/loggingexporter/generated_package_test.go b/exporter/loggingexporter/generated_package_test.go
deleted file mode 100644
index 14eb697fde5..00000000000
--- a/exporter/loggingexporter/generated_package_test.go
+++ /dev/null
@@ -1,13 +0,0 @@
-// Code generated by mdatagen. DO NOT EDIT.
-
-package loggingexporter
-
-import (
-	"testing"
-
-	"go.uber.org/goleak"
-)
-
-func TestMain(m *testing.M) {
-	goleak.VerifyTestMain(m)
-}
diff --git a/exporter/loggingexporter/go.mod b/exporter/loggingexporter/go.mod
deleted file mode 100644
index 49e11a93fd9..00000000000
--- a/exporter/loggingexporter/go.mod
+++ /dev/null
@@ -1,100 +0,0 @@
-// Deprecated: loggingexporter is deprecated in favour of the debugexporter. It will be removed in September 2024.
-module go.opentelemetry.io/collector/exporter/loggingexporter
-
-go 1.22.0
-
-require (
-	github.com/stretchr/testify v1.9.0
-	go.opentelemetry.io/collector/component v0.110.0
-	go.opentelemetry.io/collector/config/configtelemetry v0.110.0
-	go.opentelemetry.io/collector/confmap v1.16.0
-	go.opentelemetry.io/collector/exporter v0.110.0
-	go.opentelemetry.io/collector/pdata v1.16.0
-	go.uber.org/goleak v1.3.0
-	go.uber.org/zap v1.27.0
-)
-
-require (
-	github.com/cenkalti/backoff/v4 v4.3.0 // indirect
-	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/go-logr/logr v1.4.2 // indirect
-	github.com/go-logr/stdr v1.2.2 // indirect
-	github.com/go-viper/mapstructure/v2 v2.1.0 // indirect
-	github.com/gogo/protobuf v1.3.2 // indirect
-	github.com/google/uuid v1.6.0 // indirect
-	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/knadh/koanf/maps v0.1.1 // indirect
-	github.com/knadh/koanf/providers/confmap v0.1.0 // indirect
-	github.com/knadh/koanf/v2 v2.1.1 // indirect
-	github.com/mitchellh/copystructure v1.2.0 // indirect
-	github.com/mitchellh/reflectwalk v1.0.2 // indirect
-	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
-	github.com/modern-go/reflect2 v1.0.2 // indirect
-	github.com/pmezard/go-difflib v1.0.0 // indirect
-	go.opentelemetry.io/collector/config/configretry v1.16.0 // indirect
-	go.opentelemetry.io/collector/consumer v0.110.0 // indirect
-	go.opentelemetry.io/collector/consumer/consumerprofiles v0.110.0 // indirect
-	go.opentelemetry.io/collector/consumer/consumertest v0.110.0 // indirect
-	go.opentelemetry.io/collector/exporter/exporterprofiles v0.110.0 // indirect
-	go.opentelemetry.io/collector/extension v0.110.0 // indirect
-	go.opentelemetry.io/collector/extension/experimental/storage v0.110.0 // indirect
-	go.opentelemetry.io/collector/internal/globalsignal v0.110.0 // indirect
-	go.opentelemetry.io/collector/pdata/pprofile v0.110.0 // indirect
-	go.opentelemetry.io/collector/pipeline v0.110.0 // indirect
-	go.opentelemetry.io/collector/receiver v0.110.0 // indirect
-	go.opentelemetry.io/collector/receiver/receiverprofiles v0.110.0 // indirect
-	go.opentelemetry.io/otel v1.30.0 // indirect
-	go.opentelemetry.io/otel/metric v1.30.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.30.0 // indirect
-	go.opentelemetry.io/otel/sdk/metric v1.30.0 // indirect
-	go.opentelemetry.io/otel/trace v1.30.0 // indirect
-	go.uber.org/multierr v1.11.0 // indirect
-	golang.org/x/net v0.28.0 // indirect
-	golang.org/x/sys v0.25.0 // indirect
-	golang.org/x/text v0.17.0 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd // indirect
-	google.golang.org/grpc v1.67.1 // indirect
-	google.golang.org/protobuf v1.34.2 // indirect
-	gopkg.in/yaml.v3 v3.0.1 // indirect
-)
-
-replace go.opentelemetry.io/collector/component => ../../component
-
-replace go.opentelemetry.io/collector/confmap => ../../confmap
-
-replace go.opentelemetry.io/collector/consumer => ../../consumer
-
-replace go.opentelemetry.io/collector/exporter => ../
-
-replace go.opentelemetry.io/collector/extension => ../../extension
-
-replace go.opentelemetry.io/collector/extension/experimental/storage => ../../extension/experimental/storage
-
-replace go.opentelemetry.io/collector/pdata => ../../pdata
-
-replace go.opentelemetry.io/collector/pdata/testdata => ../../pdata/testdata
-
-replace go.opentelemetry.io/collector/receiver => ../../receiver
-
-retract (
-	v0.76.0 // Depends on retracted pdata v1.0.0-rc10 module, use v0.76.1
-	v0.69.0 // Release failed, use v0.69.1
-)
-
-replace go.opentelemetry.io/collector/config/configtelemetry => ../../config/configtelemetry
-
-replace go.opentelemetry.io/collector/config/configretry => ../../config/configretry
-
-replace go.opentelemetry.io/collector/pdata/pprofile => ../../pdata/pprofile
-
-replace go.opentelemetry.io/collector/consumer/consumerprofiles => ../../consumer/consumerprofiles
-
-replace go.opentelemetry.io/collector/consumer/consumertest => ../../consumer/consumertest
-
-replace go.opentelemetry.io/collector/receiver/receiverprofiles => ../../receiver/receiverprofiles
-
-replace go.opentelemetry.io/collector/exporter/exporterprofiles => ../exporterprofiles
-
-replace go.opentelemetry.io/collector/pipeline => ../../pipeline
-
-replace go.opentelemetry.io/collector/internal/globalsignal => ../../internal/globalsignal
diff --git a/exporter/loggingexporter/go.sum b/exporter/loggingexporter/go.sum
deleted file mode 100644
index 0c99067a705..00000000000
--- a/exporter/loggingexporter/go.sum
+++ /dev/null
@@ -1,110 +0,0 @@
-github.com/cenkalti/backoff/v4 v4.3.0 h1:MyRJ/UdXutAwSAT+s3wNd7MfTIcy71VQueUuFK343L8=
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-github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
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-github.com/rogpeppe/go-internal v1.10.0/go.mod h1:UQnix2H7Ngw/k4C5ijL5+65zddjncjaFoBhdsK/akog=
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-go.opentelemetry.io/otel v1.30.0 h1:F2t8sK4qf1fAmY9ua4ohFS/K+FUuOPemHUIXHtktrts=
-go.opentelemetry.io/otel v1.30.0/go.mod h1:tFw4Br9b7fOS+uEao81PJjVMjW/5fvNCbpsDIXqP0pc=
-go.opentelemetry.io/otel/metric v1.30.0 h1:4xNulvn9gjzo4hjg+wzIKG7iNFEaBMX00Qd4QIZs7+w=
-go.opentelemetry.io/otel/metric v1.30.0/go.mod h1:aXTfST94tswhWEb+5QjlSqG+cZlmyXy/u8jFpor3WqQ=
-go.opentelemetry.io/otel/sdk v1.30.0 h1:cHdik6irO49R5IysVhdn8oaiR9m8XluDaJAs4DfOrYE=
-go.opentelemetry.io/otel/sdk v1.30.0/go.mod h1:p14X4Ok8S+sygzblytT1nqG98QG2KYKv++HE0LY/mhg=
-go.opentelemetry.io/otel/sdk/metric v1.30.0 h1:QJLT8Pe11jyHBHfSAgYH7kEmT24eX792jZO1bo4BXkM=
-go.opentelemetry.io/otel/sdk/metric v1.30.0/go.mod h1:waS6P3YqFNzeP01kuo/MBBYqaoBJl7efRQHOaydhy1Y=
-go.opentelemetry.io/otel/trace v1.30.0 h1:7UBkkYzeg3C7kQX8VAidWh2biiQbtAKjyIML8dQ9wmc=
-go.opentelemetry.io/otel/trace v1.30.0/go.mod h1:5EyKqTzzmyqB9bwtCCq6pDLktPK6fmGf/Dph+8VI02o=
-go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
-go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
-go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
-go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y=
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-go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E=
-golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
-golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
-golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
-golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
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-golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
-golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
-golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
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-golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd h1:6TEm2ZxXoQmFWFlt1vNxvVOa1Q0dXFQD1m/rYjXmS0E=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240822170219-fc7c04adadcd/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU=
-google.golang.org/grpc v1.67.1 h1:zWnc1Vrcno+lHZCOofnIMvycFcc0QRGIzm9dhnDX68E=
-google.golang.org/grpc v1.67.1/go.mod h1:1gLDyUQU7CTLJI90u3nXZ9ekeghjeM7pTDZlqFNg2AA=
-google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
-google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
-gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
-gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
-gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
-gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/exporter/loggingexporter/internal/metadata/generated_status.go b/exporter/loggingexporter/internal/metadata/generated_status.go
deleted file mode 100644
index 7c415b23aae..00000000000
--- a/exporter/loggingexporter/internal/metadata/generated_status.go
+++ /dev/null
@@ -1,18 +0,0 @@
-// Code generated by mdatagen. DO NOT EDIT.
-
-package metadata
-
-import (
-	"go.opentelemetry.io/collector/component"
-)
-
-var (
-	Type      = component.MustNewType("logging")
-	ScopeName = "go.opentelemetry.io/collector/exporter/loggingexporter"
-)
-
-const (
-	TracesStability  = component.StabilityLevelDeprecated
-	MetricsStability = component.StabilityLevelDeprecated
-	LogsStability    = component.StabilityLevelDeprecated
-)
diff --git a/exporter/loggingexporter/metadata.yaml b/exporter/loggingexporter/metadata.yaml
deleted file mode 100644
index 135c1749611..00000000000
--- a/exporter/loggingexporter/metadata.yaml
+++ /dev/null
@@ -1,8 +0,0 @@
-type: logging
-github_project: open-telemetry/opentelemetry-collector
-
-status:
-  class: exporter
-  stability:
-    deprecated: [traces, metrics, logs]
-  distributions: [core, contrib]
diff --git a/exporter/loggingexporter/testdata/config_loglevel.yaml b/exporter/loggingexporter/testdata/config_loglevel.yaml
deleted file mode 100644
index ffe8a0df593..00000000000
--- a/exporter/loggingexporter/testdata/config_loglevel.yaml
+++ /dev/null
@@ -1,3 +0,0 @@
-loglevel: debug
-sampling_initial: 10
-sampling_thereafter: 50
diff --git a/exporter/loggingexporter/testdata/config_loglevel_typo.yaml b/exporter/loggingexporter/testdata/config_loglevel_typo.yaml
deleted file mode 100644
index 59222127eb7..00000000000
--- a/exporter/loggingexporter/testdata/config_loglevel_typo.yaml
+++ /dev/null
@@ -1,2 +0,0 @@
-# Typo in the configuration that assumes that this property is camelcase
-logLevel: debug
diff --git a/exporter/loggingexporter/testdata/config_verbosity.yaml b/exporter/loggingexporter/testdata/config_verbosity.yaml
deleted file mode 100644
index 4ea62997627..00000000000
--- a/exporter/loggingexporter/testdata/config_verbosity.yaml
+++ /dev/null
@@ -1,3 +0,0 @@
-verbosity: detailed
-sampling_initial: 10
-sampling_thereafter: 50
diff --git a/exporter/loggingexporter/testdata/invalid_verbosity_loglevel.yaml b/exporter/loggingexporter/testdata/invalid_verbosity_loglevel.yaml
deleted file mode 100644
index 37f8f16b24f..00000000000
--- a/exporter/loggingexporter/testdata/invalid_verbosity_loglevel.yaml
+++ /dev/null
@@ -1,2 +0,0 @@
-loglevel: info
-verbosity: detailed
diff --git a/exporter/loggingexporter/testdata/loglevel_info.yaml b/exporter/loggingexporter/testdata/loglevel_info.yaml
deleted file mode 100644
index 63506faefb4..00000000000
--- a/exporter/loggingexporter/testdata/loglevel_info.yaml
+++ /dev/null
@@ -1 +0,0 @@
-loglevel: info
diff --git a/otelcol/internal/configunmarshaler/configs.go b/otelcol/internal/configunmarshaler/configs.go
index 341c6fcad9d..e60ab5d29b4 100644
--- a/otelcol/internal/configunmarshaler/configs.go
+++ b/otelcol/internal/configunmarshaler/configs.go
@@ -4,6 +4,7 @@
 package configunmarshaler // import "go.opentelemetry.io/collector/otelcol/internal/configunmarshaler"
 
 import (
+	"errors"
 	"fmt"
 
 	"golang.org/x/exp/maps"
@@ -64,6 +65,9 @@ func (c *Configs[F]) Configs() map[component.ID]component.Config {
 }
 
 func errorUnknownType(id component.ID, factories []component.Type) error {
+	if id.Type().String() == "logging" {
+		return errors.New("the logging exporter has been deprecated, use the debug exporter instead")
+	}
 	return fmt.Errorf("unknown type: %q for id: %q (valid values: %v)", id.Type(), id, factories)
 }
 
diff --git a/otelcol/internal/configunmarshaler/configs_test.go b/otelcol/internal/configunmarshaler/configs_test.go
index c9cbdd9dba2..efbf97194b0 100644
--- a/otelcol/internal/configunmarshaler/configs_test.go
+++ b/otelcol/internal/configunmarshaler/configs_test.go
@@ -142,3 +142,15 @@ func TestUnmarshalError(t *testing.T) {
 		})
 	}
 }
+
+func TestUnmarshal_LoggingExporter(t *testing.T) {
+	conf := confmap.NewFromStringMap(map[string]any{
+		"logging": nil,
+	})
+	factories := map[component.Type]component.Factory{
+		nopType: exportertest.NewNopFactory(),
+	}
+	cfgs := NewConfigs(factories)
+	err := cfgs.Unmarshal(conf)
+	assert.ErrorContains(t, err, "the logging exporter has been deprecated, use the debug exporter instead")
+}
diff --git a/versions.yaml b/versions.yaml
index 07b55e355a2..0ea5a162060 100644
--- a/versions.yaml
+++ b/versions.yaml
@@ -45,7 +45,6 @@ module-sets:
       - go.opentelemetry.io/collector/exporter
       - go.opentelemetry.io/collector/exporter/debugexporter
       - go.opentelemetry.io/collector/exporter/exporterprofiles
-      - go.opentelemetry.io/collector/exporter/loggingexporter
       - go.opentelemetry.io/collector/exporter/nopexporter
       - go.opentelemetry.io/collector/exporter/otlpexporter
       - go.opentelemetry.io/collector/exporter/otlphttpexporter

From 2d25853c5f186585c626b183c7f169c4527d853d Mon Sep 17 00:00:00 2001
From: Damien Mathieu <42@dmathieu.com>
Date: Thu, 3 Oct 2024 16:54:55 +0200
Subject: [PATCH 2/2] Use slices of pointers in pprofile (#11339)

<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

All these slices of values have a potential to store large amounts of
data, and should therefore be slices of pointers.

<!-- Issue number if applicable -->
#### Link to tracking issue
Fixes #11281

cc @mx-psi @bogdandrutu
---
 .chloggen/pprofile-slice-ptrs.yaml            |  20 ++
 .../cmd/pdatagen/internal/pprofile_package.go |  18 +-
 .../v1experimental/pprofextended.pb.go        | 242 +++++++++---------
 .../pprofile/generated_attributeunitslice.go  |  34 ++-
 .../generated_attributeunitslice_test.go      |  27 +-
 pdata/pprofile/generated_functionslice.go     |  34 ++-
 .../pprofile/generated_functionslice_test.go  |  27 +-
 pdata/pprofile/generated_labelslice.go        |  34 ++-
 pdata/pprofile/generated_labelslice_test.go   |  27 +-
 pdata/pprofile/generated_lineslice.go         |  34 ++-
 pdata/pprofile/generated_lineslice_test.go    |  27 +-
 pdata/pprofile/generated_linkslice.go         |  34 ++-
 pdata/pprofile/generated_linkslice_test.go    |  27 +-
 pdata/pprofile/generated_locationslice.go     |  34 ++-
 .../pprofile/generated_locationslice_test.go  |  27 +-
 pdata/pprofile/generated_mappingslice.go      |  34 ++-
 pdata/pprofile/generated_mappingslice_test.go |  27 +-
 pdata/pprofile/generated_sampleslice.go       |  34 ++-
 pdata/pprofile/generated_sampleslice_test.go  |  27 +-
 pdata/pprofile/generated_valuetypeslice.go    |  34 ++-
 .../pprofile/generated_valuetypeslice_test.go |  27 +-
 pdata/pprofile/profiles_test.go               |   2 +-
 proto_patch.sed                               |  27 --
 23 files changed, 574 insertions(+), 284 deletions(-)
 create mode 100644 .chloggen/pprofile-slice-ptrs.yaml

diff --git a/.chloggen/pprofile-slice-ptrs.yaml b/.chloggen/pprofile-slice-ptrs.yaml
new file mode 100644
index 00000000000..5c4fcb8eb94
--- /dev/null
+++ b/.chloggen/pprofile-slice-ptrs.yaml
@@ -0,0 +1,20 @@
+# Use this changelog template to create an entry for release notes.
+
+# One of 'breaking', 'deprecation', 'new_component', 'enhancement', 'bug_fix'
+change_type: 'breaking'
+
+# The name of the component, or a single word describing the area of concern, (e.g. otlpreceiver)
+component: pdata/pprofile
+
+# A brief description of the change.  Surround your text with quotes ("") if it needs to start with a backtick (`).
+note: Replace slices of values to slices of pointers for the `Mapping`, `Location`, `Line`, `Function`, `AttributeUnit`, `Link`, `Value`, `Sample` and `Labels` attributes.
+
+# One or more tracking issues or pull requests related to the change
+issues: [11339]
+
+# Optional: The change log or logs in which this entry should be included.
+# e.g. '[user]' or '[user, api]'
+# Include 'user' if the change is relevant to end users.
+# Include 'api' if there is a change to a library API.
+# Default: '[user]'
+change_logs: [api]
diff --git a/pdata/internal/cmd/pdatagen/internal/pprofile_package.go b/pdata/internal/cmd/pdatagen/internal/pprofile_package.go
index 875410c9e51..2e740137749 100644
--- a/pdata/internal/cmd/pdatagen/internal/pprofile_package.go
+++ b/pdata/internal/cmd/pdatagen/internal/pprofile_package.go
@@ -230,7 +230,7 @@ var profile = &messageValueStruct{
 	},
 }
 
-var valueTypeSlice = &sliceOfValues{
+var valueTypeSlice = &sliceOfPtrs{
 	structName: "ValueTypeSlice",
 	element:    valueType,
 }
@@ -261,7 +261,7 @@ var valueType = &messageValueStruct{
 	},
 }
 
-var sampleSlice = &sliceOfValues{
+var sampleSlice = &sliceOfPtrs{
 	structName: "SampleSlice",
 	element:    sample,
 }
@@ -318,7 +318,7 @@ var sample = &messageValueStruct{
 	},
 }
 
-var labelSlice = &sliceOfValues{
+var labelSlice = &sliceOfPtrs{
 	structName: "LabelSlice",
 	element:    label,
 }
@@ -355,7 +355,7 @@ var label = &messageValueStruct{
 	},
 }
 
-var mappingSlice = &sliceOfValues{
+var mappingSlice = &sliceOfPtrs{
 	structName: "MappingSlice",
 	element:    mapping,
 }
@@ -441,7 +441,7 @@ var mapping = &messageValueStruct{
 	},
 }
 
-var locationSlice = &sliceOfValues{
+var locationSlice = &sliceOfPtrs{
 	structName: "LocationSlice",
 	element:    location,
 }
@@ -492,7 +492,7 @@ var location = &messageValueStruct{
 	},
 }
 
-var lineSlice = &sliceOfValues{
+var lineSlice = &sliceOfPtrs{
 	structName: "LineSlice",
 	element:    line,
 }
@@ -523,7 +523,7 @@ var line = &messageValueStruct{
 	},
 }
 
-var functionSlice = &sliceOfValues{
+var functionSlice = &sliceOfPtrs{
 	structName: "FunctionSlice",
 	element:    function,
 }
@@ -567,7 +567,7 @@ var function = &messageValueStruct{
 	},
 }
 
-var attributeUnitSlice = &sliceOfValues{
+var attributeUnitSlice = &sliceOfPtrs{
 	structName: "AttributeUnitSlice",
 	element:    attributeUnit,
 }
@@ -592,7 +592,7 @@ var attributeUnit = &messageValueStruct{
 	},
 }
 
-var linkSlice = &sliceOfValues{
+var linkSlice = &sliceOfPtrs{
 	structName: "LinkSlice",
 	element:    link,
 }
diff --git a/pdata/internal/data/protogen/profiles/v1experimental/pprofextended.pb.go b/pdata/internal/data/protogen/profiles/v1experimental/pprofextended.pb.go
index 64c91b3221e..7b90b35373f 100644
--- a/pdata/internal/data/protogen/profiles/v1experimental/pprofextended.pb.go
+++ b/pdata/internal/data/protogen/profiles/v1experimental/pprofextended.pb.go
@@ -157,24 +157,24 @@ type Profile struct {
 	// If one of the values represents the number of events represented
 	// by the sample, by convention it should be at index 0 and use
 	// sample_type.unit == "count".
-	SampleType []ValueType `protobuf:"bytes,1,rep,name=sample_type,json=sampleType,proto3" json:"sample_type"`
+	SampleType []*ValueType `protobuf:"bytes,1,rep,name=sample_type,json=sampleType,proto3" json:"sample_type,omitempty"`
 	// The set of samples recorded in this profile.
-	Sample []Sample `protobuf:"bytes,2,rep,name=sample,proto3" json:"sample"`
+	Sample []*Sample `protobuf:"bytes,2,rep,name=sample,proto3" json:"sample,omitempty"`
 	// Mapping from address ranges to the image/binary/library mapped
 	// into that address range.  mapping[0] will be the main binary.
-	Mapping []Mapping `protobuf:"bytes,3,rep,name=mapping,proto3" json:"mapping"`
+	Mapping []*Mapping `protobuf:"bytes,3,rep,name=mapping,proto3" json:"mapping,omitempty"`
 	// Locations referenced by samples via location_indices.
-	Location []Location `protobuf:"bytes,4,rep,name=location,proto3" json:"location"`
+	Location []*Location `protobuf:"bytes,4,rep,name=location,proto3" json:"location,omitempty"`
 	// Array of locations referenced by samples.
 	LocationIndices []int64 `protobuf:"varint,15,rep,packed,name=location_indices,json=locationIndices,proto3" json:"location_indices,omitempty"`
 	// Functions referenced by locations.
-	Function []Function `protobuf:"bytes,5,rep,name=function,proto3" json:"function"`
+	Function []*Function `protobuf:"bytes,5,rep,name=function,proto3" json:"function,omitempty"`
 	// Lookup table for attributes.
 	AttributeTable []v1.KeyValue `protobuf:"bytes,16,rep,name=attribute_table,json=attributeTable,proto3" json:"attribute_table"`
 	// Represents a mapping between Attribute Keys and Units.
-	AttributeUnits []AttributeUnit `protobuf:"bytes,17,rep,name=attribute_units,json=attributeUnits,proto3" json:"attribute_units"`
+	AttributeUnits []*AttributeUnit `protobuf:"bytes,17,rep,name=attribute_units,json=attributeUnits,proto3" json:"attribute_units,omitempty"`
 	// Lookup table for links.
-	LinkTable []Link `protobuf:"bytes,18,rep,name=link_table,json=linkTable,proto3" json:"link_table"`
+	LinkTable []*Link `protobuf:"bytes,18,rep,name=link_table,json=linkTable,proto3" json:"link_table,omitempty"`
 	// A common table for strings referenced by various messages.
 	// string_table[0] must always be "".
 	StringTable []string `protobuf:"bytes,6,rep,name=string_table,json=stringTable,proto3" json:"string_table,omitempty"`
@@ -237,28 +237,28 @@ func (m *Profile) XXX_DiscardUnknown() {
 
 var xxx_messageInfo_Profile proto.InternalMessageInfo
 
-func (m *Profile) GetSampleType() []ValueType {
+func (m *Profile) GetSampleType() []*ValueType {
 	if m != nil {
 		return m.SampleType
 	}
 	return nil
 }
 
-func (m *Profile) GetSample() []Sample {
+func (m *Profile) GetSample() []*Sample {
 	if m != nil {
 		return m.Sample
 	}
 	return nil
 }
 
-func (m *Profile) GetMapping() []Mapping {
+func (m *Profile) GetMapping() []*Mapping {
 	if m != nil {
 		return m.Mapping
 	}
 	return nil
 }
 
-func (m *Profile) GetLocation() []Location {
+func (m *Profile) GetLocation() []*Location {
 	if m != nil {
 		return m.Location
 	}
@@ -272,7 +272,7 @@ func (m *Profile) GetLocationIndices() []int64 {
 	return nil
 }
 
-func (m *Profile) GetFunction() []Function {
+func (m *Profile) GetFunction() []*Function {
 	if m != nil {
 		return m.Function
 	}
@@ -286,14 +286,14 @@ func (m *Profile) GetAttributeTable() []v1.KeyValue {
 	return nil
 }
 
-func (m *Profile) GetAttributeUnits() []AttributeUnit {
+func (m *Profile) GetAttributeUnits() []*AttributeUnit {
 	if m != nil {
 		return m.AttributeUnits
 	}
 	return nil
 }
 
-func (m *Profile) GetLinkTable() []Link {
+func (m *Profile) GetLinkTable() []*Link {
 	if m != nil {
 		return m.LinkTable
 	}
@@ -554,7 +554,7 @@ type Sample struct {
 	// discouraged case is having a string label and a numeric label of the same
 	// name on a sample.  Again, possible to express, but should not be used.
 	// [deprecated, superseded by attributes]
-	Label []Label `protobuf:"bytes,3,rep,name=label,proto3" json:"label"`
+	Label []*Label `protobuf:"bytes,3,rep,name=label,proto3" json:"label,omitempty"`
 	// References to attributes in Profile.attribute_table. [optional]
 	Attributes []uint64 `protobuf:"varint,10,rep,packed,name=attributes,proto3" json:"attributes,omitempty"`
 	// Reference to link in Profile.link_table. [optional]
@@ -632,7 +632,7 @@ func (m *Sample) GetValue() []int64 {
 	return nil
 }
 
-func (m *Sample) GetLabel() []Label {
+func (m *Sample) GetLabel() []*Label {
 	if m != nil {
 		return m.Label
 	}
@@ -907,7 +907,7 @@ type Location struct {
 	// E.g., if memcpy() is inlined into printf:
 	//    line[0].function_name == "memcpy"
 	//    line[1].function_name == "printf"
-	Line []Line `protobuf:"bytes,4,rep,name=line,proto3" json:"line"`
+	Line []*Line `protobuf:"bytes,4,rep,name=line,proto3" json:"line,omitempty"`
 	// Provides an indication that multiple symbols map to this location's
 	// address, for example due to identical code folding by the linker. In that
 	// case the line information above represents one of the multiple
@@ -974,7 +974,7 @@ func (m *Location) GetAddress() uint64 {
 	return 0
 }
 
-func (m *Location) GetLine() []Line {
+func (m *Location) GetLine() []*Line {
 	if m != nil {
 		return m.Line
 	}
@@ -1170,100 +1170,100 @@ func init() {
 }
 
 var fileDescriptor_05f9ce3fdbeb046f = []byte{
-	// 1483 bytes of a gzipped FileDescriptorProto
-	0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xa4, 0x57, 0xcd, 0x4f, 0x1b, 0x47,
-	0x1b, 0xc7, 0x1f, 0xf8, 0xe3, 0x31, 0x06, 0x33, 0xe1, 0xe5, 0xdd, 0x37, 0xaf, 0x02, 0xc4, 0xa8,
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+	0x8f, 0xa3, 0xaf, 0x1e, 0x3d, 0x80, 0xae, 0xb3, 0xe7, 0x4e, 0x62, 0x21, 0xae, 0xe6, 0x4f, 0xf5,
+	0x4f, 0x03, 0x0a, 0xe9, 0x0f, 0x91, 0xb7, 0x12, 0xbb, 0x02, 0x65, 0xfd, 0x63, 0x47, 0xcb, 0x47,
+	0x65, 0x76, 0x5a, 0x83, 0x4a, 0x39, 0x26, 0xe4, 0x1d, 0xd7, 0x8d, 0x59, 0x92, 0xe8, 0xac, 0xa6,
+	0x26, 0x69, 0x60, 0x4d, 0x33, 0xfd, 0xe3, 0x68, 0xec, 0x61, 0xcc, 0x50, 0x06, 0x8c, 0xfc, 0x13,
+	0x8a, 0x5e, 0x62, 0x9f, 0x85, 0xbe, 0xcb, 0x5c, 0x4c, 0x7c, 0x81, 0x16, 0xbc, 0x64, 0x07, 0x6d,
+	0x9c, 0x9f, 0xfd, 0x88, 0xe9, 0xf8, 0x72, 0x28, 0xef, 0xa2, 0x44, 0x54, 0x70, 0xd7, 0xd3, 0x93,
+	0xbf, 0x99, 0x9e, 0xea, 0x09, 0x0e, 0x0b, 0x6c, 0x5a, 0x69, 0x8a, 0x06, 0x4d, 0x4b, 0xbe, 0xa5,
+	0x9c, 0xa2, 0x8a, 0x8e, 0xe8, 0x17, 0xe9, 0xc6, 0x8b, 0xe1, 0x2d, 0x40, 0xae, 0x13, 0xfa, 0xbd,
+	0x80, 0x6b, 0x25, 0x69, 0xab, 0xfa, 0xad, 0x01, 0x85, 0x34, 0xc5, 0x6f, 0x7d, 0x59, 0x02, 0x59,
+	0xac, 0x63, 0x4d, 0x84, 0x35, 0xbc, 0x04, 0xa5, 0xa4, 0x9f, 0x08, 0x16, 0xd8, 0xb8, 0xa5, 0xd8,
+	0x40, 0x41, 0x2d, 0xe9, 0x30, 0x2a, 0x80, 0xec, 0x0d, 0x01, 0xdc, 0x03, 0x50, 0x4d, 0x14, 0xe3,
+	0x53, 0xf2, 0x28, 0x22, 0x22, 0xdf, 0xb7, 0xf6, 0x9d, 0x01, 0x0b, 0xb7, 0xb7, 0x74, 0xf2, 0x00,
+	0x56, 0xea, 0x4f, 0x9f, 0xd2, 0xc6, 0xd3, 0x7a, 0xdb, 0xda, 0x6f, 0xd9, 0xed, 0xc6, 0xb3, 0x83,
+	0x7d, 0x5a, 0x6f, 0x5a, 0xed, 0x13, 0xfb, 0xa8, 0x75, 0x78, 0xd0, 0x78, 0x62, 0xed, 0x58, 0x8d,
+	0xed, 0xca, 0x04, 0xb9, 0x0f, 0xf7, 0xde, 0xe5, 0xb8, 0xdd, 0x68, 0xb6, 0xeb, 0x15, 0x83, 0xfc,
+	0x1b, 0xaa, 0xef, 0x72, 0x79, 0x72, 0xf4, 0xec, 0xa8, 0x59, 0x6f, 0x5b, 0xc7, 0x8d, 0xca, 0xe4,
+	0xda, 0xc7, 0x50, 0x1a, 0x51, 0x14, 0xb9, 0x03, 0xb3, 0x5b, 0x47, 0x56, 0x73, 0xdb, 0xb6, 0xb6,
+	0xed, 0xa6, 0xd5, 0xda, 0x6b, 0xd0, 0xca, 0x04, 0x31, 0x61, 0x7e, 0x00, 0x6e, 0x59, 0xad, 0x3a,
+	0x3d, 0xb1, 0x77, 0xeb, 0x87, 0xbb, 0x15, 0x63, 0xeb, 0x07, 0xe3, 0xc5, 0xeb, 0x45, 0xe3, 0xe5,
+	0xeb, 0x45, 0xe3, 0x8f, 0xd7, 0x8b, 0xc6, 0xf7, 0x6f, 0x16, 0x27, 0x5e, 0xbe, 0x59, 0x9c, 0xf8,
+	0xed, 0xcd, 0xe2, 0xc4, 0x97, 0x74, 0xec, 0xe9, 0xab, 0xfe, 0xcb, 0xe9, 0x32, 0xfe, 0xae, 0x7f,
+	0xb6, 0x7e, 0x9c, 0x7c, 0xb8, 0x1f, 0x31, 0xde, 0x1e, 0x30, 0x1e, 0x60, 0xe1, 0x1e, 0xa4, 0x85,
+	0x7b, 0xbc, 0xd1, 0x18, 0xf1, 0x3e, 0xcd, 0x21, 0xdf, 0xa3, 0xbf, 0x02, 0x00, 0x00, 0xff, 0xff,
+	0x92, 0x79, 0x01, 0x14, 0xd0, 0x0d, 0x00, 0x00,
 }
 
 func (m *Profile) Marshal() (dAtA []byte, err error) {
@@ -2490,7 +2490,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.SampleType = append(m.SampleType, ValueType{})
+			m.SampleType = append(m.SampleType, &ValueType{})
 			if err := m.SampleType[len(m.SampleType)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -2524,7 +2524,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Sample = append(m.Sample, Sample{})
+			m.Sample = append(m.Sample, &Sample{})
 			if err := m.Sample[len(m.Sample)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -2558,7 +2558,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Mapping = append(m.Mapping, Mapping{})
+			m.Mapping = append(m.Mapping, &Mapping{})
 			if err := m.Mapping[len(m.Mapping)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -2592,7 +2592,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Location = append(m.Location, Location{})
+			m.Location = append(m.Location, &Location{})
 			if err := m.Location[len(m.Location)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -2626,7 +2626,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Function = append(m.Function, Function{})
+			m.Function = append(m.Function, &Function{})
 			if err := m.Function[len(m.Function)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -3025,7 +3025,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.AttributeUnits = append(m.AttributeUnits, AttributeUnit{})
+			m.AttributeUnits = append(m.AttributeUnits, &AttributeUnit{})
 			if err := m.AttributeUnits[len(m.AttributeUnits)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -3059,7 +3059,7 @@ func (m *Profile) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.LinkTable = append(m.LinkTable, Link{})
+			m.LinkTable = append(m.LinkTable, &Link{})
 			if err := m.LinkTable[len(m.LinkTable)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -3606,7 +3606,7 @@ func (m *Sample) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Label = append(m.Label, Label{})
+			m.Label = append(m.Label, &Label{})
 			if err := m.Label[len(m.Label)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
@@ -4440,7 +4440,7 @@ func (m *Location) Unmarshal(dAtA []byte) error {
 			if postIndex > l {
 				return io.ErrUnexpectedEOF
 			}
-			m.Line = append(m.Line, Line{})
+			m.Line = append(m.Line, &Line{})
 			if err := m.Line[len(m.Line)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
 				return err
 			}
diff --git a/pdata/pprofile/generated_attributeunitslice.go b/pdata/pprofile/generated_attributeunitslice.go
index 95274cfe446..eaf8baf57ed 100644
--- a/pdata/pprofile/generated_attributeunitslice.go
+++ b/pdata/pprofile/generated_attributeunitslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewAttributeUnitSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type AttributeUnitSlice struct {
-	orig  *[]otlpprofiles.AttributeUnit
+	orig  *[]*otlpprofiles.AttributeUnit
 	state *internal.State
 }
 
-func newAttributeUnitSlice(orig *[]otlpprofiles.AttributeUnit, state *internal.State) AttributeUnitSlice {
+func newAttributeUnitSlice(orig *[]*otlpprofiles.AttributeUnit, state *internal.State) AttributeUnitSlice {
 	return AttributeUnitSlice{orig: orig, state: state}
 }
 
 // NewAttributeUnitSlice creates a AttributeUnitSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewAttributeUnitSlice() AttributeUnitSlice {
-	orig := []otlpprofiles.AttributeUnit(nil)
+	orig := []*otlpprofiles.AttributeUnit(nil)
 	state := internal.StateMutable
 	return newAttributeUnitSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es AttributeUnitSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es AttributeUnitSlice) At(i int) AttributeUnit {
-	return newAttributeUnit(&(*es.orig)[i], es.state)
+	return newAttributeUnit((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es AttributeUnitSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.AttributeUnit, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.AttributeUnit, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es AttributeUnitSlice) EnsureCapacity(newCap int) {
 // It returns the newly added AttributeUnit.
 func (es AttributeUnitSlice) AppendEmpty() AttributeUnit {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.AttributeUnit{})
+	*es.orig = append(*es.orig, &otlpprofiles.AttributeUnit{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es AttributeUnitSlice) CopyTo(dest AttributeUnitSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.AttributeUnit, srcLen)
+		for i := range *es.orig {
+			newAttributeUnit((*es.orig)[i], es.state).CopyTo(newAttributeUnit((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.AttributeUnit, srcLen)
+	wrappers := make([]*otlpprofiles.AttributeUnit, srcLen)
 	for i := range *es.orig {
-		newAttributeUnit(&(*es.orig)[i], es.state).CopyTo(newAttributeUnit(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newAttributeUnit((*es.orig)[i], es.state).CopyTo(newAttributeUnit(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the AttributeUnit elements within AttributeUnitSlice given the
+// provided less function so that two instances of AttributeUnitSlice
+// can be compared.
+func (es AttributeUnitSlice) Sort(less func(a, b AttributeUnit) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_attributeunitslice_test.go b/pdata/pprofile/generated_attributeunitslice_test.go
index 0dd3420015a..6fa007bca75 100644
--- a/pdata/pprofile/generated_attributeunitslice_test.go
+++ b/pdata/pprofile/generated_attributeunitslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestAttributeUnitSlice(t *testing.T) {
 	es := NewAttributeUnitSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newAttributeUnitSlice(&[]otlpprofiles.AttributeUnit{}, &state)
+	es = newAttributeUnitSlice(&[]*otlpprofiles.AttributeUnit{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewAttributeUnit()
@@ -35,7 +36,7 @@ func TestAttributeUnitSlice(t *testing.T) {
 
 func TestAttributeUnitSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newAttributeUnitSlice(&[]otlpprofiles.AttributeUnit{}, &sharedState)
+	es := newAttributeUnitSlice(&[]*otlpprofiles.AttributeUnit{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestAttributeUnitSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestAttributeUnitSlice_Sort(t *testing.T) {
+	es := generateTestAttributeUnitSlice()
+	es.Sort(func(a, b AttributeUnit) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b AttributeUnit) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestAttributeUnitSlice() AttributeUnitSlice {
 	es := NewAttributeUnitSlice()
 	fillTestAttributeUnitSlice(es)
@@ -129,9 +146,9 @@ func generateTestAttributeUnitSlice() AttributeUnitSlice {
 }
 
 func fillTestAttributeUnitSlice(es AttributeUnitSlice) {
-	*es.orig = make([]otlpprofiles.AttributeUnit, 7)
+	*es.orig = make([]*otlpprofiles.AttributeUnit, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.AttributeUnit{}
-		fillTestAttributeUnit(newAttributeUnit(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.AttributeUnit{}
+		fillTestAttributeUnit(newAttributeUnit((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_functionslice.go b/pdata/pprofile/generated_functionslice.go
index 171ba345b01..9c295899efd 100644
--- a/pdata/pprofile/generated_functionslice.go
+++ b/pdata/pprofile/generated_functionslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewFunctionSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type FunctionSlice struct {
-	orig  *[]otlpprofiles.Function
+	orig  *[]*otlpprofiles.Function
 	state *internal.State
 }
 
-func newFunctionSlice(orig *[]otlpprofiles.Function, state *internal.State) FunctionSlice {
+func newFunctionSlice(orig *[]*otlpprofiles.Function, state *internal.State) FunctionSlice {
 	return FunctionSlice{orig: orig, state: state}
 }
 
 // NewFunctionSlice creates a FunctionSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewFunctionSlice() FunctionSlice {
-	orig := []otlpprofiles.Function(nil)
+	orig := []*otlpprofiles.Function(nil)
 	state := internal.StateMutable
 	return newFunctionSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es FunctionSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es FunctionSlice) At(i int) Function {
-	return newFunction(&(*es.orig)[i], es.state)
+	return newFunction((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es FunctionSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Function, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Function, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es FunctionSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Function.
 func (es FunctionSlice) AppendEmpty() Function {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Function{})
+	*es.orig = append(*es.orig, &otlpprofiles.Function{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es FunctionSlice) CopyTo(dest FunctionSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Function, srcLen)
+		for i := range *es.orig {
+			newFunction((*es.orig)[i], es.state).CopyTo(newFunction((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Function, srcLen)
+	wrappers := make([]*otlpprofiles.Function, srcLen)
 	for i := range *es.orig {
-		newFunction(&(*es.orig)[i], es.state).CopyTo(newFunction(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newFunction((*es.orig)[i], es.state).CopyTo(newFunction(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Function elements within FunctionSlice given the
+// provided less function so that two instances of FunctionSlice
+// can be compared.
+func (es FunctionSlice) Sort(less func(a, b Function) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_functionslice_test.go b/pdata/pprofile/generated_functionslice_test.go
index c4311bf52d9..e83a4d9a530 100644
--- a/pdata/pprofile/generated_functionslice_test.go
+++ b/pdata/pprofile/generated_functionslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestFunctionSlice(t *testing.T) {
 	es := NewFunctionSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newFunctionSlice(&[]otlpprofiles.Function{}, &state)
+	es = newFunctionSlice(&[]*otlpprofiles.Function{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewFunction()
@@ -35,7 +36,7 @@ func TestFunctionSlice(t *testing.T) {
 
 func TestFunctionSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newFunctionSlice(&[]otlpprofiles.Function{}, &sharedState)
+	es := newFunctionSlice(&[]*otlpprofiles.Function{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestFunctionSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestFunctionSlice_Sort(t *testing.T) {
+	es := generateTestFunctionSlice()
+	es.Sort(func(a, b Function) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Function) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestFunctionSlice() FunctionSlice {
 	es := NewFunctionSlice()
 	fillTestFunctionSlice(es)
@@ -129,9 +146,9 @@ func generateTestFunctionSlice() FunctionSlice {
 }
 
 func fillTestFunctionSlice(es FunctionSlice) {
-	*es.orig = make([]otlpprofiles.Function, 7)
+	*es.orig = make([]*otlpprofiles.Function, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Function{}
-		fillTestFunction(newFunction(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Function{}
+		fillTestFunction(newFunction((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_labelslice.go b/pdata/pprofile/generated_labelslice.go
index 5f865bfcbae..0296d634da0 100644
--- a/pdata/pprofile/generated_labelslice.go
+++ b/pdata/pprofile/generated_labelslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewLabelSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type LabelSlice struct {
-	orig  *[]otlpprofiles.Label
+	orig  *[]*otlpprofiles.Label
 	state *internal.State
 }
 
-func newLabelSlice(orig *[]otlpprofiles.Label, state *internal.State) LabelSlice {
+func newLabelSlice(orig *[]*otlpprofiles.Label, state *internal.State) LabelSlice {
 	return LabelSlice{orig: orig, state: state}
 }
 
 // NewLabelSlice creates a LabelSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewLabelSlice() LabelSlice {
-	orig := []otlpprofiles.Label(nil)
+	orig := []*otlpprofiles.Label(nil)
 	state := internal.StateMutable
 	return newLabelSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es LabelSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es LabelSlice) At(i int) Label {
-	return newLabel(&(*es.orig)[i], es.state)
+	return newLabel((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es LabelSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Label, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Label, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es LabelSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Label.
 func (es LabelSlice) AppendEmpty() Label {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Label{})
+	*es.orig = append(*es.orig, &otlpprofiles.Label{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es LabelSlice) CopyTo(dest LabelSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Label, srcLen)
+		for i := range *es.orig {
+			newLabel((*es.orig)[i], es.state).CopyTo(newLabel((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Label, srcLen)
+	wrappers := make([]*otlpprofiles.Label, srcLen)
 	for i := range *es.orig {
-		newLabel(&(*es.orig)[i], es.state).CopyTo(newLabel(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newLabel((*es.orig)[i], es.state).CopyTo(newLabel(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Label elements within LabelSlice given the
+// provided less function so that two instances of LabelSlice
+// can be compared.
+func (es LabelSlice) Sort(less func(a, b Label) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_labelslice_test.go b/pdata/pprofile/generated_labelslice_test.go
index c399046f92e..4ae3f7a6cbd 100644
--- a/pdata/pprofile/generated_labelslice_test.go
+++ b/pdata/pprofile/generated_labelslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestLabelSlice(t *testing.T) {
 	es := NewLabelSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newLabelSlice(&[]otlpprofiles.Label{}, &state)
+	es = newLabelSlice(&[]*otlpprofiles.Label{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewLabel()
@@ -35,7 +36,7 @@ func TestLabelSlice(t *testing.T) {
 
 func TestLabelSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newLabelSlice(&[]otlpprofiles.Label{}, &sharedState)
+	es := newLabelSlice(&[]*otlpprofiles.Label{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestLabelSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestLabelSlice_Sort(t *testing.T) {
+	es := generateTestLabelSlice()
+	es.Sort(func(a, b Label) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Label) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestLabelSlice() LabelSlice {
 	es := NewLabelSlice()
 	fillTestLabelSlice(es)
@@ -129,9 +146,9 @@ func generateTestLabelSlice() LabelSlice {
 }
 
 func fillTestLabelSlice(es LabelSlice) {
-	*es.orig = make([]otlpprofiles.Label, 7)
+	*es.orig = make([]*otlpprofiles.Label, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Label{}
-		fillTestLabel(newLabel(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Label{}
+		fillTestLabel(newLabel((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_lineslice.go b/pdata/pprofile/generated_lineslice.go
index b354560d090..3f8daed79e9 100644
--- a/pdata/pprofile/generated_lineslice.go
+++ b/pdata/pprofile/generated_lineslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewLineSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type LineSlice struct {
-	orig  *[]otlpprofiles.Line
+	orig  *[]*otlpprofiles.Line
 	state *internal.State
 }
 
-func newLineSlice(orig *[]otlpprofiles.Line, state *internal.State) LineSlice {
+func newLineSlice(orig *[]*otlpprofiles.Line, state *internal.State) LineSlice {
 	return LineSlice{orig: orig, state: state}
 }
 
 // NewLineSlice creates a LineSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewLineSlice() LineSlice {
-	orig := []otlpprofiles.Line(nil)
+	orig := []*otlpprofiles.Line(nil)
 	state := internal.StateMutable
 	return newLineSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es LineSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es LineSlice) At(i int) Line {
-	return newLine(&(*es.orig)[i], es.state)
+	return newLine((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es LineSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Line, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Line, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es LineSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Line.
 func (es LineSlice) AppendEmpty() Line {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Line{})
+	*es.orig = append(*es.orig, &otlpprofiles.Line{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es LineSlice) CopyTo(dest LineSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Line, srcLen)
+		for i := range *es.orig {
+			newLine((*es.orig)[i], es.state).CopyTo(newLine((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Line, srcLen)
+	wrappers := make([]*otlpprofiles.Line, srcLen)
 	for i := range *es.orig {
-		newLine(&(*es.orig)[i], es.state).CopyTo(newLine(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newLine((*es.orig)[i], es.state).CopyTo(newLine(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Line elements within LineSlice given the
+// provided less function so that two instances of LineSlice
+// can be compared.
+func (es LineSlice) Sort(less func(a, b Line) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_lineslice_test.go b/pdata/pprofile/generated_lineslice_test.go
index 1f5a69ca3f4..fd53c0237a0 100644
--- a/pdata/pprofile/generated_lineslice_test.go
+++ b/pdata/pprofile/generated_lineslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestLineSlice(t *testing.T) {
 	es := NewLineSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newLineSlice(&[]otlpprofiles.Line{}, &state)
+	es = newLineSlice(&[]*otlpprofiles.Line{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewLine()
@@ -35,7 +36,7 @@ func TestLineSlice(t *testing.T) {
 
 func TestLineSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newLineSlice(&[]otlpprofiles.Line{}, &sharedState)
+	es := newLineSlice(&[]*otlpprofiles.Line{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestLineSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestLineSlice_Sort(t *testing.T) {
+	es := generateTestLineSlice()
+	es.Sort(func(a, b Line) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Line) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestLineSlice() LineSlice {
 	es := NewLineSlice()
 	fillTestLineSlice(es)
@@ -129,9 +146,9 @@ func generateTestLineSlice() LineSlice {
 }
 
 func fillTestLineSlice(es LineSlice) {
-	*es.orig = make([]otlpprofiles.Line, 7)
+	*es.orig = make([]*otlpprofiles.Line, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Line{}
-		fillTestLine(newLine(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Line{}
+		fillTestLine(newLine((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_linkslice.go b/pdata/pprofile/generated_linkslice.go
index 3ae925ac09c..dca0febad1b 100644
--- a/pdata/pprofile/generated_linkslice.go
+++ b/pdata/pprofile/generated_linkslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewLinkSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type LinkSlice struct {
-	orig  *[]otlpprofiles.Link
+	orig  *[]*otlpprofiles.Link
 	state *internal.State
 }
 
-func newLinkSlice(orig *[]otlpprofiles.Link, state *internal.State) LinkSlice {
+func newLinkSlice(orig *[]*otlpprofiles.Link, state *internal.State) LinkSlice {
 	return LinkSlice{orig: orig, state: state}
 }
 
 // NewLinkSlice creates a LinkSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewLinkSlice() LinkSlice {
-	orig := []otlpprofiles.Link(nil)
+	orig := []*otlpprofiles.Link(nil)
 	state := internal.StateMutable
 	return newLinkSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es LinkSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es LinkSlice) At(i int) Link {
-	return newLink(&(*es.orig)[i], es.state)
+	return newLink((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es LinkSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Link, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Link, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es LinkSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Link.
 func (es LinkSlice) AppendEmpty() Link {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Link{})
+	*es.orig = append(*es.orig, &otlpprofiles.Link{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es LinkSlice) CopyTo(dest LinkSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Link, srcLen)
+		for i := range *es.orig {
+			newLink((*es.orig)[i], es.state).CopyTo(newLink((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Link, srcLen)
+	wrappers := make([]*otlpprofiles.Link, srcLen)
 	for i := range *es.orig {
-		newLink(&(*es.orig)[i], es.state).CopyTo(newLink(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newLink((*es.orig)[i], es.state).CopyTo(newLink(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Link elements within LinkSlice given the
+// provided less function so that two instances of LinkSlice
+// can be compared.
+func (es LinkSlice) Sort(less func(a, b Link) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_linkslice_test.go b/pdata/pprofile/generated_linkslice_test.go
index 5d22fcd69ca..bec39e870c8 100644
--- a/pdata/pprofile/generated_linkslice_test.go
+++ b/pdata/pprofile/generated_linkslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestLinkSlice(t *testing.T) {
 	es := NewLinkSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newLinkSlice(&[]otlpprofiles.Link{}, &state)
+	es = newLinkSlice(&[]*otlpprofiles.Link{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewLink()
@@ -35,7 +36,7 @@ func TestLinkSlice(t *testing.T) {
 
 func TestLinkSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newLinkSlice(&[]otlpprofiles.Link{}, &sharedState)
+	es := newLinkSlice(&[]*otlpprofiles.Link{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestLinkSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestLinkSlice_Sort(t *testing.T) {
+	es := generateTestLinkSlice()
+	es.Sort(func(a, b Link) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Link) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestLinkSlice() LinkSlice {
 	es := NewLinkSlice()
 	fillTestLinkSlice(es)
@@ -129,9 +146,9 @@ func generateTestLinkSlice() LinkSlice {
 }
 
 func fillTestLinkSlice(es LinkSlice) {
-	*es.orig = make([]otlpprofiles.Link, 7)
+	*es.orig = make([]*otlpprofiles.Link, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Link{}
-		fillTestLink(newLink(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Link{}
+		fillTestLink(newLink((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_locationslice.go b/pdata/pprofile/generated_locationslice.go
index e5751c4dcb6..4848a46d925 100644
--- a/pdata/pprofile/generated_locationslice.go
+++ b/pdata/pprofile/generated_locationslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewLocationSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type LocationSlice struct {
-	orig  *[]otlpprofiles.Location
+	orig  *[]*otlpprofiles.Location
 	state *internal.State
 }
 
-func newLocationSlice(orig *[]otlpprofiles.Location, state *internal.State) LocationSlice {
+func newLocationSlice(orig *[]*otlpprofiles.Location, state *internal.State) LocationSlice {
 	return LocationSlice{orig: orig, state: state}
 }
 
 // NewLocationSlice creates a LocationSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewLocationSlice() LocationSlice {
-	orig := []otlpprofiles.Location(nil)
+	orig := []*otlpprofiles.Location(nil)
 	state := internal.StateMutable
 	return newLocationSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es LocationSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es LocationSlice) At(i int) Location {
-	return newLocation(&(*es.orig)[i], es.state)
+	return newLocation((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es LocationSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Location, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Location, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es LocationSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Location.
 func (es LocationSlice) AppendEmpty() Location {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Location{})
+	*es.orig = append(*es.orig, &otlpprofiles.Location{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es LocationSlice) CopyTo(dest LocationSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Location, srcLen)
+		for i := range *es.orig {
+			newLocation((*es.orig)[i], es.state).CopyTo(newLocation((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Location, srcLen)
+	wrappers := make([]*otlpprofiles.Location, srcLen)
 	for i := range *es.orig {
-		newLocation(&(*es.orig)[i], es.state).CopyTo(newLocation(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newLocation((*es.orig)[i], es.state).CopyTo(newLocation(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Location elements within LocationSlice given the
+// provided less function so that two instances of LocationSlice
+// can be compared.
+func (es LocationSlice) Sort(less func(a, b Location) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_locationslice_test.go b/pdata/pprofile/generated_locationslice_test.go
index 06d6946279f..e654bb88a1d 100644
--- a/pdata/pprofile/generated_locationslice_test.go
+++ b/pdata/pprofile/generated_locationslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestLocationSlice(t *testing.T) {
 	es := NewLocationSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newLocationSlice(&[]otlpprofiles.Location{}, &state)
+	es = newLocationSlice(&[]*otlpprofiles.Location{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewLocation()
@@ -35,7 +36,7 @@ func TestLocationSlice(t *testing.T) {
 
 func TestLocationSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newLocationSlice(&[]otlpprofiles.Location{}, &sharedState)
+	es := newLocationSlice(&[]*otlpprofiles.Location{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestLocationSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestLocationSlice_Sort(t *testing.T) {
+	es := generateTestLocationSlice()
+	es.Sort(func(a, b Location) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Location) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestLocationSlice() LocationSlice {
 	es := NewLocationSlice()
 	fillTestLocationSlice(es)
@@ -129,9 +146,9 @@ func generateTestLocationSlice() LocationSlice {
 }
 
 func fillTestLocationSlice(es LocationSlice) {
-	*es.orig = make([]otlpprofiles.Location, 7)
+	*es.orig = make([]*otlpprofiles.Location, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Location{}
-		fillTestLocation(newLocation(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Location{}
+		fillTestLocation(newLocation((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_mappingslice.go b/pdata/pprofile/generated_mappingslice.go
index cf0f1361483..140d76f4854 100644
--- a/pdata/pprofile/generated_mappingslice.go
+++ b/pdata/pprofile/generated_mappingslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewMappingSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type MappingSlice struct {
-	orig  *[]otlpprofiles.Mapping
+	orig  *[]*otlpprofiles.Mapping
 	state *internal.State
 }
 
-func newMappingSlice(orig *[]otlpprofiles.Mapping, state *internal.State) MappingSlice {
+func newMappingSlice(orig *[]*otlpprofiles.Mapping, state *internal.State) MappingSlice {
 	return MappingSlice{orig: orig, state: state}
 }
 
 // NewMappingSlice creates a MappingSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewMappingSlice() MappingSlice {
-	orig := []otlpprofiles.Mapping(nil)
+	orig := []*otlpprofiles.Mapping(nil)
 	state := internal.StateMutable
 	return newMappingSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es MappingSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es MappingSlice) At(i int) Mapping {
-	return newMapping(&(*es.orig)[i], es.state)
+	return newMapping((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es MappingSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Mapping, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Mapping, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es MappingSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Mapping.
 func (es MappingSlice) AppendEmpty() Mapping {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Mapping{})
+	*es.orig = append(*es.orig, &otlpprofiles.Mapping{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es MappingSlice) CopyTo(dest MappingSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Mapping, srcLen)
+		for i := range *es.orig {
+			newMapping((*es.orig)[i], es.state).CopyTo(newMapping((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Mapping, srcLen)
+	wrappers := make([]*otlpprofiles.Mapping, srcLen)
 	for i := range *es.orig {
-		newMapping(&(*es.orig)[i], es.state).CopyTo(newMapping(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newMapping((*es.orig)[i], es.state).CopyTo(newMapping(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Mapping elements within MappingSlice given the
+// provided less function so that two instances of MappingSlice
+// can be compared.
+func (es MappingSlice) Sort(less func(a, b Mapping) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_mappingslice_test.go b/pdata/pprofile/generated_mappingslice_test.go
index b25cb952ce1..a1c46aa0b9b 100644
--- a/pdata/pprofile/generated_mappingslice_test.go
+++ b/pdata/pprofile/generated_mappingslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestMappingSlice(t *testing.T) {
 	es := NewMappingSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newMappingSlice(&[]otlpprofiles.Mapping{}, &state)
+	es = newMappingSlice(&[]*otlpprofiles.Mapping{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewMapping()
@@ -35,7 +36,7 @@ func TestMappingSlice(t *testing.T) {
 
 func TestMappingSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newMappingSlice(&[]otlpprofiles.Mapping{}, &sharedState)
+	es := newMappingSlice(&[]*otlpprofiles.Mapping{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestMappingSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestMappingSlice_Sort(t *testing.T) {
+	es := generateTestMappingSlice()
+	es.Sort(func(a, b Mapping) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Mapping) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestMappingSlice() MappingSlice {
 	es := NewMappingSlice()
 	fillTestMappingSlice(es)
@@ -129,9 +146,9 @@ func generateTestMappingSlice() MappingSlice {
 }
 
 func fillTestMappingSlice(es MappingSlice) {
-	*es.orig = make([]otlpprofiles.Mapping, 7)
+	*es.orig = make([]*otlpprofiles.Mapping, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Mapping{}
-		fillTestMapping(newMapping(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Mapping{}
+		fillTestMapping(newMapping((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_sampleslice.go b/pdata/pprofile/generated_sampleslice.go
index da2a128cd6f..64065c10757 100644
--- a/pdata/pprofile/generated_sampleslice.go
+++ b/pdata/pprofile/generated_sampleslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewSampleSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type SampleSlice struct {
-	orig  *[]otlpprofiles.Sample
+	orig  *[]*otlpprofiles.Sample
 	state *internal.State
 }
 
-func newSampleSlice(orig *[]otlpprofiles.Sample, state *internal.State) SampleSlice {
+func newSampleSlice(orig *[]*otlpprofiles.Sample, state *internal.State) SampleSlice {
 	return SampleSlice{orig: orig, state: state}
 }
 
 // NewSampleSlice creates a SampleSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewSampleSlice() SampleSlice {
-	orig := []otlpprofiles.Sample(nil)
+	orig := []*otlpprofiles.Sample(nil)
 	state := internal.StateMutable
 	return newSampleSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es SampleSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es SampleSlice) At(i int) Sample {
-	return newSample(&(*es.orig)[i], es.state)
+	return newSample((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es SampleSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.Sample, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.Sample, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es SampleSlice) EnsureCapacity(newCap int) {
 // It returns the newly added Sample.
 func (es SampleSlice) AppendEmpty() Sample {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.Sample{})
+	*es.orig = append(*es.orig, &otlpprofiles.Sample{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es SampleSlice) CopyTo(dest SampleSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.Sample, srcLen)
+		for i := range *es.orig {
+			newSample((*es.orig)[i], es.state).CopyTo(newSample((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.Sample, srcLen)
+	wrappers := make([]*otlpprofiles.Sample, srcLen)
 	for i := range *es.orig {
-		newSample(&(*es.orig)[i], es.state).CopyTo(newSample(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newSample((*es.orig)[i], es.state).CopyTo(newSample(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the Sample elements within SampleSlice given the
+// provided less function so that two instances of SampleSlice
+// can be compared.
+func (es SampleSlice) Sort(less func(a, b Sample) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_sampleslice_test.go b/pdata/pprofile/generated_sampleslice_test.go
index 7533e51cc45..9c758e0dc02 100644
--- a/pdata/pprofile/generated_sampleslice_test.go
+++ b/pdata/pprofile/generated_sampleslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestSampleSlice(t *testing.T) {
 	es := NewSampleSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newSampleSlice(&[]otlpprofiles.Sample{}, &state)
+	es = newSampleSlice(&[]*otlpprofiles.Sample{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewSample()
@@ -35,7 +36,7 @@ func TestSampleSlice(t *testing.T) {
 
 func TestSampleSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newSampleSlice(&[]otlpprofiles.Sample{}, &sharedState)
+	es := newSampleSlice(&[]*otlpprofiles.Sample{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestSampleSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestSampleSlice_Sort(t *testing.T) {
+	es := generateTestSampleSlice()
+	es.Sort(func(a, b Sample) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b Sample) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestSampleSlice() SampleSlice {
 	es := NewSampleSlice()
 	fillTestSampleSlice(es)
@@ -129,9 +146,9 @@ func generateTestSampleSlice() SampleSlice {
 }
 
 func fillTestSampleSlice(es SampleSlice) {
-	*es.orig = make([]otlpprofiles.Sample, 7)
+	*es.orig = make([]*otlpprofiles.Sample, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.Sample{}
-		fillTestSample(newSample(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.Sample{}
+		fillTestSample(newSample((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/generated_valuetypeslice.go b/pdata/pprofile/generated_valuetypeslice.go
index 4049bbd2e16..dcbe574a3cc 100644
--- a/pdata/pprofile/generated_valuetypeslice.go
+++ b/pdata/pprofile/generated_valuetypeslice.go
@@ -7,6 +7,8 @@
 package pprofile
 
 import (
+	"sort"
+
 	"go.opentelemetry.io/collector/pdata/internal"
 	otlpprofiles "go.opentelemetry.io/collector/pdata/internal/data/protogen/profiles/v1experimental"
 )
@@ -19,18 +21,18 @@ import (
 // Must use NewValueTypeSlice function to create new instances.
 // Important: zero-initialized instance is not valid for use.
 type ValueTypeSlice struct {
-	orig  *[]otlpprofiles.ValueType
+	orig  *[]*otlpprofiles.ValueType
 	state *internal.State
 }
 
-func newValueTypeSlice(orig *[]otlpprofiles.ValueType, state *internal.State) ValueTypeSlice {
+func newValueTypeSlice(orig *[]*otlpprofiles.ValueType, state *internal.State) ValueTypeSlice {
 	return ValueTypeSlice{orig: orig, state: state}
 }
 
 // NewValueTypeSlice creates a ValueTypeSlice with 0 elements.
 // Can use "EnsureCapacity" to initialize with a given capacity.
 func NewValueTypeSlice() ValueTypeSlice {
-	orig := []otlpprofiles.ValueType(nil)
+	orig := []*otlpprofiles.ValueType(nil)
 	state := internal.StateMutable
 	return newValueTypeSlice(&orig, &state)
 }
@@ -51,7 +53,7 @@ func (es ValueTypeSlice) Len() int {
 //	    ... // Do something with the element
 //	}
 func (es ValueTypeSlice) At(i int) ValueType {
-	return newValueType(&(*es.orig)[i], es.state)
+	return newValueType((*es.orig)[i], es.state)
 }
 
 // EnsureCapacity is an operation that ensures the slice has at least the specified capacity.
@@ -73,7 +75,7 @@ func (es ValueTypeSlice) EnsureCapacity(newCap int) {
 		return
 	}
 
-	newOrig := make([]otlpprofiles.ValueType, len(*es.orig), newCap)
+	newOrig := make([]*otlpprofiles.ValueType, len(*es.orig), newCap)
 	copy(newOrig, *es.orig)
 	*es.orig = newOrig
 }
@@ -82,7 +84,7 @@ func (es ValueTypeSlice) EnsureCapacity(newCap int) {
 // It returns the newly added ValueType.
 func (es ValueTypeSlice) AppendEmpty() ValueType {
 	es.state.AssertMutable()
-	*es.orig = append(*es.orig, otlpprofiles.ValueType{})
+	*es.orig = append(*es.orig, &otlpprofiles.ValueType{})
 	return es.At(es.Len() - 1)
 }
 
@@ -127,10 +129,24 @@ func (es ValueTypeSlice) CopyTo(dest ValueTypeSlice) {
 	destCap := cap(*dest.orig)
 	if srcLen <= destCap {
 		(*dest.orig) = (*dest.orig)[:srcLen:destCap]
-	} else {
-		(*dest.orig) = make([]otlpprofiles.ValueType, srcLen)
+		for i := range *es.orig {
+			newValueType((*es.orig)[i], es.state).CopyTo(newValueType((*dest.orig)[i], dest.state))
+		}
+		return
 	}
+	origs := make([]otlpprofiles.ValueType, srcLen)
+	wrappers := make([]*otlpprofiles.ValueType, srcLen)
 	for i := range *es.orig {
-		newValueType(&(*es.orig)[i], es.state).CopyTo(newValueType(&(*dest.orig)[i], dest.state))
+		wrappers[i] = &origs[i]
+		newValueType((*es.orig)[i], es.state).CopyTo(newValueType(wrappers[i], dest.state))
 	}
+	*dest.orig = wrappers
+}
+
+// Sort sorts the ValueType elements within ValueTypeSlice given the
+// provided less function so that two instances of ValueTypeSlice
+// can be compared.
+func (es ValueTypeSlice) Sort(less func(a, b ValueType) bool) {
+	es.state.AssertMutable()
+	sort.SliceStable(*es.orig, func(i, j int) bool { return less(es.At(i), es.At(j)) })
 }
diff --git a/pdata/pprofile/generated_valuetypeslice_test.go b/pdata/pprofile/generated_valuetypeslice_test.go
index ac4ab1d7dab..79b380a8897 100644
--- a/pdata/pprofile/generated_valuetypeslice_test.go
+++ b/pdata/pprofile/generated_valuetypeslice_test.go
@@ -8,6 +8,7 @@ package pprofile
 
 import (
 	"testing"
+	"unsafe"
 
 	"github.com/stretchr/testify/assert"
 
@@ -19,7 +20,7 @@ func TestValueTypeSlice(t *testing.T) {
 	es := NewValueTypeSlice()
 	assert.Equal(t, 0, es.Len())
 	state := internal.StateMutable
-	es = newValueTypeSlice(&[]otlpprofiles.ValueType{}, &state)
+	es = newValueTypeSlice(&[]*otlpprofiles.ValueType{}, &state)
 	assert.Equal(t, 0, es.Len())
 
 	emptyVal := NewValueType()
@@ -35,7 +36,7 @@ func TestValueTypeSlice(t *testing.T) {
 
 func TestValueTypeSliceReadOnly(t *testing.T) {
 	sharedState := internal.StateReadOnly
-	es := newValueTypeSlice(&[]otlpprofiles.ValueType{}, &sharedState)
+	es := newValueTypeSlice(&[]*otlpprofiles.ValueType{}, &sharedState)
 	assert.Equal(t, 0, es.Len())
 	assert.Panics(t, func() { es.AppendEmpty() })
 	assert.Panics(t, func() { es.EnsureCapacity(2) })
@@ -122,6 +123,22 @@ func TestValueTypeSlice_RemoveIf(t *testing.T) {
 	assert.Equal(t, 5, filtered.Len())
 }
 
+func TestValueTypeSlice_Sort(t *testing.T) {
+	es := generateTestValueTypeSlice()
+	es.Sort(func(a, b ValueType) bool {
+		return uintptr(unsafe.Pointer(a.orig)) < uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Less(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+	es.Sort(func(a, b ValueType) bool {
+		return uintptr(unsafe.Pointer(a.orig)) > uintptr(unsafe.Pointer(b.orig))
+	})
+	for i := 1; i < es.Len(); i++ {
+		assert.Greater(t, uintptr(unsafe.Pointer(es.At(i-1).orig)), uintptr(unsafe.Pointer(es.At(i).orig)))
+	}
+}
+
 func generateTestValueTypeSlice() ValueTypeSlice {
 	es := NewValueTypeSlice()
 	fillTestValueTypeSlice(es)
@@ -129,9 +146,9 @@ func generateTestValueTypeSlice() ValueTypeSlice {
 }
 
 func fillTestValueTypeSlice(es ValueTypeSlice) {
-	*es.orig = make([]otlpprofiles.ValueType, 7)
+	*es.orig = make([]*otlpprofiles.ValueType, 7)
 	for i := 0; i < 7; i++ {
-		(*es.orig)[i] = otlpprofiles.ValueType{}
-		fillTestValueType(newValueType(&(*es.orig)[i], es.state))
+		(*es.orig)[i] = &otlpprofiles.ValueType{}
+		fillTestValueType(newValueType((*es.orig)[i], es.state))
 	}
 }
diff --git a/pdata/pprofile/profiles_test.go b/pdata/pprofile/profiles_test.go
index a03398967c3..1ed16739155 100644
--- a/pdata/pprofile/profiles_test.go
+++ b/pdata/pprofile/profiles_test.go
@@ -71,7 +71,7 @@ func TestSampleCountWithEmpty(t *testing.T) {
 						Profiles: []*otlpprofile.ProfileContainer{
 							{
 								Profile: otlpprofile.Profile{
-									Sample: []otlpprofile.Sample{
+									Sample: []*otlpprofile.Sample{
 										{},
 									},
 								},
diff --git a/proto_patch.sed b/proto_patch.sed
index 50cb2f862fa..831f9a6bad2 100644
--- a/proto_patch.sed
+++ b/proto_patch.sed
@@ -61,32 +61,5 @@ s+bytes profile_id = \(.*\);+bytes profile_id = \1\
 	(gogoproto.customtype) = "go.opentelemetry.io/collector/pdata/internal/data.ProfileID"\
 	];+g
 
-s+repeated ValueType \(.*\);+repeated ValueType \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Sample \(.*\);+repeated Sample \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Mapping \(.*\);+repeated Mapping \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Location \(.*\);+repeated Location \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Label \(.*\);+repeated Label \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Function \(.*\);+repeated Function \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated AttributeUnit \(.*\);+repeated AttributeUnit \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Link link_table \(.*\);+repeated Link link_table \1\
-  [ (gogoproto.nullable) = false ];+g
-
-s+repeated Line \(.*\);+repeated Line \1\
-  [ (gogoproto.nullable) = false ];+g
-
 s+ValueType period_type \(.*\);+ValueType period_type \1\
   [ (gogoproto.nullable) = false ];+g