Repository: prometheus/prometheus (language: go)

Issue:
ec2_sd_configs: make 'region' available as a metadata label
## Scenario

Suppose you have a single scrape job that scrapes many EC2 accounts or regions, or combinations of account+region:

```
  - job_name: foo
    ec2_sd_configs:
      - access_key: AKIA.....
        secret_key: XXXX.....
        region: eu-west-1
      - access_key: AKIA.....
        secret_key: XXXX.....
        region: eu-west-2
      ...etc
    relabel_configs:
      - source_labels: [__meta_ec2_instance_id]
        target_label: instance
      - source_labels: [__meta_ec2_owner_id]
        target_label: owner_id
      ...etc
```

Within the target relabelling config, it's easy to access the account ID (it's `__meta_ec2_owner_id`).  But there doesn't seem to be an item which identifies the region.

It would be very tedious to have to make duplicate scrape jobs for every region, which differ only in the one label they apply.

## Proposal

Option 1: set `__meta_ec2_region` in the target label set, to the region which was requested in the DescribeInstances API call (if any). That's a very simple change.

Option 2: I would also be quite happy if I could do something like this:

```
    ec2_sd_configs:
      - access_key: AKIA.....
        secret_key: XXXX.....
        region: eu-west-1
        labels:
          region: eu-west-1
      - access_key: AKIA.....
        secret_key: XXXX.....
        region: eu-west-2
        labels:
          region: eu-west-2
```

However, currently only static_configs and file_sd_configs permit applying additional labels to a group of targets in this way.  This is a more profound change across SD mechanisms, and IMO wouldn't be worth doing unless there were additional use cases that this would fix.

## Workaround

I discovered that the `private_dns_name` metadata usually is of the form `<foo>.<region>.compute.internal`, except for the us-east-1 region where it's `<foo>.ec2.internal`.

This is [documented](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ec2-instance-naming.html) to be the case for "the guest OS hostname", in either of the available formats.

Hence this appears to work:

```
      - source_labels: [__meta_ec2_private_dns_name]
        regex: '.*[.]ec2[.]internal'
        replacement: us-east-1
        target_label: region
      - source_labels: [__meta_ec2_private_dns_name]
        regex: '.*[.]([^.]+)[.]compute[.]internal'
        target_label: region
```

However it feels fragile to depend on this.


Discussion / hints:

Fix patch:
diff --git a/.circleci/config.yml b/.circleci/config.yml
index 30564395abb..965b2739410 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -1,195 +1,33 @@
 ---
-version: 2.1
+# Prometheus has switched to GitHub action.
+# Circle CI is not disabled repository-wise so that previous pull requests
+# continue working.
+# This file does not generate any CircleCI workflow.
 
-orbs:
-  prometheus: prometheus/prometheus@0.16.0
-  go: circleci/go@1.7.0
-  win: circleci/windows@2.3.0
+version: 2.1
 
 executors:
-  # Whenever the Go version is updated here, .promu.yml
-  # should also be updated.
   golang:
     docker:
-      - image: quay.io/prometheus/golang-builder:1.18-base
-  golang_oldest:
-    docker:
-      - image: quay.io/prometheus/golang-builder:1.18-base
+      - image: busybox
 
 jobs:
-  test_go:
+  noopjob:
     executor: golang
 
     steps:
-      - prometheus/setup_environment
-      - go/load-cache:
-          key: v1
       - run:
-          command: make GO_ONLY=1
-          environment:
-            # Run garbage collection more aggressively to avoid getting OOMed during the lint phase.
-            GOGC: "20"
-            # By default Go uses GOMAXPROCS but a Circle CI executor has many
-            # cores (> 30) while the CPU and RAM resources are throttled. If we
-            # don't limit this to the number of allocated cores, the job is
-            # likely to get OOMed and killed.
-            GOOPTS: "-p 2"
-            GOMAXPROCS: "2"
-            GO111MODULE: "on"
-      - run: go test ./tsdb/ -test.tsdb-isolation=false
-      - run: make -C documentation/examples/remote_storage
-      - run: make -C documentation/examples
-      - prometheus/check_proto:
-          version: "3.15.8"
-      - prometheus/store_artifact:
-          file: prometheus
-      - prometheus/store_artifact:
-          file: promtool
-      - go/save-cache:
-          key: v1
-      - store_test_results:
-          path: test-results
-
-  test_ui:
-    executor: golang
-
-    steps:
-      - checkout
-      - restore_cache:
-          keys:
-            - v3-npm-deps-{{ checksum "web/ui/package-lock.json" }}
-            - v3-npm-deps-
-      - run: make assets-tarball
-      - run: make ui-lint
-      - run: make ui-test
-      - persist_to_workspace:
-          root: .
-          paths:
-            - .tarballs
-      - save_cache:
-          key: v3-npm-deps-{{ checksum "web/ui/package-lock.json" }}
-          paths:
-            - ~/.npm
-
-  test_windows:
-    executor:
-      name: win/default
-      shell: powershell
-    working_directory: /go/src/github.com/prometheus/prometheus
-    steps:
-      - checkout
-      - run:
-          # Temporary workaround until circleci updates go.
-          command: |
-            choco upgrade -y golang
-      - run:
-          command: refreshenv
-      - run:
-          command: |
-            $TestTargets = go list ./... | Where-Object { $_ -NotMatch "(github.com/prometheus/prometheus/discovery.*|github.com/prometheus/prometheus/config|github.com/prometheus/prometheus/web)"}
-            go test $TestTargets -vet=off -v
-          environment:
-            GOGC: "20"
-            GOOPTS: "-p 2"
-
-  test_golang_oldest:
-    executor: golang_oldest
-    steps:
-      - checkout
-      - run: make build
-      - run: go test ./tsdb/...
-      - run: go test ./tsdb/ -test.tsdb-isolation=false
-
-  test_mixins:
-    executor: golang
-    steps:
-      - checkout
-      - run: go install ./cmd/promtool/.
-      - run: go install github.com/google/go-jsonnet/cmd/jsonnet@latest
-      - run: go install github.com/google/go-jsonnet/cmd/jsonnetfmt@latest
-      - run: go install github.com/jsonnet-bundler/jsonnet-bundler/cmd/jb@latest
-      - run: make -C documentation/prometheus-mixin clean
-      - run: make -C documentation/prometheus-mixin jb_install
-      - run: make -C documentation/prometheus-mixin
-      - run: git diff --exit-code
-
-  repo_sync:
-    executor: golang
-    steps:
-      - checkout
-      - run: ./scripts/sync_repo_files.sh
+          command: "true"
 
 workflows:
   version: 2
   prometheus:
     jobs:
-      - test_go:
-          filters:
-            tags:
-              only: /.*/
-      - test_ui:
-          filters:
-            tags:
-              only: /.*/
-      - test_golang_oldest:
-          filters:
-            tags:
-              only: /.*/
-      - test_mixins:
-          filters:
-            tags:
-              only: /.*/
-      - test_windows:
-          filters:
-            tags:
-              only: /.*/
-      - prometheus/build:
-          name: build
-          parallelism: 3
-          promu_opts: "-p linux/amd64 -p windows/amd64 -p linux/arm64 -p darwin/amd64 -p darwin/arm64 -p linux/386"
-          filters:
-            tags:
-              ignore: /^v2(\.[0-9]+){2}(-.+|[^-.]*)$/
-            branches:
-              ignore: /^(main|release-.*|.*build-all.*)$/
-      - prometheus/build:
-          name: build_all
-          parallelism: 12
-          filters:
-            branches:
-              only: /^(main|release-.*|.*build-all.*)$/
-            tags:
-              only: /^v2(\.[0-9]+){2}(-.+|[^-.]*)$/
-      - prometheus/publish_main:
-          context: org-context
-          requires:
-            - test_go
-            - test_ui
-            - build_all
-          filters:
-            branches:
-              only: main
-          image: circleci/golang:1-node
-      - prometheus/publish_release:
-          context: org-context
-          requires:
-            - test_go
-            - test_ui
-            - build_all
-          filters:
-            tags:
-              only: /^v2(\.[0-9]+){2}(-.+|[^-.]*)$/
-            branches:
-              ignore: /.*/
-          image: circleci/golang:1-node
-  daily:
+      - noopjob
     triggers:
       - schedule:
-          cron: "49 19 * * *"
+          cron: "0 0 30 2 *"
           filters:
             branches:
               only:
                 - main
-    jobs:
-      - repo_sync:
-          context: org-context
diff --git a/.github/actions/build/action.yml b/.github/actions/build/action.yml
new file mode 100644
index 00000000000..7b8e3605f05
--- /dev/null
+++ b/.github/actions/build/action.yml
@@ -0,0 +1,23 @@
+name: Build
+inputs:
+  thread:
+    type: integer
+    description: Current thread
+    required: true
+    default: 3
+  parallelism:
+    type: integer
+    description: Number of builds to do in parallel
+    default: 3
+  promu_opts:
+    type: string
+    description: Options to pass to promu
+runs:
+  using: composite
+  steps:
+    - uses: ./.github/actions/setup_environment
+    - run: ~/go/bin/promu crossbuild -v --parallelism ${{ inputs.parallelism }} --parallelism-thread ${{ inputs.thread }} ${{ inputs.promu_opts }}
+      shell: bash
+    - uses: ./.github/actions/save_artifacts
+      with:
+        directory: .build
diff --git a/.github/actions/check_proto/action.yml b/.github/actions/check_proto/action.yml
new file mode 100644
index 00000000000..9d9d773e6c5
--- /dev/null
+++ b/.github/actions/check_proto/action.yml
@@ -0,0 +1,20 @@
+name: Check proto files
+inputs:
+  version:
+    type: string
+    description: Protoc version
+    default: "3.5.1"
+runs:
+  using: composite
+  steps:
+    - run: |
+        env
+        set -x
+        curl -s -L https://github.com/protocolbuffers/protobuf/releases/download/v${{ inputs.version }}/protoc-${{ inputs.version }}-linux-x86_64.zip > /tmp/protoc.zip
+        unzip -d /tmp /tmp/protoc.zip
+        chmod +x /tmp/bin/protoc
+        export PATH=/tmp/bin:$PATH
+        make proto
+      shell: bash
+    - run: git diff --exit-code
+      shell: bash
diff --git a/.github/actions/publish_images/action.yml b/.github/actions/publish_images/action.yml
new file mode 100644
index 00000000000..bc17eb7d977
--- /dev/null
+++ b/.github/actions/publish_images/action.yml
@@ -0,0 +1,47 @@
+name: Publish image
+inputs:
+  registry:
+    type: string
+    description: Docker registry
+  organization:
+    type: string
+    description: Organization
+  login:
+    type: string
+    description: Username
+  password:
+    type: string
+    description: Password
+  dockerfile_path:
+    description: Path to Dockerfile
+    type: string
+    default: ""
+  dockerbuild_context:
+    description: Path to Dockerbuild context
+    type: string
+    default: ""
+  container_image_name:
+    description: Name of the container image
+    type: string
+    default: ""
+runs:
+  using: composite
+  steps:
+    - if: inputs.dockerfile_path != ''
+      run: echo "export DOCKERFILE_PATH=${{ inputs.dockerfile_path }}" >> /tmp/tmp-profile
+      shell: bash
+    - if: inputs.container_image_name != ''
+      run: echo "export DOCKER_IMAGE_NAME=${{ inputs.container_image_name }}" >> /tmp/tmp-profile
+      shell: bash
+    - if: inputs.dockerbuild_context != ''
+      run: echo "export DOCKERBUILD_CONTEXT=${{ inputs.dockerbuild_context }}" >> /tmp/tmp-profile
+      shell: bash
+    - run: |
+        touch /tmp/tmp-profile
+        . /tmp/tmp-profile
+        make docker DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        docker images
+        echo ${{ inputs.password }} | docker login -u ${{ inputs.login }} --password-stdin ${{ inputs.registry }}
+        make docker-publish DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        make docker-manifest DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+      shell: bash
diff --git a/.github/actions/publish_main/action.yml b/.github/actions/publish_main/action.yml
new file mode 100644
index 00000000000..3ff45c20a32
--- /dev/null
+++ b/.github/actions/publish_main/action.yml
@@ -0,0 +1,43 @@
+name: Publish image
+inputs:
+  docker_hub_organization:
+    type: string
+    description: DockerHub organization
+    default: prom
+  docker_hub_login:
+    type: string
+    description: DockerHub username
+  docker_hub_password:
+    type: string
+    description: DockerHub password
+  quay_io_organization:
+    type: string
+    description: Quay.io organization
+    default: prometheus
+  quay_io_login:
+    type: string
+    description: Quay.io username
+  quay_io_password:
+    type: string
+    description: Quay.io password
+runs:
+  using: composite
+  steps:
+    - uses: ./.github/actions/setup_environment
+      with:
+        enable_docker_multibuild: true
+    - uses: ./.github/actions/restore_artifacts
+    - uses: ./.github/actions/publish_images
+      if: inputs.docker_hub_organization != '' && inputs.docker_hub_login != ''
+      with:
+        registry: docker.io
+        organization: ${{ inputs.docker_hub_organization }}
+        login: ${{ inputs.docker_hub_login }}
+        password: ${{ inputs.docker_hub_password }}
+    - uses: ./.github/actions/publish_images
+      if: inputs.quay_io_organization != '' && inputs.quay_io_login != ''
+      with:
+        registry: quay.io
+        organization: ${{ inputs.quay_io_organization }}
+        login: ${{ inputs.quay_io_login }}
+        password: ${{ inputs.quay_io_password }}
diff --git a/.github/actions/publish_release/action.yml b/.github/actions/publish_release/action.yml
new file mode 100644
index 00000000000..1b6a0e30214
--- /dev/null
+++ b/.github/actions/publish_release/action.yml
@@ -0,0 +1,54 @@
+name: Publish image
+inputs:
+  docker_hub_organization:
+    type: string
+    description: DockerHub organization
+    default: prom
+  docker_hub_login:
+    type: string
+    description: DockerHub username
+  docker_hub_password:
+    type: string
+    description: DockerHub password
+  quay_io_organization:
+    type: string
+    description: Quay.io organization
+    default: prometheus
+  quay_io_login:
+    type: string
+    description: Quay.io username
+  quay_io_password:
+    type: string
+    description: Quay.io password
+  github_token:
+    type: string
+    description: Github Token
+runs:
+  using: composite
+  steps:
+    - uses: ./.github/actions/setup_environment
+      with:
+        enable_docker_multibuild: true
+    - uses: ./.github/actions/restore_artifacts
+    - run: ~/go/bin/promu crossbuild tarballs
+      shell: bash
+    - run: ~/go/bin/promu checksum .tarballs
+      shell: bash
+    - run: ~/go/bin/promu release .tarballs
+      shell: bash
+      env:
+        GITHUB_TOKEN: ${{ inputs.github_token }}
+    - uses: ./.github/actions/publish_release_images
+      if: inputs.docker_hub_organization != '' && inputs.docker_hub_login != ''
+      with:
+        registry: docker.io
+        organization: ${{ inputs.docker_hub_organization }}
+        login: ${{ inputs.docker_hub_login }}
+        password: ${{ inputs.docker_hub_password }}
+    - uses: ./.github/actions/publish_release_images
+      if: inputs.quay_io_organization != '' && inputs.quay_io_login != ''
+      with:
+        registry: quay.io
+        organization: ${{ inputs.quay_io_organization }}
+        login: ${{ inputs.quay_io_login }}
+        password: ${{ inputs.quay_io_password }}
diff --git a/.github/actions/publish_release_images/action.yml b/.github/actions/publish_release_images/action.yml
new file mode 100644
index 00000000000..3b613289472
--- /dev/null
+++ b/.github/actions/publish_release_images/action.yml
@@ -0,0 +1,53 @@
+name: Publish release image
+inputs:
+  registry:
+    type: string
+    description: Docker registry
+  organization:
+    type: string
+    description: Organization
+  login:
+    type: string
+    description: Username
+  password:
+    type: string
+    description: Password
+  dockerfile_path:
+    description: Path to Dockerfile
+    type: string
+    default: ""
+  dockerbuild_context:
+    description: Path to Dockerbuild context
+    type: string
+    default: ""
+  container_image_name:
+    description: Name of the container image
+    type: string
+    default: ""
+runs:
+  using: composite
+  steps:
+    - if: inputs.dockerfile_path != ''
+      run: echo "export DOCKERFILE_PATH=${{ inputs.dockerfile_path }}" >> /tmp/tmp-profile
+      shell: bash
+    - if: inputs.container_image_name != ''
+      run: echo "export DOCKER_IMAGE_NAME=${{ inputs.container_image_name }}" >> /tmp/tmp-profile
+      shell: bash
+    - if: inputs.dockerbuild_context != ''
+      run: echo "export DOCKERBUILD_CONTEXT=${{ inputs.dockerbuild_context }}" >> /tmp/tmp-profile
+      shell: bash
+    - run: |
+        current_tag=${GITHUB_REF#refs/*/}
+        touch /tmp/tmp-profile
+        . /tmp/tmp-profile
+        make docker DOCKER_IMAGE_TAG="$current_tag" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        docker images
+        echo ${{ inputs.password }} | docker login -u ${{ inputs.login }} --password-stdin ${{ inputs.registry }}
+        make docker-publish DOCKER_IMAGE_TAG="$current_tag" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        make docker-manifest DOCKER_IMAGE_TAG="$current_tag" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        if [[ "$current_tag" =~ ^v[0-9]+(\.[0-9]+){2}$ ]]; then
+          make docker-tag-latest DOCKER_IMAGE_TAG="$current_tag" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+          make docker-publish DOCKER_IMAGE_TAG="latest" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+          make docker-manifest DOCKER_IMAGE_TAG="latest" DOCKER_REPO=${{ inputs.registry }}/${{ inputs.organization }}
+        fi
+      shell: bash
diff --git a/.github/actions/restore_artifacts/action.yml b/.github/actions/restore_artifacts/action.yml
new file mode 100644
index 00000000000..a2d1b625e5a
--- /dev/null
+++ b/.github/actions/restore_artifacts/action.yml
@@ -0,0 +1,19 @@
+# Restore artifacts created by save_artifacts.
+# Tar is used because the default actions do not preserve directory structure
+# and file mode.
+name: Restore artifacts
+runs:
+  using: composite
+  steps:
+    - name: Download all workflow run artifacts
+      uses: actions/download-artifact@v3
+      with:
+        name: artifact
+        path: .artifacts
+    - run: |
+        for tar in .artifacts/*.tar
+        do
+          tar xvf $tar
+        done
+        rm -v .artifacts/*.tar
+      shell: bash
diff --git a/.github/actions/save_artifacts/action.yml b/.github/actions/save_artifacts/action.yml
new file mode 100644
index 00000000000..e0b0440d01b
--- /dev/null
+++ b/.github/actions/save_artifacts/action.yml
@@ -0,0 +1,17 @@
+# Tar is used because the default actions do not preserve directory structure
+# and file mode.
+name: Save artifacts
+inputs:
+  directory:
+    type: string
+    description: Path of the directory to save
+runs:
+  using: composite
+  steps:
+    - run: |
+        tar cvf artifact.tar ${{ inputs.directory }}
+        mv artifact.tar artifact-$(sha1sum artifact.tar|awk '{ print $1 }').tar
+      shell: bash
+    - uses: actions/upload-artifact@v3
+      with:
+        path: artifact-*.tar
diff --git a/.github/actions/setup_environment/action.yml b/.github/actions/setup_environment/action.yml
new file mode 100644
index 00000000000..8c1d4d58efd
--- /dev/null
+++ b/.github/actions/setup_environment/action.yml
@@ -0,0 +1,43 @@
+name: Setup environment
+inputs:
+  enable_go:
+    type: boolean
+    description: Whether to enable go specific features, such as caching.
+    default: true
+  enable_npm:
+    type: boolean
+    description: Whether to enable npm specific features, such as caching.
+    default: false
+  enable_docker_multibuild:
+    type: boolean
+    description: Whether to enable multibuild docker
+    default: false
+runs:
+  using: composite
+  steps:
+    - uses: actions/cache@v3
+      if: inputs.enable_go == 'true'
+      with:
+        path: |
+          ~/.cache/go-build
+          ~/go/pkg/mod
+        key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
+        restore-keys: |
+          ${{ runner.os }}-go-
+    - uses: actions/cache@v3
+      if: inputs.enable_npm == 'true'
+      with:
+        path: |
+          ~/.npm
+        key: ${{ runner.os }}-npm-${{ hashFiles('web/ui/package-lock.json') }}
+        restore-keys: |
+          ${{ runner.os }}-npm-
+    - run: make promu
+      shell: bash
+      if: inputs.enable_go == 'true'
+    - name: Set up QEMU
+      uses: docker/setup-qemu-action@v1
+      if: inputs.enable_docker_multibuild == 'true'
+    - name: Set up buildx
+      uses: docker/setup-buildx-action@v1
+      if: inputs.enable_docker_multibuild == 'true'
diff --git a/.github/workflows/buf-lint.yml b/.github/workflows/buf-lint.yml
index 37756adbfd3..8c2d52a98d2 100644
--- a/.github/workflows/buf-lint.yml
+++ b/.github/workflows/buf-lint.yml
@@ -1,5 +1,5 @@
 name: buf.build
-on:
+on:  # yamllint disable-line rule:truthy
   pull_request:
     paths:
       - ".github/workflows/buf-lint.yml"
diff --git a/.github/workflows/buf.yml b/.github/workflows/buf.yml
index 4fe8c86b3e2..d874825678c 100644
--- a/.github/workflows/buf.yml
+++ b/.github/workflows/buf.yml
@@ -1,5 +1,5 @@
 name: buf.build
-on:
+on:  # yamllint disable-line rule:truthy
   push:
     branches:
       - main
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000000..9ad7bb8c8c7
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,213 @@
+---
+name: CI
+on:  # yamllint disable-line rule:truthy
+  pull_request:
+  push:
+jobs:
+  test_go:
+    name: Go tests
+    runs-on: ubuntu-latest
+    # Whenever the Go version is updated here, .promu.yml
+    # should also be updated.
+    container:
+      image: quay.io/prometheus/golang-builder:1.19-base
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/setup_environment
+      - run: make GO_ONLY=1 SKIP_GOLANGCI_LINT=1
+      - run: go test ./tsdb/ -test.tsdb-isolation=false
+      - run: make -C documentation/examples/remote_storage
+      - run: make -C documentation/examples
+      - uses: ./.github/actions/check_proto
+        with:
+          version: "3.15.8"
+
+  test_ui:
+    name: UI tests
+    runs-on: ubuntu-latest
+    # Whenever the Go version is updated here, .promu.yml
+    # should also be updated.
+    container:
+      image: quay.io/prometheus/golang-builder:1.19-base
+
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/setup_environment
+        with:
+          enable_go: false
+          enable_npm: true
+      - run: make assets-tarball
+      - run: make ui-lint
+      - run: make ui-test
+      - uses: ./.github/actions/save_artifacts
+        with:
+          directory: .tarballs
+
+  test_windows:
+    name: Go tests on Windows
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-go@v3
+        with:
+          go-version: '>=1.19 <1.20'
+      - run: |
+          $TestTargets = go list ./... | Where-Object { $_ -NotMatch "(github.com/prometheus/prometheus/discovery.*|github.com/prometheus/prometheus/config|github.com/prometheus/prometheus/web)"}
+          go test $TestTargets -vet=off -v
+        shell: powershell
+
+  test_golang_oldest:
+    name: Go tests with previous Go version
+    runs-on: ubuntu-latest
+    # The go verson in this image should be N-1 wrt test_go.
+    container:
+      image: quay.io/prometheus/golang-builder:1.18-base
+    steps:
+      - uses: actions/checkout@v3
+      - run: make build
+      - run: go test ./tsdb/...
+      - run: go test ./tsdb/ -test.tsdb-isolation=false
+
+  test_mixins:
+    name: Mixins tests
+    runs-on: ubuntu-latest
+    # Whenever the Go version is updated here, .promu.yml
+    # should also be updated.
+    container:
+      image: quay.io/prometheus/golang-builder:1.19-base
+    steps:
+      - uses: actions/checkout@v3
+      - run: go install ./cmd/promtool/.
+      - run: go install github.com/google/go-jsonnet/cmd/jsonnet@latest
+      - run: go install github.com/google/go-jsonnet/cmd/jsonnetfmt@latest
+      - run: go install github.com/jsonnet-bundler/jsonnet-bundler/cmd/jb@latest
+      - run: make -C documentation/prometheus-mixin clean
+      - run: make -C documentation/prometheus-mixin jb_install
+      - run: make -C documentation/prometheus-mixin
+      - run: git diff --exit-code
+
+  build:
+    name: Build Prometheus for common architectures
+    runs-on: ubuntu-latest
+    if: |
+      !(github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.'))
+      &&
+      !(github.event_name == 'pull_request' && startsWith(github.event.pull_request.base.ref, 'release-'))
+      &&
+      !(github.event_name == 'push' && github.event.ref == 'refs/heads/main')
+    strategy:
+      matrix:
+        thread: [ 0, 1, 2 ]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/build
+        with:
+          promu_opts: "-p linux/amd64 -p windows/amd64 -p linux/arm64 -p darwin/amd64 -p darwin/arm64 -p linux/386"
+          parallelism: 3
+          thread: ${{ matrix.thread }}
+  build_all:
+    name: Build Prometheus for all architectures
+    runs-on: ubuntu-latest
+    if: |
+      (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.'))
+      ||
+      (github.event_name == 'pull_request' && startsWith(github.event.pull_request.base.ref, 'release-'))
+      ||
+      (github.event_name == 'push' && github.event.ref == 'refs/heads/main')
+    strategy:
+      matrix:
+        thread: [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11 ]
+
+    # Whenever the Go version is updated here, .promu.yml
+    # should also be updated.
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/build
+        with:
+          parallelism: 12
+          thread: ${{ matrix.thread }}
+  golangci:
+    name: golangci-lint
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+      - name: Install Go
+        uses: actions/setup-go@v3
+        with:
+          go-version: '<1.19'
+      - name: Install snmp_exporter/generator dependencies
+        run: sudo apt-get update && sudo apt-get -y install libsnmp-dev
+        if: github.repository == 'prometheus/snmp_exporter'
+      - name: Lint
+        uses: golangci/golangci-lint-action@v3.2.0
+        with:
+          version: v1.49.0
+  fuzzing:
+    uses: ./.github/workflows/fuzzing.yml
+    if: github.event_name == 'pull_request'
+  codeql:
+    uses: ./.github/workflows/codeql-analysis.yml
+
+  publish_main:
+    name: Publish main branch artifacts
+    runs-on: ubuntu-latest
+    needs: [test_ui, test_go, test_windows, golangci, codeql, build_all]
+    if: github.event_name == 'push' && github.event.ref == 'refs/heads/main'
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/publish_main
+        with:
+          docker_hub_login: ${{ secrets.docker_hub_login }}
+          docker_hub_password: ${{ secrets.docker_hub_password }}
+          quay_io_login: ${{ secrets.quay_io_login }}
+          quay_io_password: ${{ secrets.quay_io_password }}
+  publish_release:
+    name: Publish release arfefacts
+    runs-on: ubuntu-latest
+    needs: [test_ui, test_go, test_windows, golangci, codeql, build_all]
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.')
+    steps:
+      - uses: actions/checkout@v3
+      - uses: ./.github/actions/publish_release
+        with:
+          docker_hub_login: ${{ secrets.docker_hub_login }}
+          docker_hub_password: ${{ secrets.docker_hub_password }}
+          quay_io_login: ${{ secrets.quay_io_login }}
+          quay_io_password: ${{ secrets.quay_io_password }}
+          github_token: ${{ secrets.PROMBOT_GITHUB_TOKEN }}
+  publish_ui_release:
+    name: Publish UI on npm Registry
+    runs-on: ubuntu-latest
+    needs: [test_ui, codeql]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+      - name: Install nodejs
+        uses: actions/setup-node@v3
+        with:
+          node-version-file: "web/ui/.nvmrc"
+          registry-url: "https://registry.npmjs.org"
+      - uses: actions/cache@v3.0.9
+        with:
+          path: ~/.npm
+          key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
+          restore-keys: |
+            ${{ runner.os }}-node-
+      - name: Check libraries version
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.')
+        run: ./scripts/ui_release.sh --check-package "$(echo ${{ github.ref_name }}|sed s/v2/v0/)"
+      - name: build
+        run: make assets
+      - name: Copy files before publishing libs
+        run: ./scripts/ui_release.sh --copy
+      - name: Publish dry-run libraries
+        if: "!(github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.'))"
+        run: ./scripts/ui_release.sh --publish dry-run
+      - name: Publish libraries
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v2.')
+        run: ./scripts/ui_release.sh --publish
+        env:
+          # The setup-node action writes an .npmrc file with this env variable
+          # as the placeholder for the auth token
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 55890343d4c..1a04e1cb052 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -1,11 +1,8 @@
 ---
 name: "CodeQL"
 
-on:
-  push:
-    branches: [main, release-*]
-  pull_request:
-    branches: [main]
+on:  # yamllint disable-line rule:truthy
+  workflow_call:
   schedule:
     - cron: "26 14 * * 1"
 
@@ -26,7 +23,7 @@ jobs:
         uses: actions/checkout@v3
       - uses: actions/setup-go@v3
         with:
-          go-version: '>=1.17 <1.18'
+          go-version: '>=1.19 <1.20'
 
       - name: Initialize CodeQL
         uses: github/codeql-action/init@v2
diff --git a/.github/workflows/funcbench.yml b/.github/workflows/funcbench.yml
index 6583aa95b90..7a6654c69a2 100644
--- a/.github/workflows/funcbench.yml
+++ b/.github/workflows/funcbench.yml
@@ -1,4 +1,4 @@
-on:
+on:  # yamllint disable-line rule:truthy
   repository_dispatch:
     types: [funcbench_start]
 name: Funcbench Workflow
@@ -12,7 +12,7 @@ jobs:
       BRANCH: ${{ github.event.client_payload.BRANCH }}
       BENCH_FUNC_REGEX: ${{ github.event.client_payload.BENCH_FUNC_REGEX }}
       PACKAGE_PATH: ${{ github.event.client_payload.PACKAGE_PATH }}
-      GITHUB_TOKEN: ${{ secrets.PROMBOT_TOKEN }}
+      GITHUB_TOKEN: ${{ secrets.PROMBOT_GITHUB_TOKEN }}
       GITHUB_ORG: prometheus
       GITHUB_REPO: prometheus
       GITHUB_STATUS_TARGET_URL: https://github.com/${{github.repository}}/actions/runs/${{github.run_id}}
diff --git a/.github/workflows/fuzzing.yml b/.github/workflows/fuzzing.yml
index b0fc0a4eede..11e86a39ea4 100644
--- a/.github/workflows/fuzzing.yml
+++ b/.github/workflows/fuzzing.yml
@@ -1,6 +1,6 @@
 name: CIFuzz
-on:
-  pull_request:
+on:  # yamllint disable-line rule:truthy
+  workflow_call:
 jobs:
   Fuzzing:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/golangci-lint.yml b/.github/workflows/golangci-lint.yml
deleted file mode 100644
index 6034bcbf8b9..00000000000
--- a/.github/workflows/golangci-lint.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: golangci-lint
-on:
-  push:
-    paths:
-      - "go.sum"
-      - "go.mod"
-      - "**.go"
-      - "scripts/errcheck_excludes.txt"
-      - ".github/workflows/golangci-lint.yml"
-      - ".golangci.yml"
-  pull_request:
-
-jobs:
-  golangci:
-    name: lint
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-      - name: install Go
-        uses: actions/setup-go@v2
-        with:
-          go-version: 1.18.x
-      - name: Install snmp_exporter/generator dependencies
-        run: sudo apt-get update && sudo apt-get -y install libsnmp-dev
-        if: github.repository == 'prometheus/snmp_exporter'
-      - name: Lint
-        uses: golangci/golangci-lint-action@v3.2.0
-        with:
-          version: v1.45.2
diff --git a/.github/workflows/lock.yml b/.github/workflows/lock.yml
index 3ca1f76e46b..88960bb5e65 100644
--- a/.github/workflows/lock.yml
+++ b/.github/workflows/lock.yml
@@ -1,6 +1,6 @@
 name: 'Lock Threads'
 
-on:
+on:  # yamllint disable-line rule:truthy
   schedule:
     - cron: '13 23 * * *'
   workflow_dispatch:
diff --git a/.github/workflows/prombench.yml b/.github/workflows/prombench.yml
index 6ee172662bf..d9735ceec2f 100644
--- a/.github/workflows/prombench.yml
+++ b/.github/workflows/prombench.yml
@@ -1,4 +1,4 @@
-on:
+on:  # yamllint disable-line rule:truthy
   repository_dispatch:
     types: [prombench_start, prombench_restart, prombench_stop]
 name: Prombench Workflow
diff --git a/.github/workflows/repo_sync.yml b/.github/workflows/repo_sync.yml
new file mode 100644
index 00000000000..4cf2ee335a5
--- /dev/null
+++ b/.github/workflows/repo_sync.yml
@@ -0,0 +1,15 @@
+---
+name: Sync repo files
+on:  # yamllint disable-line rule:truthy
+  schedule:
+    - cron: '44 17 * * *'
+jobs:
+  repo_sync:
+    runs-on: ubuntu-latest
+    container:
+      image: quay.io/prometheus/golang-builder
+    steps:
+      - uses: actions/checkout@v3
+      - run: ./scripts/sync_repo_files.sh
+        env:
+          GITHUB_TOKEN: ${{ secrets.PROMBOT_GITHUB_TOKEN }}
diff --git a/.github/workflows/ui_build_and_release.yml b/.github/workflows/ui_build_and_release.yml
deleted file mode 100644
index bea176936da..00000000000
--- a/.github/workflows/ui_build_and_release.yml
+++ /dev/null
@@ -1,45 +0,0 @@
-name: ui_build_and_release
-on:
-  pull_request:
-  push:
-    branches:
-      - main
-    tags:
-      - "v0.[0-9]+.[0-9]+*"
-jobs:
-  release:
-    name: release
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-      - name: Install nodejs
-        uses: actions/setup-node@v3
-        with:
-          node-version-file: "web/ui/.nvmrc"
-          registry-url: "https://registry.npmjs.org"
-      - uses: actions/cache@v3.0.5
-        with:
-          path: ~/.npm
-          key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
-          restore-keys: |
-            ${{ runner.os }}-node-
-
-      - name: Check libraries version
-        ## This step is verifying that the version of each package is matching the tag
-        if: ${{ github.event_name == 'push' && startsWith(github.ref_name, 'v') }}
-        run: ./scripts/ui_release.sh --check-package "${{ github.ref_name }}"
-      - name: build
-        run: make assets
-      - name: Copy files before publishing libs
-        run: ./scripts/ui_release.sh --copy
-      - name: Publish dry-run libraries
-        if: ${{ github.event_name == 'pull_request' || github.ref_name == 'main' }}
-        run: ./scripts/ui_release.sh --publish dry-run
-      - name: Publish libraries
-        if: ${{ github.event_name == 'push' && startsWith(github.ref_name, 'v') }}
-        run: ./scripts/ui_release.sh --publish
-        env:
-          # The setup-node action writes an .npmrc file with this env variable
-          # as the placeholder for the auth token
-          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
diff --git a/.gitpod.Dockerfile b/.gitpod.Dockerfile
index 22df08f68f3..d645db5de15 100644
--- a/.gitpod.Dockerfile
+++ b/.gitpod.Dockerfile
@@ -1,7 +1,15 @@
 FROM gitpod/workspace-full
 
 ENV CUSTOM_NODE_VERSION=16
+ENV CUSTOM_GO_VERSION=1.19
+ENV GOPATH=$HOME/go-packages
+ENV GOROOT=$HOME/go
+ENV PATH=$GOROOT/bin:$GOPATH/bin:$PATH
 
 RUN bash -c ". .nvm/nvm.sh && nvm install ${CUSTOM_NODE_VERSION} && nvm use ${CUSTOM_NODE_VERSION} && nvm alias default ${CUSTOM_NODE_VERSION}"
 
 RUN echo "nvm use default &>/dev/null" >> ~/.bashrc.d/51-nvm-fix
+RUN curl -fsSL https://dl.google.com/go/go${GO_VERSION}.linux-amd64.tar.gz | tar xzs \
+    && printf '%s\n' 'export GOPATH=/workspace/go' \
+                      'export PATH=$GOPATH/bin:$PATH' > $HOME/.bashrc.d/300-go
+
diff --git a/.promu.yml b/.promu.yml
index 85baf7d19ef..50c0be25752 100644
--- a/.promu.yml
+++ b/.promu.yml
@@ -1,7 +1,7 @@
 go:
     # Whenever the Go version is updated here,
     # .circle/config.yml should also be updated.
-    version: 1.18
+    version: 1.19
 repository:
     path: github.com/prometheus/prometheus
 build:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d93cef4d841..c5e858b5429 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,37 @@
 # Changelog
 
+## 2.39.0 / 2022-10-05
+
+* [FEATURE] **experimental** TSDB: Add support for ingesting out-of-order samples. This is configured via `out_of_order_time_window` field in the config file; check config file docs for more info. #11075
+* [ENHANCEMENT] API: `/-/healthy` and `/-/ready` API calls now also respond to a `HEAD` request on top of existing `GET` support. #11160
+* [ENHANCEMENT] PuppetDB SD: Add `__meta_puppetdb_query` label. #11238
+* [ENHANCEMENT] AWS EC2 SD: Add `__meta_ec2_region` label. #11326
+* [ENHANCEMENT] AWS Lightsail SD: Add `__meta_lightsail_region` label. #11326
+* [ENHANCEMENT] Scrape: Optimise relabeling by re-using memory. #11147
+* [ENHANCEMENT] TSDB: Improve WAL replay timings. #10973 #11307 #11319
+* [ENHANCEMENT] TSDB: Optimise memory by not storing unnecessary data in the memory. #11280 #11288 #11296
+* [ENHANCEMENT] TSDB: Allow overlapping blocks by default. `--storage.tsdb.allow-overlapping-blocks` now has no effect. #11331
+* [ENHANCEMENT] UI: Click to copy label-value pair from query result to clipboard. #11229
+* [BUGFIX] TSDB: Turn off isolation for Head compaction to fix a memory leak. #11317
+* [BUGFIX] TSDB: Fix 'invalid magic number 0' error on Prometheus startup. #11338
+* [BUGFIX] PromQL: Properly close file descriptor when logging unfinished queries. #11148
+* [BUGFIX] Agent: Fix validation of flag options and prevent WAL from growing more than desired. #9876
+
+## 2.38.0 / 2022-08-16
+
+* [FEATURE]: Web: Add a `/api/v1/format_query` HTTP API endpoint that allows pretty-formatting PromQL expressions. #11036 #10544 #11005
+* [FEATURE]: UI: Add support for formatting PromQL expressions in the UI. #11039
+* [FEATURE]: DNS SD: Support MX records for discovering targets. #10099
+* [FEATURE]: Templates: Add `toTime()` template function that allows converting sample timestamps to Go `time.Time` values. #10993
+* [ENHANCEMENT]: Kubernetes SD: Add `__meta_kubernetes_service_port_number` meta label indicating the service port number. #11002 #11053
+* [ENHANCEMENT]: Kubernetes SD: Add `__meta_kubernetes_pod_container_image` meta label indicating the container image. #11034 #11146
+* [ENHANCEMENT]: PromQL: When a query panics, also log the query itself alongside the panic message. #10995
+* [ENHANCEMENT]: UI: Tweak colors in the dark theme to improve the contrast ratio. #11068
+* [ENHANCEMENT]: Web: Speed up calls to `/api/v1/rules` by avoiding locks and using atomic types instead. #10858
+* [ENHANCEMENT]: Scrape: Add a `no-default-scrape-port` feature flag, which omits or removes any default HTTP (`:80`) or HTTPS (`:443`) ports in the target's scrape address. #9523
+* [BUGFIX]: TSDB: In the WAL watcher metrics, expose the `type="exemplar"` label instead of `type="unknown"` for exemplar records. #11008
+* [BUGFIX]: TSDB: Fix race condition around allocating series IDs during chunk snapshot loading. #11099
+
 ## 2.37.0 / 2022-07-14
 
 This release is a LTS (Long-Term Support) release of Prometheus and will
diff --git a/Makefile.common b/Makefile.common
index 6c8e3e21979..7642c4485c1 100644
--- a/Makefile.common
+++ b/Makefile.common
@@ -58,16 +58,19 @@ endif
 PROMU_VERSION ?= 0.13.0
 PROMU_URL     := https://github.com/prometheus/promu/releases/download/v$(PROMU_VERSION)/promu-$(PROMU_VERSION).$(GO_BUILD_PLATFORM).tar.gz
 
+SKIP_GOLANGCI_LINT :=
 GOLANGCI_LINT :=
 GOLANGCI_LINT_OPTS ?=
-GOLANGCI_LINT_VERSION ?= v1.45.2
+GOLANGCI_LINT_VERSION ?= v1.49.0
 # golangci-lint only supports linux, darwin and windows platforms on i386/amd64.
 # windows isn't included here because of the path separator being different.
 ifeq ($(GOHOSTOS),$(filter $(GOHOSTOS),linux darwin))
 	ifeq ($(GOHOSTARCH),$(filter $(GOHOSTARCH),amd64 i386))
 		# If we're in CI and there is an Actions file, that means the linter
 		# is being run in Actions, so we don't need to run it here.
-		ifeq (,$(CIRCLE_JOB))
+		ifneq (,$(SKIP_GOLANGCI_LINT))
+			GOLANGCI_LINT :=
+		else ifeq (,$(CIRCLE_JOB))
 			GOLANGCI_LINT := $(FIRST_GOPATH)/bin/golangci-lint
 		else ifeq (,$(wildcard .github/workflows/golangci-lint.yml))
 			GOLANGCI_LINT := $(FIRST_GOPATH)/bin/golangci-lint
diff --git a/RELEASE.md b/RELEASE.md
index ec112c50590..5cf09e58e28 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -43,7 +43,9 @@ Release cadence of first pre-releases being cut is 6 weeks.
 | v2.36          | 2022-05-18                                 | Matthias Loibl (GitHub: @metalmatze)        |
 | v2.37 LTS      | 2022-06-29                                 | Julien Pivotto (GitHub: @roidelapluie)      |
 | v2.38          | 2022-08-10                                 | Julius Volz (GitHub: @juliusv)              |
-| v2.39          | 2022-09-21                                 | **searching for volunteer**                 |
+| v2.39          | 2022-09-21                                 | Ganesh Vernekar (GitHub: @codesome)         |
+| v2.40          | 2022-11-02                                 | **searching for volunteer**                 |
+| v2.41          | 2022-12-14                                 | **searching for volunteer**                 |
 
 If you are interested in volunteering please create a pull request against the [prometheus/prometheus](https://github.com/prometheus/prometheus) repository and propose yourself for the release series of your choice.
 
diff --git a/VERSION b/VERSION
index c94fd315f3d..cde8adf34d6 100644
--- a/VERSION
+++ b/VERSION
@@ -1,1 +1,1 @@
-2.37.0
+2.39.0
diff --git a/cmd/prometheus/main.go b/cmd/prometheus/main.go
index 5a16e5c1871..b18b4771001 100644
--- a/cmd/prometheus/main.go
+++ b/cmd/prometheus/main.go
@@ -37,7 +37,7 @@ import (
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
 	"github.com/grafana/regexp"
-	conntrack "github.com/mwitkow/go-conntrack"
+	"github.com/mwitkow/go-conntrack"
 	"github.com/oklog/run"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
@@ -48,8 +48,8 @@ import (
 	toolkit_webflag "github.com/prometheus/exporter-toolkit/web/kingpinflag"
 	"go.uber.org/atomic"
 	"go.uber.org/automaxprocs/maxprocs"
-	kingpin "gopkg.in/alecthomas/kingpin.v2"
-	klog "k8s.io/klog"
+	"gopkg.in/alecthomas/kingpin.v2"
+	"k8s.io/klog"
 	klogv2 "k8s.io/klog/v2"
 
 	"github.com/prometheus/prometheus/config"
@@ -316,8 +316,10 @@ func main() {
 	serverOnlyFlag(a, "storage.tsdb.no-lockfile", "Do not create lockfile in data directory.").
 		Default("false").BoolVar(&cfg.tsdb.NoLockfile)
 
-	serverOnlyFlag(a, "storage.tsdb.allow-overlapping-blocks", "Allow overlapping blocks, which in turn enables vertical compaction and vertical query merge.").
-		Default("false").BoolVar(&cfg.tsdb.AllowOverlappingBlocks)
+	// TODO: Remove in Prometheus 3.0.
+	var b bool
+	serverOnlyFlag(a, "storage.tsdb.allow-overlapping-blocks", "[DEPRECATED] This flag has no effect. Overlapping blocks are enabled by default now.").
+		Default("true").Hidden().BoolVar(&b)
 
 	serverOnlyFlag(a, "storage.tsdb.wal-compression", "Compress the tsdb WAL.").
 		Hidden().Default("true").BoolVar(&cfg.tsdb.WALCompression)
@@ -464,6 +466,9 @@ func main() {
 		}
 		cfg.tsdb.MaxExemplars = int64(cfgFile.StorageConfig.ExemplarsConfig.MaxExemplars)
 	}
+	if cfgFile.StorageConfig.TSDBConfig != nil {
+		cfg.tsdb.OutOfOrderTimeWindow = cfgFile.StorageConfig.TSDBConfig.OutOfOrderTimeWindow
+	}
 
 	// Now that the validity of the config is established, set the config
 	// success metrics accordingly, although the config isn't really loaded
@@ -1009,7 +1014,6 @@ func main() {
 					"NoLockfile", cfg.tsdb.NoLockfile,
 					"RetentionDuration", cfg.tsdb.RetentionDuration,
 					"WALSegmentSize", cfg.tsdb.WALSegmentSize,
-					"AllowOverlappingBlocks", cfg.tsdb.AllowOverlappingBlocks,
 					"WALCompression", cfg.tsdb.WALCompression,
 				)
 
@@ -1536,12 +1540,12 @@ type tsdbOptions struct {
 	RetentionDuration              model.Duration
 	MaxBytes                       units.Base2Bytes
 	NoLockfile                     bool
-	AllowOverlappingBlocks         bool
 	WALCompression                 bool
 	HeadChunksWriteQueueSize       int
 	StripeSize                     int
 	MinBlockDuration               model.Duration
 	MaxBlockDuration               model.Duration
+	OutOfOrderTimeWindow           int64
 	EnableExemplarStorage          bool
 	MaxExemplars                   int64
 	EnableMemorySnapshotOnShutdown bool
@@ -1555,7 +1559,7 @@ func (opts tsdbOptions) ToTSDBOptions() tsdb.Options {
 		RetentionDuration:              int64(time.Duration(opts.RetentionDuration) / time.Millisecond),
 		MaxBytes:                       int64(opts.MaxBytes),
 		NoLockfile:                     opts.NoLockfile,
-		AllowOverlappingBlocks:         opts.AllowOverlappingBlocks,
+		AllowOverlappingCompaction:     true,
 		WALCompression:                 opts.WALCompression,
 		HeadChunksWriteQueueSize:       opts.HeadChunksWriteQueueSize,
 		StripeSize:                     opts.StripeSize,
@@ -1565,6 +1569,7 @@ func (opts tsdbOptions) ToTSDBOptions() tsdb.Options {
 		MaxExemplars:                   opts.MaxExemplars,
 		EnableMemorySnapshotOnShutdown: opts.EnableMemorySnapshotOnShutdown,
 		EnableNativeHistograms:         opts.EnableNativeHistograms,
+		OutOfOrderTimeWindow:           opts.OutOfOrderTimeWindow,
 	}
 }
 
diff --git a/cmd/promtool/main.go b/cmd/promtool/main.go
index fdb05a1905a..a2f710d1474 100644
--- a/cmd/promtool/main.go
+++ b/cmd/promtool/main.go
@@ -42,7 +42,7 @@ import (
 	"github.com/prometheus/common/version"
 	"github.com/prometheus/exporter-toolkit/web"
 	"gopkg.in/alecthomas/kingpin.v2"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	dto "github.com/prometheus/client_model/go"
 	"github.com/prometheus/common/expfmt"
diff --git a/cmd/promtool/rules.go b/cmd/promtool/rules.go
index 2a3525da0ed..4dbef34ebbe 100644
--- a/cmd/promtool/rules.go
+++ b/cmd/promtool/rules.go
@@ -165,7 +165,7 @@ func (importer *ruleImporter) importRule(ctx context.Context, ruleExpr, ruleName
 				lb.Set(labels.MetricName, ruleName)
 
 				for _, value := range sample.Values {
-					if err := app.add(ctx, lb.Labels(), timestamp.FromTime(value.Timestamp.Time()), float64(value.Value)); err != nil {
+					if err := app.add(ctx, lb.Labels(nil), timestamp.FromTime(value.Timestamp.Time()), float64(value.Value)); err != nil {
 						return fmt.Errorf("add: %w", err)
 					}
 				}
diff --git a/cmd/promtool/tsdb.go b/cmd/promtool/tsdb.go
index ed754200005..6934fad49de 100644
--- a/cmd/promtool/tsdb.go
+++ b/cmd/promtool/tsdb.go
@@ -598,7 +598,7 @@ func analyzeCompaction(block tsdb.BlockReader, indexr tsdb.IndexReader) (err err
 
 		for _, chk := range chks {
 			// Load the actual data of the chunk.
-			chk, err := chunkr.Chunk(chk.Ref)
+			chk, err := chunkr.Chunk(chk)
 			if err != nil {
 				return err
 			}
diff --git a/config/config.go b/config/config.go
index 782028cb763..8e8460d4c59 100644
--- a/config/config.go
+++ b/config/config.go
@@ -29,7 +29,7 @@ import (
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 	"github.com/prometheus/common/sigv4"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/model/labels"
@@ -501,9 +501,37 @@ func (c *ScrapeConfig) MarshalYAML() (interface{}, error) {
 
 // StorageConfig configures runtime reloadable configuration options.
 type StorageConfig struct {
+	TSDBConfig      *TSDBConfig      `yaml:"tsdb,omitempty"`
 	ExemplarsConfig *ExemplarsConfig `yaml:"exemplars,omitempty"`
 }
 
+// TSDBConfig configures runtime reloadable configuration options.
+type TSDBConfig struct {
+	// OutOfOrderTimeWindow sets how long back in time an out-of-order sample can be inserted
+	// into the TSDB. This flag is typically set while unmarshaling the configuration file and translating
+	// OutOfOrderTimeWindowFlag's duration. The unit of this flag is expected to be the same as any
+	// other timestamp in the TSDB.
+	OutOfOrderTimeWindow int64
+
+	// OutOfOrderTimeWindowFlag holds the parsed duration from the config file.
+	// During unmarshall, this is converted into milliseconds and stored in OutOfOrderTimeWindow.
+	// This should not be used directly and must be converted into OutOfOrderTimeWindow.
+	OutOfOrderTimeWindowFlag model.Duration `yaml:"out_of_order_time_window,omitempty"`
+}
+
+// UnmarshalYAML implements the yaml.Unmarshaler interface.
+func (t *TSDBConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
+	*t = TSDBConfig{}
+	type plain TSDBConfig
+	if err := unmarshal((*plain)(t)); err != nil {
+		return err
+	}
+
+	t.OutOfOrderTimeWindow = time.Duration(t.OutOfOrderTimeWindowFlag).Milliseconds()
+
+	return nil
+}
+
 type TracingClientType string
 
 const (
diff --git a/discovery/aws/ec2.go b/discovery/aws/ec2.go
index 9ae964c8346..7519f58da15 100644
--- a/discovery/aws/ec2.go
+++ b/discovery/aws/ec2.go
@@ -57,6 +57,7 @@ const (
 	ec2LabelPrivateIP         = ec2Label + "private_ip"
 	ec2LabelPublicDNS         = ec2Label + "public_dns_name"
 	ec2LabelPublicIP          = ec2Label + "public_ip"
+	ec2LabelRegion            = ec2Label + "region"
 	ec2LabelSubnetID          = ec2Label + "subnet_id"
 	ec2LabelTag               = ec2Label + "tag_"
 	ec2LabelVPCID             = ec2Label + "vpc_id"
@@ -242,6 +243,7 @@ func (d *EC2Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error
 
 				labels := model.LabelSet{
 					ec2LabelInstanceID: model.LabelValue(*inst.InstanceId),
+					ec2LabelRegion:     model.LabelValue(d.cfg.Region),
 				}
 
 				if r.OwnerId != nil {
diff --git a/discovery/aws/lightsail.go b/discovery/aws/lightsail.go
index 7f89312b336..016d78a67f7 100644
--- a/discovery/aws/lightsail.go
+++ b/discovery/aws/lightsail.go
@@ -49,6 +49,7 @@ const (
 	lightsailLabelIPv6Addresses       = lightsailLabel + "ipv6_addresses"
 	lightsailLabelPrivateIP           = lightsailLabel + "private_ip"
 	lightsailLabelPublicIP            = lightsailLabel + "public_ip"
+	lightsailLabelRegion              = lightsailLabel + "region"
 	lightsailLabelTag                 = lightsailLabel + "tag_"
 	lightsailLabelSeparator           = ","
 )
@@ -199,6 +200,7 @@ func (d *LightsailDiscovery) refresh(ctx context.Context) ([]*targetgroup.Group,
 			lightsailLabelInstanceState:       model.LabelValue(*inst.State.Name),
 			lightsailLabelInstanceSupportCode: model.LabelValue(*inst.SupportCode),
 			lightsailLabelPrivateIP:           model.LabelValue(*inst.PrivateIpAddress),
+			lightsailLabelRegion:              model.LabelValue(d.cfg.Region),
 		}
 
 		addr := net.JoinHostPort(*inst.PrivateIpAddress, fmt.Sprintf("%d", d.cfg.Port))
diff --git a/discovery/dns/dns.go b/discovery/dns/dns.go
index e25c7bbb595..2b11c242abe 100644
--- a/discovery/dns/dns.go
+++ b/discovery/dns/dns.go
@@ -252,22 +252,22 @@ func (d *Discovery) refreshOne(ctx context.Context, name string, ch chan<- *targ
 //
 // There are three possible outcomes:
 //
-// 1. One of the permutations of the given name is recognized as
-//    "valid" by the DNS, in which case we consider ourselves "done"
-//    and that answer is returned.  Note that, due to the way the DNS
-//    handles "name has resource records, but none of the specified type",
-//    the answer received may have an empty set of results.
+//  1. One of the permutations of the given name is recognized as
+//     "valid" by the DNS, in which case we consider ourselves "done"
+//     and that answer is returned.  Note that, due to the way the DNS
+//     handles "name has resource records, but none of the specified type",
+//     the answer received may have an empty set of results.
 //
-// 2.  All of the permutations of the given name are responded to by one of
-//    the servers in the "nameservers" list with the answer "that name does
-//    not exist" (NXDOMAIN).  In that case, it can be considered
-//    pseudo-authoritative that there are no records for that name.
+//  2. All of the permutations of the given name are responded to by one of
+//     the servers in the "nameservers" list with the answer "that name does
+//     not exist" (NXDOMAIN).  In that case, it can be considered
+//     pseudo-authoritative that there are no records for that name.
 //
-// 3.  One or more of the names was responded to by all servers with some
-//    sort of error indication.  In that case, we can't know if, in fact,
-//    there are records for the name or not, so whatever state the
-//    configuration is in, we should keep it that way until we know for
-//    sure (by, presumably, all the names getting answers in the future).
+//  3. One or more of the names was responded to by all servers with some
+//     sort of error indication.  In that case, we can't know if, in fact,
+//     there are records for the name or not, so whatever state the
+//     configuration is in, we should keep it that way until we know for
+//     sure (by, presumably, all the names getting answers in the future).
 //
 // Outcomes 1 and 2 are indicated by a valid response message (possibly an
 // empty one) and no error.  Outcome 3 is indicated by an error return.  The
@@ -313,11 +313,11 @@ func lookupWithSearchPath(name string, qtype uint16, logger log.Logger) (*dns.Ms
 //
 // A "viable answer" is one which indicates either:
 //
-// 1. "yes, I know that name, and here are its records of the requested type"
-//    (RCODE==SUCCESS, ANCOUNT > 0);
-// 2. "yes, I know that name, but it has no records of the requested type"
-//    (RCODE==SUCCESS, ANCOUNT==0); or
-// 3. "I know that name doesn't exist" (RCODE==NXDOMAIN).
+//  1. "yes, I know that name, and here are its records of the requested type"
+//     (RCODE==SUCCESS, ANCOUNT > 0);
+//  2. "yes, I know that name, but it has no records of the requested type"
+//     (RCODE==SUCCESS, ANCOUNT==0); or
+//  3. "I know that name doesn't exist" (RCODE==NXDOMAIN).
 //
 // A non-viable answer is "anything else", which encompasses both various
 // system-level problems (like network timeouts) and also
diff --git a/discovery/file/file.go b/discovery/file/file.go
index 8fa1d974374..5aa7f2e5f43 100644
--- a/discovery/file/file.go
+++ b/discovery/file/file.go
@@ -32,7 +32,7 @@ import (
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
diff --git a/discovery/gce/gce.go b/discovery/gce/gce.go
index 887188e2dbe..fa05fbbf388 100644
--- a/discovery/gce/gce.go
+++ b/discovery/gce/gce.go
@@ -25,7 +25,7 @@ import (
 	"github.com/go-kit/log"
 	"github.com/prometheus/common/model"
 	"golang.org/x/oauth2/google"
-	compute "google.golang.org/api/compute/v1"
+	"google.golang.org/api/compute/v1"
 	"google.golang.org/api/option"
 
 	"github.com/prometheus/prometheus/discovery"
diff --git a/discovery/kubernetes/kubernetes.go b/discovery/kubernetes/kubernetes.go
index 2d1e36d57d5..0ffedc51ed0 100644
--- a/discovery/kubernetes/kubernetes.go
+++ b/discovery/kubernetes/kubernetes.go
@@ -336,6 +336,7 @@ func New(l log.Logger, conf *SDConfig) (*Discovery, error) {
 	}
 
 	kcfg.UserAgent = userAgent
+	kcfg.ContentType = "application/vnd.kubernetes.protobuf"
 
 	c, err := kubernetes.NewForConfig(kcfg)
 	if err != nil {
diff --git a/discovery/kubernetes/service.go b/discovery/kubernetes/service.go
index 3db48ab6e74..44ebcbc1900 100644
--- a/discovery/kubernetes/service.go
+++ b/discovery/kubernetes/service.go
@@ -153,6 +153,7 @@ const (
 	servicePortNumberLabel         = metaLabelPrefix + "service_port_number"
 	servicePortProtocolLabel       = metaLabelPrefix + "service_port_protocol"
 	serviceClusterIPLabel          = metaLabelPrefix + "service_cluster_ip"
+	serviceLoadBalancerIP          = metaLabelPrefix + "service_loadbalancer_ip"
 	serviceExternalNameLabel       = metaLabelPrefix + "service_external_name"
 	serviceType                    = metaLabelPrefix + "service_type"
 )
@@ -201,6 +202,10 @@ func (s *Service) buildService(svc *apiv1.Service) *targetgroup.Group {
 			labelSet[serviceClusterIPLabel] = lv(svc.Spec.ClusterIP)
 		}
 
+		if svc.Spec.Type == apiv1.ServiceTypeLoadBalancer {
+			labelSet[serviceLoadBalancerIP] = lv(svc.Spec.LoadBalancerIP)
+		}
+
 		tg.Targets = append(tg.Targets, labelSet)
 	}
 
diff --git a/discovery/openstack/openstack.go b/discovery/openstack/openstack.go
index 2505542abe1..92c83a4cf4c 100644
--- a/discovery/openstack/openstack.go
+++ b/discovery/openstack/openstack.go
@@ -23,7 +23,7 @@ import (
 	"github.com/go-kit/log"
 	"github.com/gophercloud/gophercloud"
 	"github.com/gophercloud/gophercloud/openstack"
-	conntrack "github.com/mwitkow/go-conntrack"
+	"github.com/mwitkow/go-conntrack"
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 
diff --git a/discovery/puppetdb/puppetdb.go b/discovery/puppetdb/puppetdb.go
index 62449168e0d..f22a2e22b59 100644
--- a/discovery/puppetdb/puppetdb.go
+++ b/discovery/puppetdb/puppetdb.go
@@ -40,6 +40,7 @@ import (
 
 const (
 	pdbLabel            = model.MetaLabelPrefix + "puppetdb_"
+	pdbLabelQuery       = pdbLabel + "query"
 	pdbLabelCertname    = pdbLabel + "certname"
 	pdbLabelResource    = pdbLabel + "resource"
 	pdbLabelType        = pdbLabel + "type"
@@ -215,6 +216,7 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 
 	for _, resource := range resources {
 		labels := model.LabelSet{
+			pdbLabelQuery:       model.LabelValue(d.query),
 			pdbLabelCertname:    model.LabelValue(resource.Certname),
 			pdbLabelResource:    model.LabelValue(resource.Resource),
 			pdbLabelType:        model.LabelValue(resource.Type),
diff --git a/discovery/triton/triton.go b/discovery/triton/triton.go
index 54c67b121f6..c83f3b34abc 100644
--- a/discovery/triton/triton.go
+++ b/discovery/triton/triton.go
@@ -25,7 +25,7 @@ import (
 	"time"
 
 	"github.com/go-kit/log"
-	conntrack "github.com/mwitkow/go-conntrack"
+	"github.com/mwitkow/go-conntrack"
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 
diff --git a/docs/configuration/configuration.md b/docs/configuration/configuration.md
index 3cde64ae06a..8571c68f78b 100644
--- a/docs/configuration/configuration.md
+++ b/docs/configuration/configuration.md
@@ -99,6 +99,7 @@ remote_read:
 
 # Storage related settings that are runtime reloadable.
 storage:
+  [ tsdb: <tsdb> ]
   [ exemplars: <exemplars> ]
 
 # Configures exporting traces.
@@ -457,7 +458,7 @@ subscription_id: <string>
 # Optional client secret. Only required with authentication_method OAuth.
 [ client_secret: <secret> ]
 
-# Optional resource group name. Limits discovery to this resource group. 
+# Optional resource group name. Limits discovery to this resource group.
 [ resource_group: <string> ]
 
 # Refresh interval to re-read the instance list.
@@ -1016,6 +1017,7 @@ The following meta labels are available on targets during [relabeling](#relabel_
 * `__meta_ec2_private_ip`: the private IP address of the instance, if present
 * `__meta_ec2_public_dns_name`: the public DNS name of the instance, if available
 * `__meta_ec2_public_ip`: the public IP address of the instance, if available
+* `__meta_ec2_region`: the region of the instance
 * `__meta_ec2_subnet_id`: comma separated list of subnets IDs in which the instance is running, if available
 * `__meta_ec2_tag_<tagkey>`: each tag value of the instance
 * `__meta_ec2_vpc_id`: the ID of the VPC in which the instance is running, if available
@@ -1184,6 +1186,7 @@ The resource address is the `certname` of the resource and can be changed during
 
 The following meta labels are available on targets during [relabeling](#relabel_config):
 
+* `__meta_puppetdb_query`: the Puppet Query Language (PQL) query
 * `__meta_puppetdb_certname`: the name of the node associated with the resource
 * `__meta_puppetdb_resource`: a SHA-1 hash of the resource’s type, title, and parameters, for identification
 * `__meta_puppetdb_type`: the resource type
@@ -1502,8 +1505,8 @@ Example response body:
 ```
 
 The endpoint is queried periodically at the specified refresh interval.
-The `prometheus_sd_http_failures_total` counter metric tracks the number of 
-refresh failures. 
+The `prometheus_sd_http_failures_total` counter metric tracks the number of
+refresh failures.
 
 Each target has a meta label `__meta_url` during the
 [relabeling phase](#relabel_config). Its value is set to the
@@ -1565,7 +1568,7 @@ following meta labels are available on all targets during
 [relabeling](#relabel_config):
 
 * `__meta_ionos_server_availability_zone`: the availability zone of the server
-* `__meta_ionos_server_boot_cdrom_id`: the ID of the CD-ROM the server is booted 
+* `__meta_ionos_server_boot_cdrom_id`: the ID of the CD-ROM the server is booted
   from
 * `__meta_ionos_server_boot_image_id`: the ID of the boot image or snapshot the
   server is booted from
@@ -1678,6 +1681,7 @@ Available meta labels:
 * `__meta_kubernetes_service_annotation_<annotationname>`: Each annotation from the service object.
 * `__meta_kubernetes_service_annotationpresent_<annotationname>`: "true" for each annotation of the service object.
 * `__meta_kubernetes_service_cluster_ip`: The cluster IP address of the service. (Does not apply to services of type ExternalName)
+* `__meta_kubernetes_service_loadbalancer_ip`: The IP address of the loadbalancer. (Applies to services of type LoadBalancer)
 * `__meta_kubernetes_service_external_name`: The DNS name of the service. (Applies to services of type ExternalName)
 * `__meta_kubernetes_service_label_<labelname>`: Each label from the service object.
 * `__meta_kubernetes_service_labelpresent_<labelname>`: `true` for each label of the service object.
@@ -1704,6 +1708,7 @@ Available meta labels:
 * `__meta_kubernetes_pod_annotationpresent_<annotationname>`: `true` for each annotation from the pod object.
 * `__meta_kubernetes_pod_container_init`: `true` if the container is an [InitContainer](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/)
 * `__meta_kubernetes_pod_container_name`: Name of the container the target address points to.
+* `__meta_kubernetes_pod_container_image`: The image the container is using.
 * `__meta_kubernetes_pod_container_port_name`: Name of the container port.
 * `__meta_kubernetes_pod_container_port_number`: Number of the container port.
 * `__meta_kubernetes_pod_container_port_protocol`: Protocol of the container port.
@@ -1866,8 +1871,8 @@ namespaces:
 
 # Optional metadata to attach to discovered targets. If omitted, no additional metadata is attached.
 attach_metadata:
-# Attaches node metadata to discovered targets. Valid for roles: pod, endpoints, endpointslice. 
-# When set to true, Prometheus must have permissions to get Nodes. 
+# Attaches node metadata to discovered targets. Valid for roles: pod, endpoints, endpointslice.
+# When set to true, Prometheus must have permissions to get Nodes.
   [ node: <boolean> | default = false ]
 ```
 
@@ -1965,6 +1970,7 @@ The following meta labels are available on targets during [relabeling](#relabel_
 * `__meta_lightsail_ipv6_addresses`: comma separated list of IPv6 addresses assigned to the instance's network interfaces, if present
 * `__meta_lightsail_private_ip`: the private IP address of the instance
 * `__meta_lightsail_public_ip`: the public IP address of the instance, if available
+* `__meta_lightsail_region`: the region of the instance
 * `__meta_lightsail_tag_<tagkey>`: each tag value of the instance
 
 See below for the configuration options for Lightsail discovery:
@@ -2989,38 +2995,6 @@ relabel_configs:
   [ - <relabel_config> ... ]
 ```
 
-### `<tracing_config>`
-
-`tracing_config` configures exporting traces from Prometheus to a tracing backend via the OTLP protocol. Tracing is currently an **experimental** feature and could change in the future.
-
-```yaml
-# Client used to export the traces. Options are 'http' or 'grpc'.
-[ client_type: <string> | default = grpc ]
-
-# Endpoint to send the traces to. Should be provided in format <host>:<port>.
-[ endpoint: <string> ]
-
-# Sets the probability a given trace will be sampled. Must be a float from 0 through 1.
-[ sampling_fraction: <float> | default = 0 ]
-
-# If disabled, the client will use a secure connection.
-[ insecure: <boolean> | default = false ]
-
-# Key-value pairs to be used as headers associated with gRPC or HTTP requests.
-headers:
-  [ <string>: <string> ... ]
-
-# Compression key for supported compression types. Supported compression: gzip.
-[ compression: <string> ]
-
-# Maximum time the exporter will wait for each batch export.
-[ timeout: <duration> | default = 10s ]
-
-# TLS configuration.
-tls_config:
-  [ <tls_config> ]
-```
-
 ### `<remote_write>`
 
 `write_relabel_configs` is relabeling applied to samples before sending them
@@ -3225,6 +3199,25 @@ There is a list of
 [integrations](https://prometheus.io/docs/operating/integrations/#remote-endpoints-and-storage)
 with this feature.
 
+### `<tsdb>`
+
+`tsdb` lets you configure the runtime-reloadable configuration settings of the TSDB.
+
+NOTE: Out-of-order ingestion is an experimental feature, but you do not need any additional flag to enable it. Setting `out_of_order_time_window` to a positive duration enables it.
+
+```yaml
+# Configures how old an out-of-order/out-of-bounds sample can be w.r.t. the TSDB max time.
+# An out-of-order/out-of-bounds sample is ingested into the TSDB as long as the timestamp
+# of the sample is >= TSDB.MaxTime-out_of_order_time_window.
+#
+# When out_of_order_time_window is >0, the errors out-of-order and out-of-bounds are
+# combined into a single error called 'too-old'; a sample is either (a) ingestible
+# into the TSDB, i.e. it is an in-order sample or an out-of-order/out-of-bounds sample
+# that is within the out-of-order window, or (b) too-old, i.e. not in-order
+# and before the out-of-order window.
+[ out_of_order_time_window: <duration> | default = 0s ]
+```
+
 ### `<exemplars>`
 
 Note that exemplar storage is still considered experimental and must be enabled via `--enable-feature=exemplar-storage`.
@@ -3233,3 +3226,35 @@ Note that exemplar storage is still considered experimental and must be enabled
 # Configures the maximum size of the circular buffer used to store exemplars for all series. Resizable during runtime.
 [ max_exemplars: <int> | default = 100000 ]
 ```
+
+### `<tracing_config>`
+
+`tracing_config` configures exporting traces from Prometheus to a tracing backend via the OTLP protocol. Tracing is currently an **experimental** feature and could change in the future.
+
+```yaml
+# Client used to export the traces. Options are 'http' or 'grpc'.
+[ client_type: <string> | default = grpc ]
+
+# Endpoint to send the traces to. Should be provided in format <host>:<port>.
+[ endpoint: <string> ]
+
+# Sets the probability a given trace will be sampled. Must be a float from 0 through 1.
+[ sampling_fraction: <float> | default = 0 ]
+
+# If disabled, the client will use a secure connection.
+[ insecure: <boolean> | default = false ]
+
+# Key-value pairs to be used as headers associated with gRPC or HTTP requests.
+headers:
+  [ <string>: <string> ... ]
+
+# Compression key for supported compression types. Supported compression: gzip.
+[ compression: <string> ]
+
+# Maximum time the exporter will wait for each batch export.
+[ timeout: <duration> | default = 10s ]
+
+# TLS configuration.
+tls_config:
+  [ <tls_config> ]
+```
diff --git a/docs/management_api.md b/docs/management_api.md
index 4bdfddcd061..0b496cbaa7a 100644
--- a/docs/management_api.md
+++ b/docs/management_api.md
@@ -12,6 +12,7 @@ Prometheus provides a set of management APIs to facilitate automation and integr
 
 ```
 GET /-/healthy
+HEAD /-/healthy
 ```
 
 This endpoint always returns 200 and should be used to check Prometheus health.
@@ -21,6 +22,7 @@ This endpoint always returns 200 and should be used to check Prometheus health.
 
 ```
 GET /-/ready
+HEAD /-/ready
 ```
 
 This endpoint returns 200 when Prometheus is ready to serve traffic (i.e. respond to queries).
diff --git a/docs/querying/api.md b/docs/querying/api.md
index 5d6024e5115..8c3eb9d244a 100644
--- a/docs/querying/api.md
+++ b/docs/querying/api.md
@@ -779,7 +779,7 @@ curl -G http://localhost:9091/api/v1/targets/metadata \
 
 ## Querying metric metadata
 
-It returns metadata about metrics currently scrapped from targets. However, it does not provide any target information.
+It returns metadata about metrics currently scraped from targets. However, it does not provide any target information.
 This is considered **experimental** and might change in the future.
 
 ```
diff --git a/docs/querying/functions.md b/docs/querying/functions.md
index 00f36a64a29..33805684e1c 100644
--- a/docs/querying/functions.md
+++ b/docs/querying/functions.md
@@ -136,6 +136,8 @@ delta(cpu_temp_celsius{host="zeus"}[2h])
 
 `deriv(v range-vector)` calculates the per-second derivative of the time series in a range
 vector `v`, using [simple linear regression](https://en.wikipedia.org/wiki/Simple_linear_regression).
+The range vector must have at least two samples in order to perform the calculation. When `+Inf` or 
+`-Inf` are found in the range vector, the slope and offset value calculated will be `NaN`.
 
 `deriv` should only be used with gauges.
 
@@ -362,6 +364,9 @@ January etc.
 `predict_linear(v range-vector, t scalar)` predicts the value of time series
 `t` seconds from now, based on the range vector `v`, using [simple linear
 regression](https://en.wikipedia.org/wiki/Simple_linear_regression).
+The range vector must have at least two samples in order to perform the 
+calculation. When `+Inf` or `-Inf` are found in the range vector, 
+the slope and offset value calculated will be `NaN`.
 
 `predict_linear` should only be used with gauges.
 
diff --git a/docs/querying/remote_read_api.md b/docs/querying/remote_read_api.md
new file mode 100644
index 00000000000..aae8e5d1b08
--- /dev/null
+++ b/docs/querying/remote_read_api.md
@@ -0,0 +1,87 @@
+---
+title: Remote Read API
+sort_rank: 7
+---
+
+# Remote Read API
+
+This is not currently considered par of the stable API and is subject to change
+even between non-major version releases of Prometheus.
+
+## Format overview
+
+The API response format is JSON. Every successful API request returns a `2xx`
+status code.
+
+Invalid requests that reach the API handlers return a JSON error object
+and one of the following HTTP response codes:
+
+- `400 Bad Request` when parameters are missing or incorrect.
+- `422 Unprocessable Entity` when an expression can't be executed
+  ([RFC4918](https://tools.ietf.org/html/rfc4918#page-78)).
+- `503 Service Unavailable` when queries time out or abort.
+
+Other non-`2xx` codes may be returned for errors occurring before the API
+endpoint is reached.
+
+An array of warnings may be returned if there are errors that do
+not inhibit the request execution. All of the data that was successfully
+collected will be returned in the data field.
+
+The JSON response envelope format is as follows:
+
+```
+{
+  "status": "success" | "error",
+  "data": <data>,
+
+  // Only set if status is "error". The data field may still hold
+  // additional data.
+  "errorType": "<string>",
+  "error": "<string>",
+
+  // Only if there were warnings while executing the request.
+  // There will still be data in the data field.
+  "warnings": ["<string>"]
+}
+```
+
+Generic placeholders are defined as follows:
+
+* `<rfc3339 | unix_timestamp>`: Input timestamps may be provided either in
+[RFC3339](https://www.ietf.org/rfc/rfc3339.txt) format or as a Unix timestamp
+in seconds, with optional decimal places for sub-second precision. Output
+timestamps are always represented as Unix timestamps in seconds.
+* `<series_selector>`: Prometheus [time series
+selectors](basics.md#time-series-selectors) like `http_requests_total` or
+`http_requests_total{method=~"(GET|POST)"}` and need to be URL-encoded.
+* `<duration>`: [Prometheus duration strings](basics.md#time_durations).
+For example, `5m` refers to a duration of 5 minutes.
+* `<bool>`: boolean values (strings `true` and `false`).
+
+Note: Names of query parameters that may be repeated end with `[]`.
+
+## Remote Read API
+
+This API provides data read functionality from Prometheus. This interface expects [snappy](https://github.com/google/snappy) compression.
+The API definition is located [here](https://github.com/prometheus/prometheus/blob/master/prompb/remote.proto).
+/// Can you clarify what you mean by this?
+/// https://github.com/prometheus/prometheus/pull/7266#discussion_r426456791 Can we talk a little bit how negotiation works of sampled vs streamed ?
+
+Request are made to the following endpoint.
+```
+/api/v1/read
+```
+
+### Samples
+/// Does it return a message that includes a list, or does it return a list of raw samples?
+
+This returns a message that includes a list of raw samples.
+
+### Streamed Chunks
+/// This is a little much detail, the relevant point is they're the internal implementation of the chunks.
+
+These streamed chunks utilize an XOR algorithm inspired by the [Gorilla](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf)
+compression to encode the chunks. However, it provides resolution to the millisecond instead of to the second.
+
+
diff --git a/docs/storage.md b/docs/storage.md
index b2abe4acaef..bcb8f7853e9 100644
--- a/docs/storage.md
+++ b/docs/storage.md
@@ -155,7 +155,7 @@ Backfilling can be used via the Promtool command line. Promtool will write the b
 promtool tsdb create-blocks-from openmetrics <input file> [<output directory>]
 ```
 
-After the creation of the blocks, move it to the data directory of Prometheus. If there is an overlap with the existing blocks in Prometheus, the flag `--storage.tsdb.allow-overlapping-blocks` needs to be set. Note that any backfilled data is subject to the retention configured for your Prometheus server (by time or size).
+After the creation of the blocks, move it to the data directory of Prometheus. If there is an overlap with the existing blocks in Prometheus, the flag `--storage.tsdb.allow-overlapping-blocks` needs to be set for Prometheus versions v2.38 and below. Note that any backfilled data is subject to the retention configured for your Prometheus server (by time or size).
 
 #### Longer Block Durations
 
@@ -189,7 +189,7 @@ $ promtool tsdb create-blocks-from rules \
 
 The recording rule files provided should be a normal [Prometheus rules file](https://prometheus.io/docs/prometheus/latest/configuration/recording_rules/).
 
-The output of `promtool tsdb create-blocks-from rules` command is a directory that contains blocks with the historical rule data for all rules in the recording rule files. By default the output directory is `data/`. In order to make use of this new block data, the blocks must be moved to a running Prometheus instance data dir `storage.tsdb.path` that has the flag `--storage.tsdb.allow-overlapping-blocks` enabled. Once moved, the new blocks will merge with existing blocks when the next compaction runs.
+The output of `promtool tsdb create-blocks-from rules` command is a directory that contains blocks with the historical rule data for all rules in the recording rule files. By default, the output directory is `data/`. In order to make use of this new block data, the blocks must be moved to a running Prometheus instance data dir `storage.tsdb.path` (for Prometheus versions v2.38 and below, the flag `--storage.tsdb.allow-overlapping-blocks` must be enabled). Once moved, the new blocks will merge with existing blocks when the next compaction runs.
 
 ### Limitations
 
diff --git a/documentation/examples/remote_storage/go.mod b/documentation/examples/remote_storage/go.mod
index 67c5f7c7468..93d8ff76066 100644
--- a/documentation/examples/remote_storage/go.mod
+++ b/documentation/examples/remote_storage/go.mod
@@ -1,13 +1,13 @@
 module github.com/prometheus/prometheus/documentation/examples/remote_storage
 
-go 1.17
+go 1.18
 
 require (
 	github.com/go-kit/log v0.2.1
 	github.com/gogo/protobuf v1.3.2
 	github.com/golang/snappy v0.0.4
-	github.com/influxdata/influxdb v1.9.8
-	github.com/prometheus/client_golang v1.12.2
+	github.com/influxdata/influxdb v1.10.0
+	github.com/prometheus/client_golang v1.13.0
 	github.com/prometheus/common v0.37.0
 	github.com/stretchr/testify v1.8.0
 	gopkg.in/alecthomas/kingpin.v2 v2.2.6
@@ -16,7 +16,7 @@ require (
 require (
 	github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751 // indirect
 	github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
-	github.com/aws/aws-sdk-go v1.44.47 // indirect
+	github.com/aws/aws-sdk-go v1.44.72 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cespare/xxhash/v2 v2.1.2 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
@@ -36,26 +36,26 @@ require (
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/prometheus/client_model v0.2.0 // indirect
 	github.com/prometheus/common/sigv4 v0.1.0 // indirect
-	github.com/prometheus/procfs v0.7.3 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.32.0 // indirect
-	go.opentelemetry.io/otel v1.7.0 // indirect
-	go.opentelemetry.io/otel/metric v0.30.0 // indirect
-	go.opentelemetry.io/otel/trace v1.7.0 // indirect
+	github.com/prometheus/procfs v0.8.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.34.0 // indirect
+	go.opentelemetry.io/otel v1.9.0 // indirect
+	go.opentelemetry.io/otel/metric v0.31.0 // indirect
+	go.opentelemetry.io/otel/trace v1.9.0 // indirect
 	go.uber.org/atomic v1.9.0 // indirect
 	go.uber.org/goleak v1.1.12 // indirect
-	golang.org/x/net v0.0.0-20220624214902-1bab6f366d9e // indirect
-	golang.org/x/sys v0.0.0-20220627191245-f75cf1eec38b // indirect
+	golang.org/x/net v0.0.0-20220809184613-07c6da5e1ced // indirect
+	golang.org/x/sys v0.0.0-20220808155132-1c4a2a72c664 // indirect
 	golang.org/x/text v0.3.7 // indirect
-	golang.org/x/time v0.0.0-20220609170525-579cf78fd858 // indirect
+	golang.org/x/time v0.0.0-20220722155302-e5dcc9cfc0b9 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/protobuf v1.28.0 // indirect
+	google.golang.org/protobuf v1.28.1 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
 
 require (
-	github.com/prometheus/prometheus v0.37.0-rc.0.0.20220714131312-08f3ddb86469
-	golang.org/x/oauth2 v0.0.0-20220630143837-2104d58473e0 // indirect
+	github.com/prometheus/prometheus v0.37.1-0.20221011120840-430bdc9dd099
+	golang.org/x/oauth2 v0.0.0-20220808172628-8227340efae7 // indirect
 )
 
 exclude (
diff --git a/documentation/examples/remote_storage/go.sum b/documentation/examples/remote_storage/go.sum
index b5f14b8b718..ad06b1a7735 100644
--- a/documentation/examples/remote_storage/go.sum
+++ b/documentation/examples/remote_storage/go.sum
@@ -1,138 +1,16 @@
-cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
-cloud.google.com/go v0.43.0/go.mod h1:BOSR3VbTLkk6FDC/TcffxP4NF/FFBGA5ku+jvKOP7pg=
-cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
-cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
-cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
-cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
-cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
-cloud.google.com/go v0.51.0/go.mod h1:hWtGJ6gnXH+KgDv+V0zFGDvpi07n3z8ZNj3T1RW0Gcw=
-cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4=
-cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
-cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc=
-cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk=
-cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs=
-cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI=
-cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk=
-cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg=
-cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8=
-cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0=
-cloud.google.com/go v0.83.0/go.mod h1:Z7MJUsANfY0pYPdw0lbnivPx4/vhy/e2FEkSkF7vAVY=
-cloud.google.com/go v0.84.0/go.mod h1:RazrYuxIK6Kb7YrzzhPoLmCVzl7Sup4NrbKPg8KHSUM=
-cloud.google.com/go v0.87.0/go.mod h1:TpDYlFy7vuLzZMMZ+B6iRiELaY7z/gJPaqbMx6mlWcY=
-cloud.google.com/go v0.90.0/go.mod h1:kRX0mNRHe0e2rC6oNakvwQqzyDmg57xJ+SZU1eT2aDQ=
-cloud.google.com/go v0.93.3/go.mod h1:8utlLll2EF5XMAV15woO4lSbWQlk8rer9aLOfLh7+YI=
-cloud.google.com/go v0.94.1/go.mod h1:qAlAugsXlC+JWO+Bke5vCtc9ONxjQT3drlTTnAplMW4=
-cloud.google.com/go v0.97.0/go.mod h1:GF7l59pYBVlXQIBLx3a761cZ41F9bBH3JUlihCt2Udc=
-cloud.google.com/go v0.99.0/go.mod h1:w0Xx2nLzqWJPuozYQX+hFfCSI8WioryfRDzkoI/Y2ZA=
-cloud.google.com/go v0.100.2/go.mod h1:4Xra9TjzAeYHrl5+oeLlzbM2k3mjVhZh4UqTZ//w99A=
-cloud.google.com/go v0.102.0 h1:DAq3r8y4mDgyB/ZPJ9v/5VJNqjgJAxTn6ZYLlUywOu8=
-cloud.google.com/go v0.102.0/go.mod h1:oWcCzKlqJ5zgHQt9YsaeTY9KzIvjyy0ArmiBUgpQ+nc=
-cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o=
-cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE=
-cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc=
-cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg=
-cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc=
-cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ=
-cloud.google.com/go/bigtable v1.2.0/go.mod h1:JcVAOl45lrTmQfLj7T6TxyMzIN/3FGGcFm+2xVAli2o=
-cloud.google.com/go/bigtable v1.10.1/go.mod h1:cyHeKlx6dcZCO0oSQucYdauseD8kIENGuDOJPKMCVg8=
-cloud.google.com/go/compute v0.1.0/go.mod h1:GAesmwr110a34z04OlxYkATPBEfVhkymfTBXtfbBFow=
-cloud.google.com/go/compute v1.3.0/go.mod h1:cCZiE1NHEtai4wiufUhW8I8S1JKkAnhnQJWM7YD99wM=
-cloud.google.com/go/compute v1.5.0/go.mod h1:9SMHyhJlzhlkJqrPAc839t2BZFTSk6Jdj6mkzQJeu0M=
-cloud.google.com/go/compute v1.6.0/go.mod h1:T29tfhtVbq1wvAPo0E3+7vhgmkOYeXjhFvz/FMzPu0s=
-cloud.google.com/go/compute v1.6.1/go.mod h1:g85FgpzFvNULZ+S8AYq87axRKuf2Kh7deLqV/jJ3thU=
 cloud.google.com/go/compute v1.7.0 h1:v/k9Eueb8aAJ0vZuxKMrgm6kPhCLZU9HxFU+AFDs9Uk=
-cloud.google.com/go/compute v1.7.0/go.mod h1:435lt8av5oL9P3fv1OEzSbSUe+ybHXGMPQHHZWZxy9U=
-cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE=
-cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk=
-cloud.google.com/go/iam v0.3.0/go.mod h1:XzJPvDayI+9zsASAFO68Hk07u3z+f+JrT2xXNdp4bnY=
-cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I=
-cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw=
-cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA=
-cloud.google.com/go/pubsub v1.3.1/go.mod h1:i+ucay31+CNRpDW4Lu78I4xXG+O1r/MAHgjpRVR+TSU=
-cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw=
-cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos=
-cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk=
-cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs=
-cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
-cloud.google.com/go/storage v1.22.1/go.mod h1:S8N1cAStu7BOeFfE8KAQzmyyLkK8p/vmRq6kuBTW58Y=
-collectd.org v0.3.0/go.mod h1:A/8DzQBkF6abtvrT2j/AU/4tiBgJWYyh0y/oB/4MlWE=
-dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
-dmitri.shuralyov.com/gpu/mtl v0.0.0-20201218220906-28db891af037/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
-gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zumjgTw83q2ge/PI+yyw8=
-github.com/Azure/azure-pipeline-go v0.2.3/go.mod h1:x841ezTBIMG6O3lAcl8ATHnsOPVl2bqk7S3ta6S6u4k=
-github.com/Azure/azure-sdk-for-go v41.3.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc=
 github.com/Azure/azure-sdk-for-go v65.0.0+incompatible h1:HzKLt3kIwMm4KeJYTdx9EbjRYTySD/t8i1Ee/W5EGXw=
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 gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
-gopkg.in/yaml.v2 v2.2.7/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
 gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.0-20200605160147-a5ece683394c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk=
-gotest.tools/v3 v3.0.3/go.mod h1:Z7Lb0S5l+klDB31fvDQX8ss/FlKDxtlFlw3Oa8Ymbl8=
-honnef.co/go/tools v0.0.0-20180728063816-88497007e858/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
-honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-honnef.co/go/tools v0.1.3/go.mod h1:NgwopIslSNH47DimFoV78dnkksY2EFtX0ajyb3K/las=
-honnef.co/go/tools v0.2.0/go.mod h1:lPVVZ2BS5TfnjLyizF7o7hv7j9/L+8cZY2hLyjP9cGY=
-k8s.io/api v0.17.5/go.mod h1:0zV5/ungglgy2Rlm3QK8fbxkXVs+BSJWpJP/+8gUVLY=
-k8s.io/api v0.24.2 h1:g518dPU/L7VRLxWfcadQn2OnsiGWVOadTLpdnqgY2OI=
-k8s.io/api v0.24.2/go.mod h1:AHqbSkTm6YrQ0ObxjO3Pmp/ubFF/KuM7jU+3khoBsOg=
-k8s.io/apimachinery v0.17.5/go.mod h1:ioIo1G/a+uONV7Tv+ZmCbMG1/a3kVw5YcDdncd8ugQ0=
-k8s.io/apimachinery v0.24.2 h1:5QlH9SL2C8KMcrNJPor+LbXVTaZRReml7svPEh4OKDM=
-k8s.io/apimachinery v0.24.2/go.mod h1:82Bi4sCzVBdpYjyI4jY6aHX+YCUchUIrZrXKedjd2UM=
-k8s.io/client-go v0.17.5/go.mod h1:S8uZpBpjJJdEH/fEyxcqg7Rn0P5jH+ilkgBHjriSmNo=
-k8s.io/client-go v0.24.2 h1:CoXFSf8if+bLEbinDqN9ePIDGzcLtqhfd6jpfnwGOFA=
-k8s.io/client-go v0.24.2/go.mod h1:zg4Xaoo+umDsfCWr4fCnmLEtQXyCNXCvJuSsglNcV30=
-k8s.io/gengo v0.0.0-20190128074634-0689ccc1d7d6/go.mod h1:ezvh/TsK7cY6rbqRK0oQQ8IAqLxYwwyPxAX1Pzy0ii0=
-k8s.io/gengo v0.0.0-20210813121822-485abfe95c7c/go.mod h1:FiNAH4ZV3gBg2Kwh89tzAEV2be7d5xI0vBa/VySYy3E=
-k8s.io/klog v0.0.0-20181102134211-b9b56d5dfc92/go.mod h1:Gq+BEi5rUBO/HRz0bTSXDUcqjScdoY3a9IHpCEIOOfk=
-k8s.io/klog v0.3.0/go.mod h1:Gq+BEi5rUBO/HRz0bTSXDUcqjScdoY3a9IHpCEIOOfk=
+k8s.io/api v0.24.3 h1:tt55QEmKd6L2k5DP6G/ZzdMQKvG5ro4H4teClqm0sTY=
+k8s.io/apimachinery v0.24.3 h1:hrFiNSA2cBZqllakVYyH/VyEh4B581bQRmqATJSeQTg=
+k8s.io/client-go v0.24.3 h1:Nl1840+6p4JqkFWEW2LnMKU667BUxw03REfLAVhuKQY=
 k8s.io/klog v1.0.0 h1:Pt+yjF5aB1xDSVbau4VsWe+dQNzA0qv1LlXdC2dF6Q8=
-k8s.io/klog v1.0.0/go.mod h1:4Bi6QPql/J/LkTDqv7R/cd3hPo4k2DG6Ptcz060Ez5I=
-k8s.io/klog/v2 v2.0.0/go.mod h1:PBfzABfn139FHAV07az/IF9Wp1bkk3vpT2XSJ76fSDE=
-k8s.io/klog/v2 v2.2.0/go.mod h1:Od+F08eJP+W3HUb4pSrPpgp9DGU4GzlpG/TmITuYh/Y=
-k8s.io/klog/v2 v2.60.1/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
 k8s.io/klog/v2 v2.70.0 h1:GMmmjoFOrNepPN0ZeGCzvD2Gh5IKRwdFx8W5PBxVTQU=
-k8s.io/klog/v2 v2.70.0/go.mod h1:y1WjHnz7Dj687irZUWR/WLkLc5N1YHtjLdmgWjndZn0=
-k8s.io/kube-openapi v0.0.0-20200316234421-82d701f24f9d/go.mod h1:F+5wygcW0wmRTnM3cOgIqGivxkwSWIWT5YdsDbeAOaU=
 k8s.io/kube-openapi v0.0.0-20220328201542-3ee0da9b0b42 h1:Gii5eqf+GmIEwGNKQYQClCayuJCe2/4fZUvF7VG99sU=
-k8s.io/kube-openapi v0.0.0-20220328201542-3ee0da9b0b42/go.mod h1:Z/45zLw8lUo4wdiUkI+v/ImEGAvu3WatcZl3lPMR4Rk=
-k8s.io/utils v0.0.0-20191114184206-e782cd3c129f/go.mod h1:sZAwmy6armz5eXlNoLmJcl4F1QuKu7sr+mFQ0byX7Ew=
-k8s.io/utils v0.0.0-20200414100711-2df71ebbae66/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
-k8s.io/utils v0.0.0-20210802155522-efc7438f0176/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
 k8s.io/utils v0.0.0-20220210201930-3a6ce19ff2f9 h1:HNSDgDCrr/6Ly3WEGKZftiE7IY19Vz2GdbOCyI4qqhc=
-k8s.io/utils v0.0.0-20220210201930-3a6ce19ff2f9/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
-rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
-rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
-rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
-rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
 sigs.k8s.io/json v0.0.0-20211208200746-9f7c6b3444d2 h1:kDi4JBNAsJWfz1aEXhO8Jg87JJaPNLh5tIzYHgStQ9Y=
-sigs.k8s.io/json v0.0.0-20211208200746-9f7c6b3444d2/go.mod h1:B+TnT182UBxE84DiCz4CVE26eOSDAeYCpfDnC2kdKMY=
-sigs.k8s.io/structured-merge-diff/v2 v2.0.1/go.mod h1:Wb7vfKAodbKgf6tn1Kl0VvGj7mRH6DGaRcixXEJXTsE=
-sigs.k8s.io/structured-merge-diff/v4 v4.0.2/go.mod h1:bJZC9H9iH24zzfZ/41RGcq60oK1F7G282QMXDPYydCw=
 sigs.k8s.io/structured-merge-diff/v4 v4.2.1 h1:bKCqE9GvQ5tiVHn5rfn1r+yao3aLQEaLzkkmAkf+A6Y=
-sigs.k8s.io/structured-merge-diff/v4 v4.2.1/go.mod h1:j/nl6xW8vLS49O8YvXW1ocPhZawJtm+Yrr7PPRQ0Vg4=
-sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o=
-sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
-sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
-sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0/go.mod h1:hI742Nqp5OhwiqlzhgfbWU4mW4yO10fP+LoT9WOswdU=
diff --git a/documentation/examples/remote_storage/remote_storage_adapter/graphite/escape.go b/documentation/examples/remote_storage/remote_storage_adapter/graphite/escape.go
index 5f7b64be410..c896e1bd823 100644
--- a/documentation/examples/remote_storage/remote_storage_adapter/graphite/escape.go
+++ b/documentation/examples/remote_storage/remote_storage_adapter/graphite/escape.go
@@ -47,21 +47,21 @@ const (
 // byte sequence found in this TagValue in way very similar to the traditional
 // percent-encoding (https://en.wikipedia.org/wiki/Percent-encoding):
 //
-// - The string that underlies TagValue is scanned byte by byte.
+//   - The string that underlies TagValue is scanned byte by byte.
 //
-// - If a byte represents a legal Graphite rune with the exception of '%', '/',
-//   '=' and '.', that byte is directly copied to the resulting byte slice.
-//   % is used for percent-encoding of other bytes.
-//   / is not usable in filenames.
-//   = is used when generating the path to associate values to labels.
-//   . already means something for Graphite and thus can't be used in a value.
+//   - If a byte represents a legal Graphite rune with the exception of '%', '/',
+//     '=' and '.', that byte is directly copied to the resulting byte slice.
+//     % is used for percent-encoding of other bytes.
+//     / is not usable in filenames.
+//     = is used when generating the path to associate values to labels.
+//     . already means something for Graphite and thus can't be used in a value.
 //
-// - If the byte is any of (){},=.'"\, then a '\' will be prepended to it. We
-//   do not percent-encode them since they are explicitly usable in this
-//   way in Graphite.
+//   - If the byte is any of (){},=.'"\, then a '\' will be prepended to it. We
+//     do not percent-encode them since they are explicitly usable in this
+//     way in Graphite.
 //
-// - All other bytes are replaced by '%' followed by two bytes containing the
-//   uppercase ASCII representation of their hexadecimal value.
+//   - All other bytes are replaced by '%' followed by two bytes containing the
+//     uppercase ASCII representation of their hexadecimal value.
 //
 // This encoding allows to save arbitrary Go strings in Graphite. That's
 // required because Prometheus label values can contain anything. Using
diff --git a/documentation/prometheus-mixin/config.libsonnet b/documentation/prometheus-mixin/config.libsonnet
index 6b96a31429e..ab9079a5e3d 100644
--- a/documentation/prometheus-mixin/config.libsonnet
+++ b/documentation/prometheus-mixin/config.libsonnet
@@ -21,7 +21,7 @@
     // If you run Prometheus on Kubernetes with the Prometheus
     // Operator, you can make use of the configured target labels for
     // nicer naming:
-    // prometheusNameTemplate: '{{$labels.namespace}}/{{$labels.pod}}'
+    // prometheusName: '{{$labels.namespace}}/{{$labels.pod}}'
 
     // prometheusHAGroupName is inserted into annotations to name an
     // HA group. All labels used here must also be present in
diff --git a/go.mod b/go.mod
index 61f8afc7f83..dc13caeb228 100644
--- a/go.mod
+++ b/go.mod
@@ -7,15 +7,15 @@ require (
 	github.com/Azure/go-autorest/autorest v0.11.28
 	github.com/Azure/go-autorest/autorest/adal v0.9.21
 	github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137
-	github.com/aws/aws-sdk-go v1.44.67
+	github.com/aws/aws-sdk-go v1.44.109
 	github.com/cespare/xxhash/v2 v2.1.2
 	github.com/dennwc/varint v1.0.0
 	github.com/dgryski/go-sip13 v0.0.0-20200911182023-62edffca9245
-	github.com/digitalocean/godo v1.82.0
-	github.com/docker/docker v20.10.17+incompatible
+	github.com/digitalocean/godo v1.84.1
+	github.com/docker/docker v20.10.18+incompatible
 	github.com/edsrzf/mmap-go v1.1.0
 	github.com/envoyproxy/go-control-plane v0.10.3
-	github.com/envoyproxy/protoc-gen-validate v0.6.7
+	github.com/envoyproxy/protoc-gen-validate v0.6.8
 	github.com/fsnotify/fsnotify v1.5.4
 	github.com/go-kit/log v0.2.1
 	github.com/go-logfmt/logfmt v0.5.1
@@ -23,17 +23,17 @@ require (
 	github.com/go-zookeeper/zk v1.0.3
 	github.com/gogo/protobuf v1.3.2
 	github.com/golang/snappy v0.0.4
-	github.com/google/pprof v0.0.0-20220608213341-c488b8fa1db3
-	github.com/gophercloud/gophercloud v0.25.0
+	github.com/google/pprof v0.0.0-20220829040838-70bd9ae97f40
+	github.com/gophercloud/gophercloud v1.0.0
 	github.com/grafana/regexp v0.0.0-20220304095617-2e8d9baf4ac2
 	github.com/grpc-ecosystem/grpc-gateway v1.16.0
-	github.com/hashicorp/consul/api v1.13.1
-	github.com/hashicorp/nomad/api v0.0.0-20220629141207-c2428e1673ec
-	github.com/hetznercloud/hcloud-go v1.35.2
-	github.com/ionos-cloud/sdk-go/v6 v6.1.2
+	github.com/hashicorp/consul/api v1.15.2
+	github.com/hashicorp/nomad/api v0.0.0-20220921012004-ddeeb1040edf
+	github.com/hetznercloud/hcloud-go v1.35.3
+	github.com/ionos-cloud/sdk-go/v6 v6.1.3
 	github.com/json-iterator/go v1.1.12
-	github.com/kolo/xmlrpc v0.0.0-20201022064351-38db28db192b
-	github.com/linode/linodego v1.8.0
+	github.com/kolo/xmlrpc v0.0.0-20220919000247-3377102c83bd
+	github.com/linode/linodego v1.9.3
 	github.com/miekg/dns v1.1.50
 	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f
 	github.com/oklog/run v1.1.0
@@ -50,34 +50,34 @@ require (
 	github.com/shurcooL/httpfs v0.0.0-20190707220628-8d4bc4ba7749
 	github.com/stretchr/testify v1.8.0
 	github.com/vultr/govultr/v2 v2.17.2
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.34.0
-	go.opentelemetry.io/otel v1.9.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.9.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.9.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.9.0
-	go.opentelemetry.io/otel/sdk v1.9.0
-	go.opentelemetry.io/otel/trace v1.9.0
-	go.uber.org/atomic v1.9.0
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.36.0
+	go.opentelemetry.io/otel v1.10.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.10.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.10.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.10.0
+	go.opentelemetry.io/otel/sdk v1.10.0
+	go.opentelemetry.io/otel/trace v1.10.0
+	go.uber.org/atomic v1.10.0
 	go.uber.org/automaxprocs v1.5.1
-	go.uber.org/goleak v1.1.12
-	golang.org/x/net v0.0.0-20220802222814-0bcc04d9c69b
-	golang.org/x/oauth2 v0.0.0-20220722155238-128564f6959c
-	golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4
-	golang.org/x/sys v0.0.0-20220731174439-a90be440212d
-	golang.org/x/time v0.0.0-20220609170525-579cf78fd858
-	golang.org/x/tools v0.1.13-0.20220908144252-ce397412b6a4
-	google.golang.org/api v0.91.0
-	google.golang.org/genproto v0.0.0-20220802133213-ce4fa296bf78
-	google.golang.org/grpc v1.48.0
+	go.uber.org/goleak v1.2.0
+	golang.org/x/net v0.0.0-20220920203100-d0c6ba3f52d9
+	golang.org/x/oauth2 v0.0.0-20220909003341-f21342109be1
+	golang.org/x/sync v0.0.0-20220907140024-f12130a52804
+	golang.org/x/sys v0.0.0-20220919091848-fb04ddd9f9c8
+	golang.org/x/time v0.0.0-20220920022843-2ce7c2934d45
+	golang.org/x/tools v0.1.12
+	google.golang.org/api v0.96.0
+	google.golang.org/genproto v0.0.0-20220920201722-2b89144ce006
+	google.golang.org/grpc v1.49.0
 	google.golang.org/protobuf v1.28.1
 	gopkg.in/alecthomas/kingpin.v2 v2.2.6
 	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1
-	k8s.io/api v0.24.3
-	k8s.io/apimachinery v0.24.3
-	k8s.io/client-go v0.24.3
+	k8s.io/api v0.25.2
+	k8s.io/apimachinery v0.25.2
+	k8s.io/client-go v0.25.2
 	k8s.io/klog v1.0.0
-	k8s.io/klog/v2 v2.70.0
+	k8s.io/klog/v2 v2.80.0
 )
 
 require (
@@ -92,7 +92,7 @@ require (
 	github.com/PuerkitoBio/purell v1.1.1 // indirect
 	github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578 // indirect
 	github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751 // indirect
-	github.com/armon/go-metrics v0.3.3 // indirect
+	github.com/armon/go-metrics v0.3.10 // indirect
 	github.com/asaskevich/govalidator v0.0.0-20210307081110-f21760c49a8d // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cenkalti/backoff/v4 v4.1.3 // indirect
@@ -101,7 +101,7 @@ require (
 	github.com/docker/distribution v2.7.1+incompatible // indirect
 	github.com/docker/go-connections v0.4.0 // indirect
 	github.com/docker/go-units v0.4.0 // indirect
-	github.com/emicklei/go-restful v2.16.0+incompatible // indirect
+	github.com/emicklei/go-restful/v3 v3.8.0 // indirect
 	github.com/evanphx/json-patch v4.12.0+incompatible // indirect
 	github.com/fatih/color v1.13.0 // indirect
 	github.com/felixge/httpsnoop v1.0.3 // indirect
@@ -129,17 +129,16 @@ require (
 	github.com/google/uuid v1.3.0 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.1.0 // indirect
 	github.com/googleapis/gax-go/v2 v2.4.0 // indirect
-	github.com/gorilla/websocket v1.4.2 // indirect
+	github.com/gorilla/websocket v1.5.0 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.11.1 // indirect
 	github.com/hashicorp/cronexpr v1.1.1 // indirect
 	github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
-	github.com/hashicorp/go-hclog v0.12.2 // indirect
-	github.com/hashicorp/go-immutable-radix v1.2.0 // indirect
-	github.com/hashicorp/go-multierror v1.1.1 // indirect
+	github.com/hashicorp/go-hclog v0.14.1 // indirect
+	github.com/hashicorp/go-immutable-radix v1.3.0 // indirect
 	github.com/hashicorp/go-retryablehttp v0.7.1 // indirect
 	github.com/hashicorp/go-rootcerts v1.0.2 // indirect
 	github.com/hashicorp/golang-lru v0.5.4 // indirect
-	github.com/hashicorp/serf v0.9.6 // indirect
+	github.com/hashicorp/serf v0.9.7 // indirect
 	github.com/imdario/mergo v0.3.12 // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
@@ -150,14 +149,12 @@ require (
 	github.com/mattn/go-isatty v0.0.14 // indirect
 	github.com/matttproud/golang_protobuf_extensions v1.0.2-0.20181231171920-c182affec369 // indirect
 	github.com/mitchellh/go-homedir v1.1.0 // indirect
-	github.com/mitchellh/mapstructure v1.4.3 // indirect
+	github.com/mitchellh/mapstructure v1.5.0 // indirect
 	github.com/moby/term v0.0.0-20210619224110-3f7ff695adc6 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
-	github.com/onsi/ginkgo v1.16.4 // indirect
-	github.com/onsi/gomega v1.15.0 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
 	github.com/opencontainers/image-spec v1.0.2 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
@@ -165,24 +162,25 @@ require (
 	github.com/rogpeppe/go-internal v1.8.1 // indirect
 	github.com/sirupsen/logrus v1.8.1 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
-	go.mongodb.org/mongo-driver v1.10.0 // indirect
+	go.mongodb.org/mongo-driver v1.10.2 // indirect
 	go.opencensus.io v0.23.0 // indirect
-	go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.9.0 // indirect
-	go.opentelemetry.io/otel/metric v0.31.0 // indirect
-	go.opentelemetry.io/proto/otlp v0.18.0 // indirect
+	go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.10.0 // indirect
+	go.opentelemetry.io/otel/metric v0.32.0 // indirect
+	go.opentelemetry.io/proto/otlp v0.19.0 // indirect
 	golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa // indirect
+	golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e
 	golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4 // indirect
 	golang.org/x/term v0.0.0-20210927222741-03fcf44c2211 // indirect
 	golang.org/x/text v0.3.7 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
 	gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
-	gopkg.in/ini.v1 v1.66.4 // indirect
+	gopkg.in/ini.v1 v1.66.6 // indirect
 	gotest.tools/v3 v3.0.3 // indirect
-	k8s.io/kube-openapi v0.0.0-20220328201542-3ee0da9b0b42 // indirect
-	k8s.io/utils v0.0.0-20220210201930-3a6ce19ff2f9 // indirect
-	sigs.k8s.io/json v0.0.0-20211208200746-9f7c6b3444d2 // indirect
-	sigs.k8s.io/structured-merge-diff/v4 v4.2.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20220803162953-67bda5d908f1 // indirect
+	k8s.io/utils v0.0.0-20220728103510-ee6ede2d64ed // indirect
+	sigs.k8s.io/json v0.0.0-20220713155537-f223a00ba0e2 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect
 	sigs.k8s.io/yaml v1.3.0 // indirect
 )
 
diff --git a/go.sum b/go.sum
index 3331adf27da..f0821abb697 100644
--- a/go.sum
+++ b/go.sum
@@ -3,6 +3,7 @@ cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMT
 cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
 cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
 cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
+cloud.google.com/go v0.44.3/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
 cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
 cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
 cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
@@ -14,6 +15,7 @@ cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZ
 cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
 cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI=
 cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk=
+cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPTY=
 cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg=
 cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8=
 cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0=
@@ -52,6 +54,7 @@ cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0Zeo
 cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk=
 cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs=
 cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
+cloud.google.com/go/storage v1.14.0/go.mod h1:GrKmX003DSIwi9o29oFT7YDnHYwZoctc3fOKtUw0Xmo=
 cloud.google.com/go/storage v1.22.1/go.mod h1:S8N1cAStu7BOeFfE8KAQzmyyLkK8p/vmRq6kuBTW58Y=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 github.com/Azure/azure-sdk-for-go v65.0.0+incompatible h1:HzKLt3kIwMm4KeJYTdx9EbjRYTySD/t8i1Ee/W5EGXw=
@@ -60,10 +63,8 @@ github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 h1:UQHMgLO+TxOEl
 github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
 github.com/Azure/go-autorest v14.2.0+incompatible h1:V5VMDjClD3GiElqLWO7mz2MxNAK/vTfRHdAubSIPRgs=
 github.com/Azure/go-autorest v14.2.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
-github.com/Azure/go-autorest/autorest v0.11.18/go.mod h1:dSiJPy22c3u0OtOKDNttNgqpNFY/GeWa7GH/Pz56QRA=
 github.com/Azure/go-autorest/autorest v0.11.28 h1:ndAExarwr5Y+GaHE6VCaY1kyS/HwwGGyuimVhWsHOEM=
 github.com/Azure/go-autorest/autorest v0.11.28/go.mod h1:MrkzG3Y3AH668QyF9KRk5neJnGgmhQ6krbhR8Q5eMvA=
-github.com/Azure/go-autorest/autorest/adal v0.9.13/go.mod h1:W/MM4U6nLxnIskrw4UwWzlHfGjwUS50aOsc/I3yuU8M=
 github.com/Azure/go-autorest/autorest/adal v0.9.18/go.mod h1:XVVeme+LZwABT8K5Lc3hA4nAe8LDBVle26gTrguhhPQ=
 github.com/Azure/go-autorest/autorest/adal v0.9.21 h1:jjQnVFXPfekaqb8vIsv2G1lxshoW+oGv4MDlhRtnYZk=
 github.com/Azure/go-autorest/autorest/adal v0.9.21/go.mod h1:zua7mBUaCc5YnSLKYgGJR/w5ePdMDA6H56upLsHzA9U=
@@ -86,7 +87,6 @@ github.com/DataDog/datadog-go v3.2.0+incompatible/go.mod h1:LButxg5PwREeZtORoXG3
 github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0=
 github.com/Microsoft/go-winio v0.5.1 h1:aPJp2QD7OOrhO5tQXqQoGSJc+DjDtWTGLOmNyAm6FgY=
 github.com/Microsoft/go-winio v0.5.1/go.mod h1:JPGBdM1cNvN/6ISo+n8V5iA4v8pBzdOpzfwIujj1a84=
-github.com/NYTimes/gziphandler v0.0.0-20170623195520-56545f4a5d46/go.mod h1:3wb06e3pkSAbeQ52E9H9iFoQsEEwGN64994WTCIhntQ=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/PuerkitoBio/purell v1.1.1 h1:WEQqlqaGbrPkxLJWfBwQmfEAE1Z7ONdDLqrN38tNFfI=
 github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0=
@@ -109,13 +109,11 @@ github.com/apache/thrift v0.12.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb
 github.com/apache/thrift v0.13.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
-github.com/armon/go-metrics v0.3.3 h1:a9F4rlj7EWWrbj7BYw8J8+x+ZZkJeqzNyRk8hdPF+ro=
-github.com/armon/go-metrics v0.3.3/go.mod h1:4O98XIr/9W0sxpJ8UaYkvjk10Iff7SnFrb4QAOwNTFc=
+github.com/armon/go-metrics v0.3.10 h1:FR+drcQStOe+32sYyJYyZ7FIdgoGGBnwLl+flodp8Uo=
+github.com/armon/go-metrics v0.3.10/go.mod h1:4O98XIr/9W0sxpJ8UaYkvjk10Iff7SnFrb4QAOwNTFc=
 github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
 github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
-github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/aryann/difflib v0.0.0-20170710044230-e206f873d14a/go.mod h1:DAHtR1m6lCRdSC2Tm3DSWRPvIPr6xNKyeHdqDQSQT+A=
-github.com/asaskevich/govalidator v0.0.0-20190424111038-f61b66f89f4a/go.mod h1:lB+ZfQJz7igIIfQNfa7Ml4HSf2uFQQRzpGGRXenZAgY=
 github.com/asaskevich/govalidator v0.0.0-20200907205600-7a23bdc65eef/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
 github.com/asaskevich/govalidator v0.0.0-20210307081110-f21760c49a8d h1:Byv0BzEl3/e6D5CLfI0j/7hiIEtvGVFPCZ7Ei2oq8iQ=
 github.com/asaskevich/govalidator v0.0.0-20210307081110-f21760c49a8d/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
@@ -123,8 +121,8 @@ github.com/aws/aws-lambda-go v1.13.3/go.mod h1:4UKl9IzQMoD+QF79YdCuzCwp8VbmG4VAQ
 github.com/aws/aws-sdk-go v1.27.0/go.mod h1:KmX6BPdI08NWTb3/sm4ZGu5ShLoqVDhKgpiN924inxo=
 github.com/aws/aws-sdk-go v1.38.35/go.mod h1:hcU610XS61/+aQV88ixoOzUoG7v3b31pl2zKMmprdro=
 github.com/aws/aws-sdk-go v1.43.11/go.mod h1:y4AeaBuwd2Lk+GepC1E9v0qOiTws0MIWAX4oIKwKHZo=
-github.com/aws/aws-sdk-go v1.44.67 h1:+nxfXbMe8QUB6svLsuLYsp+WhZBKM26w62Zidir739A=
-github.com/aws/aws-sdk-go v1.44.67/go.mod h1:y4AeaBuwd2Lk+GepC1E9v0qOiTws0MIWAX4oIKwKHZo=
+github.com/aws/aws-sdk-go v1.44.109 h1:+Na5JPeS0kiEHoBp5Umcuuf+IDqXqD0lXnM920E31YI=
+github.com/aws/aws-sdk-go v1.44.109/go.mod h1:y4AeaBuwd2Lk+GepC1E9v0qOiTws0MIWAX4oIKwKHZo=
 github.com/aws/aws-sdk-go-v2 v0.18.0/go.mod h1:JWVYvqSMppoMJC0x5wdwiImzgXTI9FuZwxzkQq9wy+g=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
@@ -177,13 +175,13 @@ github.com/dennwc/varint v1.0.0/go.mod h1:hnItb35rvZvJrbTALZtY/iQfDs48JKRG1RPpgz
 github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
 github.com/dgryski/go-sip13 v0.0.0-20200911182023-62edffca9245 h1:9cOfvEwjQxdwKuNDTQSaMKNRvwKwgZG+U4HrjeRKHso=
 github.com/dgryski/go-sip13 v0.0.0-20200911182023-62edffca9245/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
-github.com/digitalocean/godo v1.82.0 h1:lqAit46H1CqJGjh7LDbsamng/UMBME5rvmfH3Vb5Yy8=
-github.com/digitalocean/godo v1.82.0/go.mod h1:BPCqvwbjbGqxuUnIKB4EvS/AX7IDnNmt5fwvIkWo+ew=
+github.com/digitalocean/godo v1.84.1 h1:VgPsuxhrO9pUygvij6qOhqXfAkxAsDZYRpmjSDMEaHo=
+github.com/digitalocean/godo v1.84.1/go.mod h1:BPCqvwbjbGqxuUnIKB4EvS/AX7IDnNmt5fwvIkWo+ew=
 github.com/dnaeon/go-vcr v1.2.0 h1:zHCHvJYTMh1N7xnV7zf1m1GPBF9Ad0Jk/whtQ1663qI=
 github.com/docker/distribution v2.7.1+incompatible h1:a5mlkVzth6W5A4fOsS3D2EO5BUmsJpcB+cRlLU7cSug=
 github.com/docker/distribution v2.7.1+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
-github.com/docker/docker v20.10.17+incompatible h1:JYCuMrWaVNophQTOrMMoSwudOVEfcegoZZrleKc1xwE=
-github.com/docker/docker v20.10.17+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
+github.com/docker/docker v20.10.18+incompatible h1:SN84VYXTBNGn92T/QwIRPlum9zfemfitN7pbsp26WSc=
+github.com/docker/docker v20.10.18+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
 github.com/docker/go-connections v0.4.0 h1:El9xVISelRB7BuFusrZozjnkIM5YnzCViNKohAFqRJQ=
 github.com/docker/go-connections v0.4.0/go.mod h1:Gbd7IOopHjR8Iph03tsViu4nIes5XhDvyHbTtUxmeec=
 github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw=
@@ -196,11 +194,8 @@ github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFP
 github.com/edsrzf/mmap-go v1.0.0/go.mod h1:YO35OhQPt3KJa3ryjFM5Bs14WD66h8eGKpfaBNrHW5M=
 github.com/edsrzf/mmap-go v1.1.0 h1:6EUwBLQ/Mcr1EYLE4Tn1VdW1A4ckqCQWZBw8Hr0kjpQ=
 github.com/edsrzf/mmap-go v1.1.0/go.mod h1:19H/e8pUPLicwkyNgOykDXkJ9F0MHE+Z52B8EIth78Q=
-github.com/elazarl/goproxy v0.0.0-20180725130230-947c36da3153/go.mod h1:/Zj4wYkgs4iZTTu3o/KG3Itv/qCCa8VVMlb3i9OVuzc=
-github.com/emicklei/go-restful v0.0.0-20170410110728-ff4f55a20633/go.mod h1:otzb+WCGbkyDHkqmQmT5YD2WR4BBwUdeQoFo8l/7tVs=
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-github.com/emicklei/go-restful v2.16.0+incompatible h1:rgqiKNjTnFQA6kkhFe16D8epTksy9HQ1MyrbDXSdYhM=
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@@ -214,8 +209,9 @@ github.com/envoyproxy/go-control-plane v0.10.2-0.20220325020618-49ff273808a1/go.
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@@ -225,15 +221,11 @@ github.com/fatih/color v1.13.0 h1:8LOYc1KYPPmyKMuN8QV2DNRWNbLo6LZ0iLs8+mlH53w=
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@@ -266,8 +258,6 @@ github.com/go-openapi/errors v0.20.2/go.mod h1:cM//ZKUKyO06HSwqAelJ5NsEMMcpa6VpX
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@@ -281,7 +271,6 @@ github.com/go-openapi/strfmt v0.21.2/go.mod h1:I/XVKeLc5+MM5oPNN7P6urMOpuLXEcNrC
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@@ -297,7 +286,6 @@ github.com/go-sql-driver/mysql v1.4.0/go.mod h1:zAC/RDZ24gD3HViQzih4MyKcchzm+sOG
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@@ -379,7 +367,6 @@ github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEW
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@@ -400,7 +387,6 @@ github.com/google/go-cmp v0.5.8/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeN
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@@ -416,13 +402,14 @@ github.com/google/pprof v0.0.0-20200430221834-fc25d7d30c6d/go.mod h1:ZgVRPoUq/hf
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@@ -441,19 +428,18 @@ github.com/googleapis/gax-go/v2 v2.3.0/go.mod h1:b8LNqSzNabLiUpXKkY7HAR5jr6bIT99
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@@ -463,11 +449,11 @@ github.com/grpc-ecosystem/grpc-gateway/v2 v2.7.0/go.mod h1:hgWBS7lorOAVIJEQMi4Zs
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@@ -500,8 +487,9 @@ github.com/hashicorp/go-sockaddr v1.0.2 h1:ztczhD1jLxIRjVejw8gFomI1BQZOe2WoVOu0S
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@@ -515,25 +503,24 @@ github.com/hashicorp/memberlist v0.1.3/go.mod h1:ajVTdAv/9Im8oMAAj5G31PhhMCZJV2p
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@@ -566,8 +553,8 @@ github.com/kisielk/errcheck v1.1.0/go.mod h1:EZBBE59ingxPouuu3KfxchcWSUPOHkagtvW
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@@ -585,9 +572,10 @@ github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+
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@@ -634,9 +622,9 @@ github.com/mitchellh/mapstructure v0.0.0-20160808181253-ca63d7c062ee/go.mod h1:F
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@@ -649,13 +637,11 @@ github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjY
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@@ -664,9 +650,6 @@ github.com/nats-io/nkeys v0.1.0/go.mod h1:xpnFELMwJABBLVhffcfd1MZx6VsNRFpEugbxzi
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@@ -674,19 +657,12 @@ github.com/oklog/run v1.1.0/go.mod h1:sVPdnTZT1zYwAJeCMu2Th4T21pA3FPOQRfWjQlk7DV
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@@ -708,7 +684,6 @@ github.com/pascaldekloe/goe v0.1.0/go.mod h1:lzWF7FIEvWOWxwDKqyGYQf6ZUaNfKdP144T
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@@ -718,6 +693,7 @@ github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
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@@ -784,6 +760,7 @@ github.com/scaleway/scaleway-sdk-go v1.0.0-beta.9 h1:0roa6gXKgyta64uqh52AQG3wzZX
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@@ -808,6 +785,7 @@ github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72/go.mod h1:JwIasO
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@@ -853,13 +831,15 @@ github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de
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@@ -870,36 +850,37 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
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@@ -917,12 +898,12 @@ golang.org/x/crypto v0.0.0-20190923035154-9ee001bba392/go.mod h1:/lpIB1dKB+9EgE3
 golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20200302210943-78000ba7a073/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
-golang.org/x/crypto v0.0.0-20201002170205-7f63de1d35b0/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20201216223049-8b5274cf687f/go.mod h1:jdWPYTVW3xRLrWPugEBEK3UY2ZEsg3UU495nc5E+M+I=
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 golang.org/x/crypto v0.0.0-20210616213533-5ff15b29337e/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
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 golang.org/x/crypto v0.0.0-20211202192323-5770296d904e/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
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 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa h1:zuSxTR4o9y82ebqCUJYNGJbGPo6sKVl54f/TVDObg1c=
 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
@@ -936,6 +917,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0
 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4=
 golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM=
 golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU=
+golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e h1:+WEEuIdZHnUeJJmEUjyYC2gfUMj69yZXw17EnHg/otA=
+golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e/go.mod h1:Kr81I6Kryrl9sr8s2FK3vxD90NdsKWRuOIl2O4CvYbA=
 golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
 golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
@@ -986,7 +969,6 @@ golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLL
 golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
-golang.org/x/net v0.0.0-20190827160401-ba9fcec4b297/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20190923162816-aa69164e4478/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
@@ -998,7 +980,6 @@ golang.org/x/net v0.0.0-20200324143707-d3edc9973b7e/go.mod h1:qpuaurCH72eLCgpAm/
 golang.org/x/net v0.0.0-20200501053045-e0ff5e5a1de5/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200506145744-7e3656a0809f/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200513185701-a91f0712d120/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
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 golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
 golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
@@ -1006,19 +987,20 @@ golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwY
 golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
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 golang.org/x/net v0.0.0-20210503060351-7fd8e65b6420/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
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 golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk=
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@@ -1026,8 +1008,11 @@ golang.org/x/net v0.0.0-20220412020605-290c469a71a5/go.mod h1:CfG3xpIq0wQ8r1q4Su
 golang.org/x/net v0.0.0-20220425223048-2871e0cb64e4/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk=
 golang.org/x/net v0.0.0-20220607020251-c690dde0001d/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
 golang.org/x/net v0.0.0-20220624214902-1bab6f366d9e/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
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 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
@@ -1048,9 +1033,9 @@ golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j
 golang.org/x/oauth2 v0.0.0-20220309155454-6242fa91716a/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc=
 golang.org/x/oauth2 v0.0.0-20220411215720-9780585627b5/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc=
 golang.org/x/oauth2 v0.0.0-20220608161450-d0670ef3b1eb/go.mod h1:jaDAt6Dkxork7LmZnYtzbRWj0W47D86a3TGe0YHBvmE=
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 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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@@ -1064,8 +1049,9 @@ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
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@@ -1088,14 +1074,11 @@ golang.org/x/sys v0.0.0-20190606165138-5da285871e9c/go.mod h1:h1NjWce9XRLGQEsW7w
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@@ -1112,7 +1095,6 @@ golang.org/x/sys v0.0.0-20200331124033-c3d80250170d/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200501052902-10377860bb8e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200511232937-7e40ca221e25/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200515095857-1151b9dac4a9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20200519105757-fe76b779f299/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200523222454-059865788121/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200625212154-ddb9806d33ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -1121,10 +1103,10 @@ golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201201145000-ef89a241ccb3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210104204734-6f8348627aad/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210119212857-b64e53b001e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210220050731-9a76102bfb43/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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 golang.org/x/sys v0.0.0-20210303074136-134d130e1a04/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210305230114-8fe3ee5dd75b/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210315160823-c6e025ad8005/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -1132,6 +1114,7 @@ golang.org/x/sys v0.0.0-20210320140829-1e4c9ba3b0c4/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210330210617-4fbd30eecc44/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210420072515-93ed5bcd2bfe/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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 golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210514084401-e8d321eab015/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -1158,9 +1141,11 @@ golang.org/x/sys v0.0.0-20220502124256-b6088ccd6cba/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220503163025-988cb79eb6c6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220610221304-9f5ed59c137d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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-golang.org/x/sys v0.0.0-20220731174439-a90be440212d h1:Sv5ogFZatcgIMMtBSTTAgMYsicp25MXBubjXNDKwm80=
-golang.org/x/sys v0.0.0-20220731174439-a90be440212d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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@@ -1179,9 +1164,8 @@ golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2/go.mod h1:tRJNPiyCQ0inRvYxb
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
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-golang.org/x/time v0.0.0-20220609170525-579cf78fd858/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
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 golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180828015842-6cd1fcedba52/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -1228,7 +1212,6 @@ golang.org/x/tools v0.0.0-20200304193943-95d2e580d8eb/go.mod h1:o4KQGtdN14AW+yjs
 golang.org/x/tools v0.0.0-20200312045724-11d5b4c81c7d/go.mod h1:o4KQGtdN14AW+yjsvvwRTJJuXz8XRtIHtEnmAXLyFUw=
 golang.org/x/tools v0.0.0-20200331025713-a30bf2db82d4/go.mod h1:Sl4aGygMT6LrqrWclx+PTx3U+LnKx/seiNR+3G19Ar8=
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 golang.org/x/tools v0.0.0-20200512131952-2bc93b1c0c88/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
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 golang.org/x/tools v0.0.0-20200618134242-20370b0cb4b2/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE=
@@ -1238,9 +1221,9 @@ golang.org/x/tools v0.0.0-20200904185747-39188db58858/go.mod h1:Cj7w3i3Rnn0Xh82u
 golang.org/x/tools v0.0.0-20201110124207-079ba7bd75cd/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
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-golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
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@@ -1249,16 +1232,17 @@ golang.org/x/tools v0.1.4/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.6-0.20210726203631-07bc1bf47fb2/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
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-golang.org/x/tools v0.1.13-0.20220908144252-ce397412b6a4 h1:glzimF7qHZuKVEiMbE7UqBu44MyTjt5u6j3Jz+rfMRM=
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 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
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-golang.org/x/xerrors v0.0.0-20220609144429-65e65417b02f h1:uF6paiQQebLeSXkrTqHqz0MXhXXS1KgF41eUdBNvxK0=
 golang.org/x/xerrors v0.0.0-20220609144429-65e65417b02f/go.mod h1:K8+ghG5WaK9qNqU5K3HdILfMLy1f3aNYFI/wnl100a8=
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 google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M=
@@ -1297,8 +1281,8 @@ google.golang.org/api v0.75.0/go.mod h1:pU9QmyHLnzlpar1Mjt4IbapUCy8J+6HD6GeELN69
 google.golang.org/api v0.78.0/go.mod h1:1Sg78yoMLOhlQTeF+ARBoytAcH1NNyyl390YMy6rKmw=
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 google.golang.org/api v0.84.0/go.mod h1:NTsGnUFJMYROtiquksZHBWtHfeMC7iYthki7Eq3pa8o=
-google.golang.org/api v0.91.0 h1:731+JzuwaJoZXRQGmPoBiV+SrsAfUaIkdMCWTcQNPyA=
-google.golang.org/api v0.91.0/go.mod h1:+Sem1dnrKlrXMR/X0bPnMWyluQe4RsNoYfmNLhOIkzw=
+google.golang.org/api v0.96.0 h1:F60cuQPJq7K7FzsxMYHAUJSiXh2oKctHxBMbDygxhfM=
+google.golang.org/api v0.96.0/go.mod h1:w7wJQLTM+wvQpNf5JyEcBoxK0RH7EDrh/L4qfsuJ13s=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.2.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -1343,7 +1327,9 @@ google.golang.org/genproto v0.0.0-20201109203340-2640f1f9cdfb/go.mod h1:FWY/as6D
 google.golang.org/genproto v0.0.0-20201201144952-b05cb90ed32e/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20201210142538-e3217bee35cc/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20201214200347-8c77b98c765d/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
+google.golang.org/genproto v0.0.0-20210108203827-ffc7fda8c3d7/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20210222152913-aa3ee6e6a81c/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
+google.golang.org/genproto v0.0.0-20210226172003-ab064af71705/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20210303154014-9728d6b83eeb/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20210310155132-4ce2db91004e/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
 google.golang.org/genproto v0.0.0-20210319143718-93e7006c17a6/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
@@ -1388,8 +1374,8 @@ google.golang.org/genproto v0.0.0-20220523171625-347a074981d8/go.mod h1:RAyBrSAP
 google.golang.org/genproto v0.0.0-20220608133413-ed9918b62aac/go.mod h1:KEWEmljWE5zPzLBa/oHl6DaEt9LmfH6WtH1OHIvleBA=
 google.golang.org/genproto v0.0.0-20220616135557-88e70c0c3a90/go.mod h1:KEWEmljWE5zPzLBa/oHl6DaEt9LmfH6WtH1OHIvleBA=
 google.golang.org/genproto v0.0.0-20220624142145-8cd45d7dbd1f/go.mod h1:KEWEmljWE5zPzLBa/oHl6DaEt9LmfH6WtH1OHIvleBA=
-google.golang.org/genproto v0.0.0-20220802133213-ce4fa296bf78 h1:QntLWYqZeuBtJkth3m/6DLznnI0AHJr+AgJXvVh/izw=
-google.golang.org/genproto v0.0.0-20220802133213-ce4fa296bf78/go.mod h1:iHe1svFLAZg9VWz891+QbRMwUv9O/1Ww+/mngYeThbc=
+google.golang.org/genproto v0.0.0-20220920201722-2b89144ce006 h1:mmbq5q8M1t7dhkLw320YK4PsOXm6jdnUAkErImaIqOg=
+google.golang.org/genproto v0.0.0-20220920201722-2b89144ce006/go.mod h1:ht8XFiar2npT/g4vkk7O0WYS1sHOHbdujxbEp7CJWbw=
 google.golang.org/grpc v1.17.0/go.mod h1:6QZJwpn2B+Zp71q/5VxRsJ6NXXVCE5NRUHRo+f3cWCs=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.0/go.mod h1:chYK+tFQF0nDUGJgXMSgLCQk3phJEuONr2DCgLDdAQM=
@@ -1426,8 +1412,8 @@ google.golang.org/grpc v1.45.0/go.mod h1:lN7owxKUQEqMfSyQikvvk5tf/6zMPsrK+ONuO11
 google.golang.org/grpc v1.46.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk=
 google.golang.org/grpc v1.46.2/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk=
 google.golang.org/grpc v1.47.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk=
-google.golang.org/grpc v1.48.0 h1:rQOsyJ/8+ufEDJd/Gdsz7HG220Mh9HAhFHRGnIjda0w=
-google.golang.org/grpc v1.48.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk=
+google.golang.org/grpc v1.49.0 h1:WTLtQzmQori5FUH25Pq4WT22oCsv8USpQ+F6rqtsmxw=
+google.golang.org/grpc v1.49.0/go.mod h1:ZgQEeidpAuNRZ8iRrlBKXZQP1ghovWIVhdJRyCDK+GI=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
@@ -1459,11 +1445,10 @@ gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMy
 gopkg.in/gcfg.v1 v1.2.3/go.mod h1:yesOnuUOFQAhST5vPY4nbZsb/huCgGGXlipJsBn0b3o=
 gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc=
 gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
-gopkg.in/ini.v1 v1.66.4 h1:SsAcf+mM7mRZo2nJNGt8mZCjG8ZRaNGMURJw7BsIST4=
-gopkg.in/ini.v1 v1.66.4/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
+gopkg.in/ini.v1 v1.66.6 h1:LATuAqN/shcYAOkv3wl2L4rkaKqkcgTBQjOyYDvcPKI=
+gopkg.in/ini.v1 v1.66.6/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/resty.v1 v1.12.0/go.mod h1:mDo4pnntr5jdWRML875a/NmxYqAlA73dVijT2AXvQQo=
 gopkg.in/telebot.v3 v3.0.0/go.mod h1:7rExV8/0mDDNu9epSrDm/8j22KLaActH1Tbee6YjzWg=
-gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 h1:uRGJdciOHaEIrze2W8Q3AKkepLTh2hOroT7a+7czfdQ=
 gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw=
 gopkg.in/warnings.v0 v0.1.2/go.mod h1:jksf8JmL6Qr/oQM2OXTHunEvvTAsrWBLb6OOjuVWRNI=
 gopkg.in/yaml.v2 v2.0.0-20170812160011-eb3733d160e7/go.mod h1:JAlM8MvJe8wmxCU4Bli9HhUf9+ttbYbLASfIpnQbh74=
@@ -1493,28 +1478,24 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-k8s.io/api v0.24.3 h1:tt55QEmKd6L2k5DP6G/ZzdMQKvG5ro4H4teClqm0sTY=
-k8s.io/api v0.24.3/go.mod h1:elGR/XSZrS7z7cSZPzVWaycpJuGIw57j9b95/1PdJNI=
-k8s.io/apimachinery v0.24.3 h1:hrFiNSA2cBZqllakVYyH/VyEh4B581bQRmqATJSeQTg=
-k8s.io/apimachinery v0.24.3/go.mod h1:82Bi4sCzVBdpYjyI4jY6aHX+YCUchUIrZrXKedjd2UM=
-k8s.io/client-go v0.24.3 h1:Nl1840+6p4JqkFWEW2LnMKU667BUxw03REfLAVhuKQY=
-k8s.io/client-go v0.24.3/go.mod h1:AAovolf5Z9bY1wIg2FZ8LPQlEdKHjLI7ZD4rw920BJw=
-k8s.io/gengo v0.0.0-20210813121822-485abfe95c7c/go.mod h1:FiNAH4ZV3gBg2Kwh89tzAEV2be7d5xI0vBa/VySYy3E=
-k8s.io/kube-openapi v0.0.0-20220328201542-3ee0da9b0b42 h1:Gii5eqf+GmIEwGNKQYQClCayuJCe2/4fZUvF7VG99sU=
-k8s.io/kube-openapi v0.0.0-20220328201542-3ee0da9b0b42/go.mod h1:Z/45zLw8lUo4wdiUkI+v/ImEGAvu3WatcZl3lPMR4Rk=
-k8s.io/utils v0.0.0-20210802155522-efc7438f0176/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
-k8s.io/utils v0.0.0-20220210201930-3a6ce19ff2f9 h1:HNSDgDCrr/6Ly3WEGKZftiE7IY19Vz2GdbOCyI4qqhc=
-k8s.io/utils v0.0.0-20220210201930-3a6ce19ff2f9/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
+k8s.io/api v0.25.2 h1:v6G8RyFcwf0HR5jQGIAYlvtRNrxMJQG1xJzaSeVnIS8=
+k8s.io/api v0.25.2/go.mod h1:qP1Rn4sCVFwx/xIhe+we2cwBLTXNcheRyYXwajonhy0=
+k8s.io/apimachinery v0.25.2 h1:WbxfAjCx+AeN8Ilp9joWnyJ6xu9OMeS/fsfjK/5zaQs=
+k8s.io/apimachinery v0.25.2/go.mod h1:hqqA1X0bsgsxI6dXsJ4HnNTBOmJNxyPp8dw3u2fSHwA=
+k8s.io/client-go v0.25.2 h1:SUPp9p5CwM0yXGQrwYurw9LWz+YtMwhWd0GqOsSiefo=
+k8s.io/client-go v0.25.2/go.mod h1:i7cNU7N+yGQmJkewcRD2+Vuj4iz7b30kI8OcL3horQ4=
+k8s.io/kube-openapi v0.0.0-20220803162953-67bda5d908f1 h1:MQ8BAZPZlWk3S9K4a9NCkIFQtZShWqoha7snGixVgEA=
+k8s.io/kube-openapi v0.0.0-20220803162953-67bda5d908f1/go.mod h1:C/N6wCaBHeBHkHUesQOQy2/MZqGgMAFPqGsGQLdbZBU=
+k8s.io/utils v0.0.0-20220728103510-ee6ede2d64ed h1:jAne/RjBTyawwAy0utX5eqigAwz/lQhTmy+Hr/Cpue4=
+k8s.io/utils v0.0.0-20220728103510-ee6ede2d64ed/go.mod h1:jPW/WVKK9YHAvNhRxK0md/EJ228hCsBRufyofKtW8HA=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
 rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
-sigs.k8s.io/json v0.0.0-20211208200746-9f7c6b3444d2 h1:kDi4JBNAsJWfz1aEXhO8Jg87JJaPNLh5tIzYHgStQ9Y=
-sigs.k8s.io/json v0.0.0-20211208200746-9f7c6b3444d2/go.mod h1:B+TnT182UBxE84DiCz4CVE26eOSDAeYCpfDnC2kdKMY=
-sigs.k8s.io/structured-merge-diff/v4 v4.0.2/go.mod h1:bJZC9H9iH24zzfZ/41RGcq60oK1F7G282QMXDPYydCw=
-sigs.k8s.io/structured-merge-diff/v4 v4.2.1 h1:bKCqE9GvQ5tiVHn5rfn1r+yao3aLQEaLzkkmAkf+A6Y=
-sigs.k8s.io/structured-merge-diff/v4 v4.2.1/go.mod h1:j/nl6xW8vLS49O8YvXW1ocPhZawJtm+Yrr7PPRQ0Vg4=
+sigs.k8s.io/json v0.0.0-20220713155537-f223a00ba0e2 h1:iXTIw73aPyC+oRdyqqvVJuloN1p0AC/kzH07hu3NE+k=
+sigs.k8s.io/json v0.0.0-20220713155537-f223a00ba0e2/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
+sigs.k8s.io/structured-merge-diff/v4 v4.2.3 h1:PRbqxJClWWYMNV1dhaG4NsibJbArud9kFxnAMREiWFE=
+sigs.k8s.io/structured-merge-diff/v4 v4.2.3/go.mod h1:qjx8mGObPmV2aSZepjQjbmb2ihdVs8cGKBraizNC69E=
 sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o=
-sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
 sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
 sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0/go.mod h1:hI742Nqp5OhwiqlzhgfbWU4mW4yO10fP+LoT9WOswdU=
diff --git a/model/labels/labels.go b/model/labels/labels.go
index 27423d19c2f..48237bdc0ee 100644
--- a/model/labels/labels.go
+++ b/model/labels/labels.go
@@ -333,6 +333,11 @@ func (ls Labels) Map() map[string]string {
 	return m
 }
 
+// EmptyLabels returns n empty Labels value, for convenience.
+func EmptyLabels() Labels {
+	return Labels{}
+}
+
 // New returns a sorted Labels from the given labels.
 // The caller has to guarantee that all label names are unique.
 func New(ls ...Label) Labels {
@@ -467,17 +472,25 @@ func (b *Builder) Set(n, v string) *Builder {
 	return b
 }
 
-// Labels returns the labels from the builder. If no modifications
-// were made, the original labels are returned.
-func (b *Builder) Labels() Labels {
+// Labels returns the labels from the builder, adding them to res if non-nil.
+// Argument res can be the same as b.base, if caller wants to overwrite that slice.
+// If no modifications were made, the original labels are returned.
+func (b *Builder) Labels(res Labels) Labels {
 	if len(b.del) == 0 && len(b.add) == 0 {
 		return b.base
 	}
 
-	// In the general case, labels are removed, modified or moved
-	// rather than added.
-	res := make(Labels, 0, len(b.base))
+	if res == nil {
+		// In the general case, labels are removed, modified or moved
+		// rather than added.
+		res = make(Labels, 0, len(b.base))
+	} else {
+		res = res[:0]
+	}
 Outer:
+	// Justification that res can be the same slice as base: in this loop
+	// we move forward through base, and either skip an element or assign
+	// it to res at its current position or an earlier position.
 	for _, l := range b.base {
 		for _, n := range b.del {
 			if l.Name == n {
diff --git a/model/relabel/relabel.go b/model/relabel/relabel.go
index 05c32a41b08..e0d7f6ddf54 100644
--- a/model/relabel/relabel.go
+++ b/model/relabel/relabel.go
@@ -192,24 +192,29 @@ func (re Regexp) String() string {
 // are applied in order of input.
 // If a label set is dropped, nil is returned.
 // May return the input labelSet modified.
-func Process(labels labels.Labels, cfgs ...*Config) labels.Labels {
+func Process(lbls labels.Labels, cfgs ...*Config) labels.Labels {
+	lb := labels.NewBuilder(nil)
 	for _, cfg := range cfgs {
-		labels = relabel(labels, cfg)
-		if labels == nil {
+		lbls = relabel(lbls, cfg, lb)
+		if lbls == nil {
 			return nil
 		}
 	}
-	return labels
+	return lbls
 }
 
-func relabel(lset labels.Labels, cfg *Config) labels.Labels {
-	values := make([]string, 0, len(cfg.SourceLabels))
+func relabel(lset labels.Labels, cfg *Config, lb *labels.Builder) labels.Labels {
+	var va [16]string
+	values := va[:0]
+	if len(cfg.SourceLabels) > cap(values) {
+		values = make([]string, 0, len(cfg.SourceLabels))
+	}
 	for _, ln := range cfg.SourceLabels {
 		values = append(values, lset.Get(string(ln)))
 	}
 	val := strings.Join(values, cfg.Separator)
 
-	lb := labels.NewBuilder(lset)
+	lb.Reset(lset)
 
 	switch cfg.Action {
 	case Drop:
@@ -267,7 +272,7 @@ func relabel(lset labels.Labels, cfg *Config) labels.Labels {
 		panic(fmt.Errorf("relabel: unknown relabel action type %q", cfg.Action))
 	}
 
-	return lb.Labels()
+	return lb.Labels(lset)
 }
 
 // sum64 sums the md5 hash to an uint64.
diff --git a/model/rulefmt/rulefmt.go b/model/rulefmt/rulefmt.go
index 6af79f6ac40..f1d5f39257e 100644
--- a/model/rulefmt/rulefmt.go
+++ b/model/rulefmt/rulefmt.go
@@ -24,7 +24,7 @@ import (
 	"time"
 
 	"github.com/prometheus/common/model"
-	yaml "gopkg.in/yaml.v3"
+	"gopkg.in/yaml.v3"
 
 	"github.com/prometheus/prometheus/model/timestamp"
 	"github.com/prometheus/prometheus/promql/parser"
diff --git a/notifier/notifier.go b/notifier/notifier.go
index 3d2ee5949f2..99886bd4bc3 100644
--- a/notifier/notifier.go
+++ b/notifier/notifier.go
@@ -361,7 +361,7 @@ func (n *Manager) Send(alerts ...*Alert) {
 			}
 		}
 
-		a.Labels = lb.Labels()
+		a.Labels = lb.Labels(a.Labels)
 	}
 
 	alerts = n.relabelAlerts(alerts)
diff --git a/prompb/types.pb.go b/prompb/types.pb.go
index 4f23d4a2752..a4c6b332bba 100644
--- a/prompb/types.pb.go
+++ b/prompb/types.pb.go
@@ -363,6 +363,7 @@ func (m *Exemplar) GetTimestamp() int64 {
 // integer histogram as well as a float histogram.
 type Histogram struct {
 	// Types that are valid to be assigned to Count:
+	//
 	//	*Histogram_CountInt
 	//	*Histogram_CountFloat
 	Count isHistogram_Count `protobuf_oneof:"count"`
@@ -377,6 +378,7 @@ type Histogram struct {
 	Schema        int32   `protobuf:"zigzag32,4,opt,name=schema,proto3" json:"schema,omitempty"`
 	ZeroThreshold float64 `protobuf:"fixed64,5,opt,name=zero_threshold,json=zeroThreshold,proto3" json:"zero_threshold,omitempty"`
 	// Types that are valid to be assigned to ZeroCount:
+	//
 	//	*Histogram_ZeroCountInt
 	//	*Histogram_ZeroCountFloat
 	ZeroCount isHistogram_ZeroCount `protobuf_oneof:"zero_count"`
diff --git a/promql/engine.go b/promql/engine.go
index e35c72eb0dc..a2b43848932 100644
--- a/promql/engine.go
+++ b/promql/engine.go
@@ -35,6 +35,7 @@ import (
 	"go.opentelemetry.io/otel"
 	"go.opentelemetry.io/otel/attribute"
 	"go.opentelemetry.io/otel/trace"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
@@ -824,6 +825,20 @@ func (ng *Engine) getTimeRangesForSelector(s *parser.EvalStmt, n *parser.VectorS
 	return start, end
 }
 
+func (ng *Engine) getLastSubqueryInterval(path []parser.Node) time.Duration {
+	var interval time.Duration
+	for _, node := range path {
+		switch n := node.(type) {
+		case *parser.SubqueryExpr:
+			interval = n.Step
+			if n.Step == 0 {
+				interval = time.Duration(ng.noStepSubqueryIntervalFn(durationMilliseconds(n.Range))) * time.Millisecond
+			}
+		}
+	}
+	return interval
+}
+
 func (ng *Engine) populateSeries(querier storage.Querier, s *parser.EvalStmt) {
 	// Whenever a MatrixSelector is evaluated, evalRange is set to the corresponding range.
 	// The evaluation of the VectorSelector inside then evaluates the given range and unsets
@@ -834,10 +849,14 @@ func (ng *Engine) populateSeries(querier storage.Querier, s *parser.EvalStmt) {
 		switch n := node.(type) {
 		case *parser.VectorSelector:
 			start, end := ng.getTimeRangesForSelector(s, n, path, evalRange)
+			interval := ng.getLastSubqueryInterval(path)
+			if interval == 0 {
+				interval = s.Interval
+			}
 			hints := &storage.SelectHints{
 				Start: start,
 				End:   end,
-				Step:  durationMilliseconds(s.Interval),
+				Step:  durationMilliseconds(interval),
 				Range: durationMilliseconds(evalRange),
 				Func:  extractFuncFromPath(path),
 			}
@@ -1246,7 +1265,7 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, storage.Warnings) {
 	case *parser.AggregateExpr:
 		// Grouping labels must be sorted (expected both by generateGroupingKey() and aggregation()).
 		sortedGrouping := e.Grouping
-		sort.Strings(sortedGrouping)
+		slices.Sort(sortedGrouping)
 
 		// Prepare a function to initialise series helpers with the grouping key.
 		buf := make([]byte, 0, 1024)
@@ -2103,13 +2122,13 @@ func (ev *evaluator) VectorBinop(op parser.ItemType, lhs, rhs Vector, matching *
 
 func signatureFunc(on bool, b []byte, names ...string) func(labels.Labels) string {
 	if on {
-		sort.Strings(names)
+		slices.Sort(names)
 		return func(lset labels.Labels) string {
 			return string(lset.BytesWithLabels(b, names...))
 		}
 	}
 	names = append([]string{labels.MetricName}, names...)
-	sort.Strings(names)
+	slices.Sort(names)
 	return func(lset labels.Labels) string {
 		return string(lset.BytesWithoutLabels(b, names...))
 	}
@@ -2160,7 +2179,7 @@ func resultMetric(lhs, rhs labels.Labels, op parser.ItemType, matching *parser.V
 		}
 	}
 
-	ret := enh.lb.Labels()
+	ret := enh.lb.Labels(nil)
 	enh.resultMetric[str] = ret
 	return ret
 }
@@ -2200,7 +2219,7 @@ func (ev *evaluator) VectorscalarBinop(op parser.ItemType, lhs Vector, rhs Scala
 }
 
 func dropMetricName(l labels.Labels) labels.Labels {
-	return labels.NewBuilder(l).Del(labels.MetricName).Labels()
+	return labels.NewBuilder(l).Del(labels.MetricName).Labels(nil)
 }
 
 // scalarBinop evaluates a binary operation between two Scalars.
@@ -2322,7 +2341,7 @@ func (ev *evaluator) aggregation(op parser.ItemType, grouping []string, without
 			// operator is less frequently used than other aggregations, we're fine having to
 			// re-compute the grouping key on each step for this case.
 			grouping = append(grouping, valueLabel)
-			sort.Strings(grouping)
+			slices.Sort(grouping)
 			recomputeGroupingKey = true
 		}
 	}
@@ -2335,7 +2354,7 @@ func (ev *evaluator) aggregation(op parser.ItemType, grouping []string, without
 		if op == parser.COUNT_VALUES {
 			lb.Reset(metric)
 			lb.Set(valueLabel, strconv.FormatFloat(s.V, 'f', -1, 64))
-			metric = lb.Labels()
+			metric = lb.Labels(nil)
 
 			// We've changed the metric so we have to recompute the grouping key.
 			recomputeGroupingKey = true
@@ -2359,7 +2378,7 @@ func (ev *evaluator) aggregation(op parser.ItemType, grouping []string, without
 			} else {
 				lb.Keep(grouping...)
 			}
-			m := lb.Labels()
+			m := lb.Labels(nil)
 			newAgg := &groupedAggregation{
 				labels:     m,
 				value:      s.V,
diff --git a/promql/functions.go b/promql/functions.go
index dd148458d4c..8e9e6f96548 100644
--- a/promql/functions.go
+++ b/promql/functions.go
@@ -31,19 +31,20 @@ import (
 
 // FunctionCall is the type of a PromQL function implementation
 //
-// vals is a list of the evaluated arguments for the function call. For range
-// vectors it will be a Matrix with one series, instant vectors a Vector,
-// scalars a Vector with one series whose value is the scalar value,and nil for
-// strings.
+// vals is a list of the evaluated arguments for the function call.
+//
+// For range vectors it will be a Matrix with one series, instant vectors a
+// Vector, scalars a Vector with one series whose value is the scalar
+// value,and nil for strings.
 //
 // args are the original arguments to the function, where you can access
 // matrixSelectors, vectorSelectors, and StringLiterals.
 //
-// enh.Out is a pre-allocated empty vector that you may use to accumulate output
-// before returning it. The vectors in vals should not be returned.
+// enh.Out is a pre-allocated empty vector that you may use to accumulate
+// output before returning it. The vectors in vals should not be returned.a
 //
-// Range vector functions need only return a vector with the right value, the
-// metric and timestamp are not needed.
+// Range vector functions need only return a vector with the right value,
+// the metric and timestamp are not needed.
 //
 // Instant vector functions need only return a vector with the right values and
 // metrics, the timestamp are not needed.
@@ -956,7 +957,7 @@ func funcHistogramQuantile(vals []parser.Value, args parser.Expressions, enh *Ev
 		if !ok {
 			sample.Metric = labels.NewBuilder(sample.Metric).
 				Del(excludedLabels...).
-				Labels()
+				Labels(nil)
 
 			mb = &metricWithBuckets{sample.Metric, nil}
 			enh.signatureToMetricWithBuckets[string(enh.lblBuf)] = mb
@@ -1076,7 +1077,7 @@ func funcLabelReplace(vals []parser.Value, args parser.Expressions, enh *EvalNod
 				if len(res) > 0 {
 					lb.Set(dst, string(res))
 				}
-				outMetric = lb.Labels()
+				outMetric = lb.Labels(nil)
 				enh.Dmn[h] = outMetric
 			}
 		}
@@ -1144,7 +1145,7 @@ func funcLabelJoin(vals []parser.Value, args parser.Expressions, enh *EvalNodeHe
 				lb.Set(dst, strval)
 			}
 
-			outMetric = lb.Labels()
+			outMetric = lb.Labels(nil)
 			enh.Dmn[h] = outMetric
 		}
 
@@ -1400,14 +1401,14 @@ func createLabelsForAbsentFunction(expr parser.Expr) labels.Labels {
 			continue
 		}
 		if ma.Type == labels.MatchEqual && !m.Has(ma.Name) {
-			m = labels.NewBuilder(m).Set(ma.Name, ma.Value).Labels()
+			m = labels.NewBuilder(m).Set(ma.Name, ma.Value).Labels(nil)
 		} else {
 			empty = append(empty, ma.Name)
 		}
 	}
 
 	for _, v := range empty {
-		m = labels.NewBuilder(m).Del(v).Labels()
+		m = labels.NewBuilder(m).Del(v).Labels(nil)
 	}
 	return m
 }
diff --git a/promql/parser/ast.go b/promql/parser/ast.go
index 7ae7cb112bd..190af2d5905 100644
--- a/promql/parser/ast.go
+++ b/promql/parser/ast.go
@@ -28,13 +28,12 @@ import (
 // or a chain of function definitions (e.g. String(), PromQLExpr(), etc.) convention is
 // to list them as follows:
 //
-// 	- Statements
-// 	- statement types (alphabetical)
-// 	- ...
-// 	- Expressions
-// 	- expression types (alphabetical)
-// 	- ...
-//
+//   - Statements
+//   - statement types (alphabetical)
+//   - ...
+//   - Expressions
+//   - expression types (alphabetical)
+//   - ...
 type Node interface {
 	// String representation of the node that returns the given node when parsed
 	// as part of a valid query.
diff --git a/promql/query_logger.go b/promql/query_logger.go
index 2c324fb90b6..716e7749b9d 100644
--- a/promql/query_logger.go
+++ b/promql/query_logger.go
@@ -64,6 +64,7 @@ func logUnfinishedQueries(filename string, filesize int, logger log.Logger) {
 			level.Error(logger).Log("msg", "Failed to open query log file", "err", err)
 			return
 		}
+		defer fd.Close()
 
 		brokenJSON := make([]byte, filesize)
 		_, err = fd.Read(brokenJSON)
diff --git a/rules/alerting.go b/rules/alerting.go
index 4740d34572e..ccbb1b59233 100644
--- a/rules/alerting.go
+++ b/rules/alerting.go
@@ -25,7 +25,7 @@ import (
 	"github.com/go-kit/log/level"
 	"github.com/prometheus/common/model"
 	"go.uber.org/atomic"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/rulefmt"
@@ -226,7 +226,7 @@ func (r *AlertingRule) sample(alert *Alert, ts time.Time) promql.Sample {
 	lb.Set(alertStateLabel, alert.State.String())
 
 	s := promql.Sample{
-		Metric: lb.Labels(),
+		Metric: lb.Labels(nil),
 		Point:  promql.Point{T: timestamp.FromTime(ts), V: 1},
 	}
 	return s
@@ -244,7 +244,7 @@ func (r *AlertingRule) forStateSample(alert *Alert, ts time.Time, v float64) pro
 	lb.Set(labels.AlertName, r.name)
 
 	s := promql.Sample{
-		Metric: lb.Labels(),
+		Metric: lb.Labels(nil),
 		Point:  promql.Point{T: timestamp.FromTime(ts), V: v},
 	}
 	return s
@@ -373,7 +373,7 @@ func (r *AlertingRule) Eval(ctx context.Context, ts time.Time, query QueryFunc,
 			annotations = append(annotations, labels.Label{Name: a.Name, Value: expand(a.Value)})
 		}
 
-		lbs := lb.Labels()
+		lbs := lb.Labels(nil)
 		h := lbs.Hash()
 		resultFPs[h] = struct{}{}
 
diff --git a/rules/recording.go b/rules/recording.go
index 6d16a80b07e..35d49603294 100644
--- a/rules/recording.go
+++ b/rules/recording.go
@@ -20,7 +20,7 @@ import (
 	"time"
 
 	"go.uber.org/atomic"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/rulefmt"
@@ -89,7 +89,7 @@ func (rule *RecordingRule) Eval(ctx context.Context, ts time.Time, query QueryFu
 			lb.Set(l.Name, l.Value)
 		}
 
-		sample.Metric = lb.Labels()
+		sample.Metric = lb.Labels(nil)
 	}
 
 	// Check that the rule does not produce identical metrics after applying
diff --git a/scrape/manager.go b/scrape/manager.go
index 81ee4ff6354..d8a0ce72f9c 100644
--- a/scrape/manager.go
+++ b/scrape/manager.go
@@ -129,6 +129,9 @@ type Options struct {
 	// Option used by downstream scraper users like OpenTelemetry Collector
 	// to help lookup metric metadata. Should be false for Prometheus.
 	PassMetadataInContext bool
+	// Option to enable the experimental in-memory metadata storage and append
+	// metadata to the WAL.
+	EnableMetadataStorage bool
 	// Option to increase the interval used by scrape manager to throttle target groups updates.
 	DiscoveryReloadInterval model.Duration
 
diff --git a/scrape/scrape.go b/scrape/scrape.go
index 6cff605296b..839f753d58a 100644
--- a/scrape/scrape.go
+++ b/scrape/scrape.go
@@ -42,6 +42,7 @@ import (
 	"github.com/prometheus/prometheus/model/exemplar"
 	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/model/metadata"
 	"github.com/prometheus/prometheus/model/relabel"
 	"github.com/prometheus/prometheus/model/textparse"
 	"github.com/prometheus/prometheus/model/timestamp"
@@ -319,8 +320,8 @@ func newScrapePool(cfg *config.ScrapeConfig, app storage.Appendable, jitterSeed
 			opts.interval,
 			opts.timeout,
 			options.ExtraMetrics,
+			options.EnableMetadataStorage,
 			opts.target,
-			cache,
 			options.PassMetadataInContext,
 		)
 	}
@@ -677,7 +678,7 @@ func mutateSampleLabels(lset labels.Labels, target *Target, honor bool, rc []*re
 		}
 	}
 
-	res := lb.Labels()
+	res := lb.Labels(nil)
 
 	if len(rc) > 0 {
 		res = relabel.Process(res, rc...)
@@ -717,7 +718,7 @@ func mutateReportSampleLabels(lset labels.Labels, target *Target) labels.Labels
 		lb.Set(l.Name, l.Value)
 	}
 
-	return lb.Labels()
+	return lb.Labels(nil)
 }
 
 // appender returns an appender for ingested samples from the target.
@@ -874,7 +875,8 @@ type scrapeLoop struct {
 
 	disabledEndOfRunStalenessMarkers bool
 
-	reportExtraMetrics bool
+	reportExtraMetrics  bool
+	appendMetadataToWAL bool
 }
 
 // scrapeCache tracks mappings of exposed metric strings to label sets and
@@ -907,15 +909,15 @@ type scrapeCache struct {
 
 // metaEntry holds meta information about a metric.
 type metaEntry struct {
-	lastIter uint64 // Last scrape iteration the entry was observed at.
-	typ      textparse.MetricType
-	help     string
-	unit     string
+	metadata.Metadata
+
+	lastIter       uint64 // Last scrape iteration the entry was observed at.
+	lastIterChange uint64 // Last scrape iteration the entry was changed at.
 }
 
 func (m *metaEntry) size() int {
 	// The attribute lastIter although part of the struct it is not metadata.
-	return len(m.help) + len(m.unit) + len(m.typ)
+	return len(m.Help) + len(m.Unit) + len(m.Type)
 }
 
 func newScrapeCache() *scrapeCache {
@@ -1028,10 +1030,13 @@ func (c *scrapeCache) setType(metric []byte, t textparse.MetricType) {
 
 	e, ok := c.metadata[yoloString(metric)]
 	if !ok {
-		e = &metaEntry{typ: textparse.MetricTypeUnknown}
+		e = &metaEntry{Metadata: metadata.Metadata{Type: textparse.MetricTypeUnknown}}
 		c.metadata[string(metric)] = e
 	}
-	e.typ = t
+	if e.Type != t {
+		e.Type = t
+		e.lastIterChange = c.iter
+	}
 	e.lastIter = c.iter
 
 	c.metaMtx.Unlock()
@@ -1042,11 +1047,12 @@ func (c *scrapeCache) setHelp(metric, help []byte) {
 
 	e, ok := c.metadata[yoloString(metric)]
 	if !ok {
-		e = &metaEntry{typ: textparse.MetricTypeUnknown}
+		e = &metaEntry{Metadata: metadata.Metadata{Type: textparse.MetricTypeUnknown}}
 		c.metadata[string(metric)] = e
 	}
-	if e.help != yoloString(help) {
-		e.help = string(help)
+	if e.Help != yoloString(help) {
+		e.Help = string(help)
+		e.lastIterChange = c.iter
 	}
 	e.lastIter = c.iter
 
@@ -1058,11 +1064,12 @@ func (c *scrapeCache) setUnit(metric, unit []byte) {
 
 	e, ok := c.metadata[yoloString(metric)]
 	if !ok {
-		e = &metaEntry{typ: textparse.MetricTypeUnknown}
+		e = &metaEntry{Metadata: metadata.Metadata{Type: textparse.MetricTypeUnknown}}
 		c.metadata[string(metric)] = e
 	}
-	if e.unit != yoloString(unit) {
-		e.unit = string(unit)
+	if e.Unit != yoloString(unit) {
+		e.Unit = string(unit)
+		e.lastIterChange = c.iter
 	}
 	e.lastIter = c.iter
 
@@ -1079,9 +1086,9 @@ func (c *scrapeCache) GetMetadata(metric string) (MetricMetadata, bool) {
 	}
 	return MetricMetadata{
 		Metric: metric,
-		Type:   m.typ,
-		Help:   m.help,
-		Unit:   m.unit,
+		Type:   m.Type,
+		Help:   m.Help,
+		Unit:   m.Unit,
 	}, true
 }
 
@@ -1094,9 +1101,9 @@ func (c *scrapeCache) ListMetadata() []MetricMetadata {
 	for m, e := range c.metadata {
 		res = append(res, MetricMetadata{
 			Metric: m,
-			Type:   e.typ,
-			Help:   e.help,
-			Unit:   e.unit,
+			Type:   e.Type,
+			Help:   e.Help,
+			Unit:   e.Unit,
 		})
 	}
 	return res
@@ -1136,8 +1143,8 @@ func newScrapeLoop(ctx context.Context,
 	interval time.Duration,
 	timeout time.Duration,
 	reportExtraMetrics bool,
+	appendMetadataToWAL bool,
 	target *Target,
-	metricMetadataStore MetricMetadataStore,
 	passMetadataInContext bool,
 ) *scrapeLoop {
 	if l == nil {
@@ -1179,6 +1186,7 @@ func newScrapeLoop(ctx context.Context,
 		interval:            interval,
 		timeout:             timeout,
 		reportExtraMetrics:  reportExtraMetrics,
+		appendMetadataToWAL: appendMetadataToWAL,
 	}
 	sl.ctx, sl.cancel = context.WithCancel(ctx)
 
@@ -1458,12 +1466,36 @@ func (sl *scrapeLoop) append(app storage.Appender, b []byte, contentType string,
 	}
 
 	var (
-		defTime        = timestamp.FromTime(ts)
-		appErrs        = appendErrors{}
-		sampleLimitErr error
-		e              exemplar.Exemplar // escapes to heap so hoisted out of loop
+		defTime         = timestamp.FromTime(ts)
+		appErrs         = appendErrors{}
+		sampleLimitErr  error
+		e               exemplar.Exemplar // escapes to heap so hoisted out of loop
+		meta            metadata.Metadata
+		metadataChanged bool
 	)
 
+	// updateMetadata updates the current iteration's metadata object and the
+	// metadataChanged value if we have metadata in the scrape cache AND the
+	// labelset is for a new series or the metadata for this series has just
+	// changed. It returns a boolean based on whether the metadata was updated.
+	updateMetadata := func(lset labels.Labels, isNewSeries bool) bool {
+		if !sl.appendMetadataToWAL {
+			return false
+		}
+
+		sl.cache.metaMtx.Lock()
+		defer sl.cache.metaMtx.Unlock()
+		metaEntry, metaOk := sl.cache.metadata[yoloString([]byte(lset.Get(labels.MetricName)))]
+		if metaOk && (isNewSeries || metaEntry.lastIterChange == sl.cache.iter) {
+			metadataChanged = true
+			meta.Type = metaEntry.Type
+			meta.Unit = metaEntry.Unit
+			meta.Help = metaEntry.Help
+			return true
+		}
+		return false
+	}
+
 	// Take an appender with limits.
 	app = appender(app, sl.sampleLimit)
 
@@ -1524,6 +1556,10 @@ loop:
 			t = *parsedTimestamp
 		}
 
+		// Zero metadata out for current iteration until it's resolved.
+		meta = metadata.Metadata{}
+		metadataChanged = false
+
 		if sl.cache.getDropped(yoloString(met)) {
 			continue
 		}
@@ -1538,6 +1574,9 @@ loop:
 		if ok {
 			ref = ce.ref
 			lset = ce.lset
+
+			// Update metadata only if it changed in the current iteration.
+			updateMetadata(lset, false)
 		} else {
 			mets = p.Metric(&lset)
 			hash = lset.Hash()
@@ -1562,6 +1601,9 @@ loop:
 				targetScrapePoolExceededLabelLimits.Inc()
 				break loop
 			}
+
+			// Append metadata for new series if they were present.
+			updateMetadata(lset, true)
 		}
 
 		if isHistogram {
@@ -1607,6 +1649,12 @@ loop:
 			e = exemplar.Exemplar{} // reset for next time round loop
 		}
 
+		if sl.appendMetadataToWAL && metadataChanged {
+			if _, merr := app.UpdateMetadata(ref, lset, meta); merr != nil {
+				// No need to fail the scrape on errors appending metadata.
+				level.Debug(sl.l).Log("msg", "Error when appending metadata in scrape loop", "ref", fmt.Sprintf("%d", ref), "metadata", fmt.Sprintf("%+v", meta), "err", merr)
+			}
+		}
 	}
 	if sampleLimitErr != nil {
 		if err == nil {
diff --git a/scrape/target.go b/scrape/target.go
index 55d6d29d779..f546239542c 100644
--- a/scrape/target.go
+++ b/scrape/target.go
@@ -374,7 +374,7 @@ func PopulateLabels(lset labels.Labels, cfg *config.ScrapeConfig, noDefaultPort
 		}
 	}
 
-	preRelabelLabels := lb.Labels()
+	preRelabelLabels := lb.Labels(nil)
 	lset = relabel.Process(preRelabelLabels, cfg.RelabelConfigs...)
 
 	// Check if the target was dropped.
@@ -472,7 +472,7 @@ func PopulateLabels(lset labels.Labels, cfg *config.ScrapeConfig, noDefaultPort
 		lb.Set(model.InstanceLabel, addr)
 	}
 
-	res = lb.Labels()
+	res = lb.Labels(nil)
 	for _, l := range res {
 		// Check label values are valid, drop the target if not.
 		if !model.LabelValue(l.Value).IsValid() {
diff --git a/scripts/compress_assets.sh b/scripts/compress_assets.sh
index 58486089e13..615e30c43c5 100755
--- a/scripts/compress_assets.sh
+++ b/scripts/compress_assets.sh
@@ -6,6 +6,11 @@ set -euo pipefail
 
 cd web/ui
 cp embed.go.tmpl embed.go
+
+GZIP_OPTS="-fk"
+# gzip option '-k' may not always exist in the latest gzip available on different distros.
+if ! gzip -k -h &>/dev/null; then GZIP_OPTS="-f"; fi
+
 find static -type f -name '*.gz' -delete
-find static -type f -exec gzip -fk '{}' \; -print0 | xargs -0 -I % echo %.gz | xargs echo //go:embed >> embed.go
+find static -type f -exec gzip $GZIP_OPTS '{}' \; -print0 | xargs -0 -I % echo %.gz | xargs echo //go:embed >> embed.go
 echo var EmbedFS embed.FS >> embed.go
diff --git a/scripts/npm-deps.sh b/scripts/npm-deps.sh
index 3ef3f718313..73b5ecac276 100755
--- a/scripts/npm-deps.sh
+++ b/scripts/npm-deps.sh
@@ -1,15 +1,21 @@
 #!/bin/bash
 
+set -e
+
+current=$(pwd)
+root_ui_folder=${current}/web/ui
+
 function ncu() {
     target=$1
     npx npm-check-updates -u --target "${target}"
 }
 
-cd web/ui
-for workspace in $(npm ls --production --depth 1 -json | jq -r '.dependencies[].resolved[8:]'); do
+cd "${root_ui_folder}"
+
+for workspace in $(jq -r '.workspaces[]' < package.json); do
   cd "${workspace}"
   ncu "$1"
-  cd ../
+  cd "${root_ui_folder}"
 done
 
 ncu "$1"
diff --git a/scripts/sync_repo_files.sh b/scripts/sync_repo_files.sh
index 910d16faadc..3c987f07eef 100755
--- a/scripts/sync_repo_files.sh
+++ b/scripts/sync_repo_files.sh
@@ -47,12 +47,6 @@ source_dir="$(pwd)"
 tmp_dir="$(mktemp -d)"
 trap 'rm -rf "${tmp_dir}"' EXIT
 
-prometheus_orb_version="$(yq eval '.orbs.prometheus' .circleci/config.yml)"
-if [[ -z "${prometheus_orb_version}" ]]; then
-  echo_red '"ERROR: Unable to get CircleCI orb version'
-  exit 1
-fi
-
 ## Internal functions
 github_api() {
   local url
@@ -105,24 +99,6 @@ check_go() {
   curl -sLf -o /dev/null "https://raw.githubusercontent.com/${org_repo}/${default_branch}/go.mod"
 }
 
-check_circleci_orb() {
-  local org_repo
-  local default_branch
-  org_repo="$1"
-  default_branch="$2"
-  local ci_config_url="https://raw.githubusercontent.com/${org_repo}/${default_branch}/.circleci/config.yml"
-
-  orb_version="$(curl -sL --fail "${ci_config_url}" | yq eval '.orbs.prometheus' -)"
-  if [[ -z "${orb_version}" ]]; then
-    echo_yellow "WARNING: Failed to fetch CirleCI orb version from '${org_repo}'"
-    return 0
-  fi
-
-  if [[ "${orb_version}" != "null" && "${orb_version}" != "${prometheus_orb_version}" ]]; then
-    echo "CircleCI-orb"
-  fi
-}
-
 process_repo() {
   local org_repo
   local default_branch
@@ -168,13 +144,6 @@ process_repo() {
     needs_update+=("${source_file}")
   done
 
-  local circleci
-  circleci="$(check_circleci_orb "${org_repo}" "${default_branch}")"
-  if [[ -n "${circleci}" ]]; then
-    echo "${circleci} needs updating."
-    needs_update+=("${circleci}")
-  fi
-
   if [[ "${#needs_update[@]}" -eq 0 ]] ; then
     echo "No files need sync."
     return
@@ -191,7 +160,6 @@ process_repo() {
   # Update the files in target repo by one from prometheus/prometheus.
   for source_file in "${needs_update[@]}"; do
     case "${source_file}" in
-      CircleCI-orb) yq eval -i ".orbs.prometheus = \"${prometheus_orb_version}\"" .circleci/config.yml ;;
       *) cp -f "${source_dir}/${source_file}" "./${source_file}" ;;
     esac
   done
diff --git a/storage/interface.go b/storage/interface.go
index e535549a934..9df4b75f5be 100644
--- a/storage/interface.go
+++ b/storage/interface.go
@@ -28,19 +28,24 @@ import (
 
 // The errors exposed.
 var (
-	ErrNotFound                      = errors.New("not found")
-	ErrOutOfOrderSample              = errors.New("out of order sample")
+	ErrNotFound = errors.New("not found")
+	// ErrOutOfOrderSample is when out of order support is disabled and the sample is out of order.
+	ErrOutOfOrderSample = errors.New("out of order sample")
+	// ErrOutOfBounds is when out of order support is disabled and the sample is older than the min valid time for the append.
+	ErrOutOfBounds = errors.New("out of bounds")
+	// ErrTooOldSample is when out of order support is enabled but the sample is outside the time window allowed.
+	ErrTooOldSample = errors.New("too old sample")
+	// ErrDuplicateSampleForTimestamp is when the sample has same timestamp but different value.
 	ErrDuplicateSampleForTimestamp   = errors.New("duplicate sample for timestamp")
-	ErrOutOfBounds                   = errors.New("out of bounds")
 	ErrOutOfOrderExemplar            = errors.New("out of order exemplar")
 	ErrDuplicateExemplar             = errors.New("duplicate exemplar")
 	ErrExemplarLabelLength           = fmt.Errorf("label length for exemplar exceeds maximum of %d UTF-8 characters", exemplar.ExemplarMaxLabelSetLength)
 	ErrExemplarsDisabled             = fmt.Errorf("exemplar storage is disabled or max exemplars is less than or equal to 0")
 	ErrNativeHistogramsDisabled      = fmt.Errorf("native histograms are disabled")
+	ErrHistogramCountNotBigEnough    = errors.New("histogram's observation count should be at least the number of observations found in the buckets")
+	ErrHistogramNegativeBucketCount  = errors.New("histogram has a bucket whose observation count is negative")
 	ErrHistogramSpanNegativeOffset   = errors.New("histogram has a span whose offset is negative")
 	ErrHistogramSpansBucketsMismatch = errors.New("histogram spans specify different number of buckets than provided")
-	ErrHistogramNegativeBucketCount  = errors.New("histogram has a bucket whose observation count is negative")
-	ErrHistogramCountNotBigEnough    = errors.New("histogram's observation count should be at least the number of observations found in the buckets")
 )
 
 // SeriesRef is a generic series reference. In prometheus it is either a
diff --git a/storage/merge.go b/storage/merge.go
index ac7d1984529..258e4e3120f 100644
--- a/storage/merge.go
+++ b/storage/merge.go
@@ -18,9 +18,10 @@ import (
 	"container/heap"
 	"fmt"
 	"math"
-	"sort"
 	"sync"
 
+	"golang.org/x/exp/slices"
+
 	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/tsdb/chunkenc"
@@ -241,7 +242,7 @@ func (q *mergeGenericQuerier) LabelNames(matchers ...*labels.Matcher) ([]string,
 	for name := range labelNamesMap {
 		labelNames = append(labelNames, name)
 	}
-	sort.Strings(labelNames)
+	slices.Sort(labelNames)
 	return labelNames, warnings, nil
 }
 
@@ -740,3 +741,56 @@ func (h *chunkIteratorHeap) Pop() interface{} {
 	*h = old[0 : n-1]
 	return x
 }
+
+// NewConcatenatingChunkSeriesMerger returns a VerticalChunkSeriesMergeFunc that simply concatenates the
+// chunks from the series. The resultant stream of chunks for a series might be overlapping and unsorted.
+func NewConcatenatingChunkSeriesMerger() VerticalChunkSeriesMergeFunc {
+	return func(series ...ChunkSeries) ChunkSeries {
+		if len(series) == 0 {
+			return nil
+		}
+		return &ChunkSeriesEntry{
+			Lset: series[0].Labels(),
+			ChunkIteratorFn: func() chunks.Iterator {
+				iterators := make([]chunks.Iterator, 0, len(series))
+				for _, s := range series {
+					iterators = append(iterators, s.Iterator())
+				}
+				return &concatenatingChunkIterator{
+					iterators: iterators,
+				}
+			},
+		}
+	}
+}
+
+type concatenatingChunkIterator struct {
+	iterators []chunks.Iterator
+	idx       int
+
+	curr chunks.Meta
+}
+
+func (c *concatenatingChunkIterator) At() chunks.Meta {
+	return c.curr
+}
+
+func (c *concatenatingChunkIterator) Next() bool {
+	if c.idx >= len(c.iterators) {
+		return false
+	}
+	if c.iterators[c.idx].Next() {
+		c.curr = c.iterators[c.idx].At()
+		return true
+	}
+	c.idx++
+	return c.Next()
+}
+
+func (c *concatenatingChunkIterator) Err() error {
+	errs := tsdb_errors.NewMulti()
+	for _, iter := range c.iterators {
+		errs.Add(iter.Err())
+	}
+	return errs.Err()
+}
diff --git a/storage/remote/storage.go b/storage/remote/storage.go
index 4de015e7396..88892e62e3c 100644
--- a/storage/remote/storage.go
+++ b/storage/remote/storage.go
@@ -120,7 +120,7 @@ func (s *Storage) ApplyConfig(conf *config.Config) error {
 
 		externalLabels := conf.GlobalConfig.ExternalLabels
 		if !rrConf.FilterExternalLabels {
-			externalLabels = make(labels.Labels, 0)
+			externalLabels = labels.EmptyLabels()
 		}
 		queryables = append(queryables, NewSampleAndChunkQueryableClient(
 			c,
diff --git a/tsdb/agent/db.go b/tsdb/agent/db.go
index f5dbf90cdec..985e24d95a0 100644
--- a/tsdb/agent/db.go
+++ b/tsdb/agent/db.go
@@ -318,13 +318,16 @@ func validateOptions(opts *Options) *Options {
 		opts.TruncateFrequency = DefaultTruncateFrequency
 	}
 	if opts.MinWALTime <= 0 {
-		opts.MinWALTime = 0
+		opts.MinWALTime = DefaultMinWALTime
 	}
 	if opts.MaxWALTime <= 0 {
 		opts.MaxWALTime = DefaultMaxWALTime
 	}
+	if opts.MinWALTime > opts.MaxWALTime {
+		opts.MaxWALTime = opts.MinWALTime
+	}
 
-	if t := int64(opts.TruncateFrequency * time.Hour / time.Millisecond); opts.MaxWALTime < t {
+	if t := int64(opts.TruncateFrequency / time.Millisecond); opts.MaxWALTime < t {
 		opts.MaxWALTime = t
 	}
 	return opts
@@ -568,8 +571,7 @@ func (db *DB) truncate(mint int64) error {
 
 	// Start a new segment so low ingestion volume instances don't have more WAL
 	// than needed.
-	err = db.wal.NextSegment()
-	if err != nil {
+	if _, err := db.wal.NextSegment(); err != nil {
 		return errors.Wrap(err, "next segment")
 	}
 
diff --git a/tsdb/block.go b/tsdb/block.go
index 6b8b65dda7a..b06f0940a15 100644
--- a/tsdb/block.go
+++ b/tsdb/block.go
@@ -19,13 +19,13 @@ import (
 	"io"
 	"os"
 	"path/filepath"
-	"sort"
 	"sync"
 
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
 	"github.com/oklog/ulid"
 	"github.com/pkg/errors"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/storage"
@@ -116,7 +116,7 @@ type ChunkWriter interface {
 // ChunkReader provides reading access of serialized time series data.
 type ChunkReader interface {
 	// Chunk returns the series data chunk with the given reference.
-	Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error)
+	Chunk(meta chunks.Meta) (chunkenc.Chunk, error)
 
 	// Close releases all underlying resources of the reader.
 	Close() error
@@ -189,12 +189,39 @@ type BlockMetaCompaction struct {
 	// this block.
 	Parents []BlockDesc `json:"parents,omitempty"`
 	Failed  bool        `json:"failed,omitempty"`
+	// Additional information about the compaction, for example, block created from out-of-order chunks.
+	Hints []string `json:"hints,omitempty"`
+}
+
+func (bm *BlockMetaCompaction) SetOutOfOrder() {
+	if bm.containsHint(CompactionHintFromOutOfOrder) {
+		return
+	}
+	bm.Hints = append(bm.Hints, CompactionHintFromOutOfOrder)
+	slices.Sort(bm.Hints)
+}
+
+func (bm *BlockMetaCompaction) FromOutOfOrder() bool {
+	return bm.containsHint(CompactionHintFromOutOfOrder)
+}
+
+func (bm *BlockMetaCompaction) containsHint(hint string) bool {
+	for _, h := range bm.Hints {
+		if h == hint {
+			return true
+		}
+	}
+	return false
 }
 
 const (
 	indexFilename = "index"
 	metaFilename  = "meta.json"
 	metaVersion1  = 1
+
+	// CompactionHintFromOutOfOrder is a hint noting that the block
+	// was created from out-of-order chunks.
+	CompactionHintFromOutOfOrder = "from-out-of-order"
 )
 
 func chunkDir(dir string) string { return filepath.Join(dir, "chunks") }
@@ -436,7 +463,7 @@ func (r blockIndexReader) SortedLabelValues(name string, matchers ...*labels.Mat
 	} else {
 		st, err = r.LabelValues(name, matchers...)
 		if err == nil {
-			sort.Strings(st)
+			slices.Sort(st)
 		}
 	}
 
diff --git a/tsdb/blockwriter.go b/tsdb/blockwriter.go
index 459179e45b6..0d017e095f4 100644
--- a/tsdb/blockwriter.go
+++ b/tsdb/blockwriter.go
@@ -39,7 +39,7 @@ type BlockWriter struct {
 }
 
 // ErrNoSeriesAppended is returned if the series count is zero while flushing blocks.
-var ErrNoSeriesAppended error = errors.New("no series appended, aborting")
+var ErrNoSeriesAppended = errors.New("no series appended, aborting")
 
 // NewBlockWriter create a new block writer.
 //
@@ -72,7 +72,7 @@ func (w *BlockWriter) initHead() error {
 	opts.ChunkRange = w.blockSize
 	opts.ChunkDirRoot = w.chunkDir
 	opts.EnableNativeHistograms.Store(true)
-	h, err := NewHead(nil, w.logger, nil, opts, NewHeadStats())
+	h, err := NewHead(nil, w.logger, nil, nil, opts, NewHeadStats())
 	if err != nil {
 		return errors.Wrap(err, "tsdb.NewHead")
 	}
diff --git a/tsdb/chunkenc/bstream.go b/tsdb/chunkenc/bstream.go
index 833c9794b6b..60531023ba3 100644
--- a/tsdb/chunkenc/bstream.go
+++ b/tsdb/chunkenc/bstream.go
@@ -119,11 +119,18 @@ type bstreamReader struct {
 
 	buffer uint64 // The current buffer, filled from the stream, containing up to 8 bytes from which read bits.
 	valid  uint8  // The number of right-most bits valid to read (from left) in the current 8 byte buffer.
+	last   byte   // A copy of the last byte of the stream.
 }
 
 func newBReader(b []byte) bstreamReader {
+	// The last byte of the stream can be updated later, so we take a copy.
+	var last byte
+	if len(b) > 0 {
+		last = b[len(b)-1]
+	}
 	return bstreamReader{
 		stream: b,
+		last:   last,
 	}
 }
 
@@ -223,17 +230,24 @@ func (b *bstreamReader) loadNextBuffer(nbits uint8) bool {
 		return true
 	}
 
-	// We're here if the are 8 or less bytes left in the stream. Since this reader needs
-	// to handle race conditions with concurrent writes happening on the very last byte
-	// we make sure to never over more than the minimum requested bits (rounded up to
-	// the next byte). The following code is slower but called less frequently.
+	// We're here if there are 8 or less bytes left in the stream.
+	// The following code is slower but called less frequently.
 	nbytes := int((nbits / 8) + 1)
 	if b.streamOffset+nbytes > len(b.stream) {
 		nbytes = len(b.stream) - b.streamOffset
 	}
 
 	buffer := uint64(0)
-	for i := 0; i < nbytes; i++ {
+	skip := 0
+	if b.streamOffset+nbytes == len(b.stream) {
+		// There can be concurrent writes happening on the very last byte
+		// of the stream, so use the copy we took at initialization time.
+		buffer = buffer | uint64(b.last)
+		// Read up to the byte before
+		skip = 1
+	}
+
+	for i := 0; i < nbytes-skip; i++ {
 		buffer = buffer | (uint64(b.stream[b.streamOffset+i]) << uint(8*(nbytes-i-1)))
 	}
 
diff --git a/tsdb/chunkenc/chunk.go b/tsdb/chunkenc/chunk.go
index 7db5f0cbde8..0b7117ce9ee 100644
--- a/tsdb/chunkenc/chunk.go
+++ b/tsdb/chunkenc/chunk.go
@@ -44,13 +44,20 @@ func (e Encoding) String() string {
 	return "<unknown>"
 }
 
+// Chunk encodings for out-of-order chunks.
+// These encodings must be only used by the Head block for its internal bookkeeping.
+const (
+	OutOfOrderMask = 0b10000000
+	EncOOOXOR      = EncXOR | OutOfOrderMask
+)
+
+func IsOutOfOrderChunk(e Encoding) bool {
+	return (e & OutOfOrderMask) != 0
+}
+
 // IsValidEncoding returns true for supported encodings.
 func IsValidEncoding(e Encoding) bool {
-	switch e {
-	case EncXOR, EncHistogram:
-		return true
-	}
-	return false
+	return e == EncXOR || e == EncOOOXOR || e == EncHistogram
 }
 
 // Chunk holds a sequence of sample pairs that can be iterated over and appended to.
@@ -243,7 +250,7 @@ func NewPool() Pool {
 
 func (p *pool) Get(e Encoding, b []byte) (Chunk, error) {
 	switch e {
-	case EncXOR:
+	case EncXOR, EncOOOXOR:
 		c := p.xor.Get().(*XORChunk)
 		c.b.stream = b
 		c.b.count = 0
@@ -259,7 +266,7 @@ func (p *pool) Get(e Encoding, b []byte) (Chunk, error) {
 
 func (p *pool) Put(c Chunk) error {
 	switch c.Encoding() {
-	case EncXOR:
+	case EncXOR, EncOOOXOR:
 		xc, ok := c.(*XORChunk)
 		// This may happen often with wrapped chunks. Nothing we can really do about
 		// it but returning an error would cause a lot of allocations again. Thus,
@@ -292,7 +299,7 @@ func (p *pool) Put(c Chunk) error {
 // bytes.
 func FromData(e Encoding, d []byte) (Chunk, error) {
 	switch e {
-	case EncXOR:
+	case EncXOR, EncOOOXOR:
 		return &XORChunk{b: bstream{count: 0, stream: d}}, nil
 	case EncHistogram:
 		return &HistogramChunk{b: bstream{count: 0, stream: d}}, nil
diff --git a/tsdb/chunkenc/histogram.go b/tsdb/chunkenc/histogram.go
index 232cf067a0c..aeabd256f7e 100644
--- a/tsdb/chunkenc/histogram.go
+++ b/tsdb/chunkenc/histogram.go
@@ -29,10 +29,10 @@ import (
 // delta of the delta to the previous number, xor = what we do for regular
 // sample values):
 //
-//   field →    ts    count zeroCount sum []posbuckets []negbuckets
-//   sample 1   raw   raw   raw       raw []raw        []raw
-//   sample 2   delta delta delta     xor []delta      []delta
-//   sample >2  dod   dod   dod       xor []dod        []dod
+//	field →    ts    count zeroCount sum []posbuckets []negbuckets
+//	sample 1   raw   raw   raw       raw []raw        []raw
+//	sample 2   delta delta delta     xor []delta      []delta
+//	sample >2  dod   dod   dod       xor []dod        []dod
 type HistogramChunk struct {
 	b bstream
 }
@@ -738,6 +738,7 @@ func (it *histogramIterator) Next() ValueType {
 		}
 		it.sum = math.Float64frombits(sum)
 
+		var current int64
 		for i := range it.pBuckets {
 			v, err := readVarbitInt(&it.br)
 			if err != nil {
@@ -745,8 +746,10 @@ func (it *histogramIterator) Next() ValueType {
 				return ValNone
 			}
 			it.pBuckets[i] = v
-			it.pFloatBuckets[i] = float64(v)
+			current += it.pBuckets[i]
+			it.pFloatBuckets[i] = float64(current)
 		}
+		current = 0
 		for i := range it.nBuckets {
 			v, err := readVarbitInt(&it.br)
 			if err != nil {
@@ -754,7 +757,8 @@ func (it *histogramIterator) Next() ValueType {
 				return ValNone
 			}
 			it.nBuckets[i] = v
-			it.nFloatBuckets[i] = float64(v)
+			current += it.nBuckets[i]
+			it.nFloatBuckets[i] = float64(current)
 		}
 
 		it.numRead++
diff --git a/tsdb/chunkenc/histogram_meta.go b/tsdb/chunkenc/histogram_meta.go
index dbf21224137..7a4407305ca 100644
--- a/tsdb/chunkenc/histogram_meta.go
+++ b/tsdb/chunkenc/histogram_meta.go
@@ -94,18 +94,18 @@ func readHistogramChunkLayoutSpans(b *bstreamReader) ([]histogram.Span, error) {
 //
 // * If the threshold is 0, store a single zero byte.
 //
-// * If the threshold is a power of 2 between (and including) 2^-243 and 2^10,
-//   take the exponent from the IEEE 754 representation of the threshold, which
-//   covers a range between (and including) -242 and 11. (2^-243 is 0.5*2^-242
-//   in IEEE 754 representation, and 2^10 is 0.5*2^11.) Add 243 to the exponent
-//   and store the result (which will be between 1 and 254) as a single
-//   byte. Note that small powers of two are preferred values for the zero
-//   threshold. The default value for the zero threshold is 2^-128 (or
-//   0.5*2^-127 in IEEE 754 representation) and will therefore be encoded as a
-//   single byte (with value 116).
+//   - If the threshold is a power of 2 between (and including) 2^-243 and 2^10,
+//     take the exponent from the IEEE 754 representation of the threshold, which
+//     covers a range between (and including) -242 and 11. (2^-243 is 0.5*2^-242
+//     in IEEE 754 representation, and 2^10 is 0.5*2^11.) Add 243 to the exponent
+//     and store the result (which will be between 1 and 254) as a single
+//     byte. Note that small powers of two are preferred values for the zero
+//     threshold. The default value for the zero threshold is 2^-128 (or
+//     0.5*2^-127 in IEEE 754 representation) and will therefore be encoded as a
+//     single byte (with value 116).
 //
-// * In all other cases, store 255 as a single byte, followed by the 8 bytes of
-//   the threshold as a float64, i.e. taking 9 bytes in total.
+//   - In all other cases, store 255 as a single byte, followed by the 8 bytes of
+//     the threshold as a float64, i.e. taking 9 bytes in total.
 func putZeroThreshold(b *bstream, threshold float64) {
 	if threshold == 0 {
 		b.writeByte(0)
@@ -199,11 +199,11 @@ type Interjection struct {
 //
 // Let's say the old buckets look like this:
 //
-//   span syntax: [offset, length]
-//   spans      : [ 0 , 2 ]               [2,1]                   [ 3 , 2 ]                     [3,1]       [1,1]
-//   bucket idx : [0]   [1]    2     3    [4]    5     6     7    [8]   [9]    10    11    12   [13]   14   [15]
-//   raw values    6     3                 3                       2     4                       5           1
-//   deltas        6    -3                 0                      -1     2                       1          -4
+//	span syntax: [offset, length]
+//	spans      : [ 0 , 2 ]               [2,1]                   [ 3 , 2 ]                     [3,1]       [1,1]
+//	bucket idx : [0]   [1]    2     3    [4]    5     6     7    [8]   [9]    10    11    12   [13]   14   [15]
+//	raw values    6     3                 3                       2     4                       5           1
+//	deltas        6    -3                 0                      -1     2                       1          -4
 //
 // But now we introduce a new bucket layout. (Carefully chosen example where we
 // have a span appended, one unchanged[*], one prepended, and two merge - in
@@ -213,12 +213,12 @@ type Interjection struct {
 // that, their offset needs to change if "disrupted" by spans changing ahead of
 // them
 //
-//                                         \/ this one is "unchanged"
-//   spans      : [  0  ,  3    ]         [1,1]       [    1    ,   4     ]                     [  3  ,   3    ]
-//   bucket idx : [0]   [1]   [2]    3    [4]    5    [6]   [7]   [8]   [9]    10    11    12   [13]  [14]  [15]
-//   raw values    6     3     0           3           0     0     2     4                       5     0     1
-//   deltas        6    -3    -3           3          -3     0     2     2                       1    -5     1
-//   delta mods:                          / \                     / \                                       / \
+//	                                      \/ this one is "unchanged"
+//	spans      : [  0  ,  3    ]         [1,1]       [    1    ,   4     ]                     [  3  ,   3    ]
+//	bucket idx : [0]   [1]   [2]    3    [4]    5    [6]   [7]   [8]   [9]    10    11    12   [13]  [14]  [15]
+//	raw values    6     3     0           3           0     0     2     4                       5     0     1
+//	deltas        6    -3    -3           3          -3     0     2     2                       1    -5     1
+//	delta mods:                          / \                     / \                                       / \
 //
 // Note that whenever any new buckets are introduced, the subsequent "old"
 // bucket needs to readjust its delta to the new base of 0. Thus, for the caller
diff --git a/tsdb/chunkenc/xor.go b/tsdb/chunkenc/xor.go
index 50d6a1d30f3..cf0a265d270 100644
--- a/tsdb/chunkenc/xor.go
+++ b/tsdb/chunkenc/xor.go
@@ -91,6 +91,8 @@ func (c *XORChunk) Compact() {
 }
 
 // Appender implements the Chunk interface.
+// It is not valid to call Appender() multiple times concurrently or to use multiple
+// Appenders on the same chunk.
 func (c *XORChunk) Appender() (Appender, error) {
 	it := c.iterator(nil)
 
@@ -118,9 +120,6 @@ func (c *XORChunk) Appender() (Appender, error) {
 }
 
 func (c *XORChunk) iterator(it Iterator) *xorIterator {
-	// Should iterators guarantee to act on a copy of the data so it doesn't lock append?
-	// When using striped locks to guard access to chunks, probably yes.
-	// Could only copy data if the chunk is not completed yet.
 	if xorIter, ok := it.(*xorIterator); ok {
 		xorIter.Reset(c.b.bytes())
 		return xorIter
@@ -135,6 +134,9 @@ func (c *XORChunk) iterator(it Iterator) *xorIterator {
 }
 
 // Iterator implements the Chunk interface.
+// Iterator() must not be called concurrently with any modifications to the chunk,
+// but after it returns you can use an Iterator concurrently with an Appender or
+// other Iterators.
 func (c *XORChunk) Iterator(it Iterator) Iterator {
 	return c.iterator(it)
 }
@@ -501,3 +503,12 @@ func xorRead(
 	newValue = math.Float64frombits(vbits)
 	return
 }
+
+// OOOXORChunk holds a XORChunk and overrides the Encoding() method.
+type OOOXORChunk struct {
+	*XORChunk
+}
+
+func (c *OOOXORChunk) Encoding() Encoding {
+	return EncOOOXOR
+}
diff --git a/tsdb/chunks/chunks.go b/tsdb/chunks/chunks.go
index 72cb0311bc0..6d04998e803 100644
--- a/tsdb/chunks/chunks.go
+++ b/tsdb/chunks/chunks.go
@@ -81,9 +81,10 @@ func (p HeadChunkRef) Unpack() (HeadSeriesRef, HeadChunkID) {
 // HeadChunkID refers to a specific chunk in a series (memSeries) in the Head.
 // Each memSeries has its own monotonically increasing number to refer to its chunks.
 // If the HeadChunkID value is...
-// * memSeries.firstChunkID+len(memSeries.mmappedChunks), it's the head chunk.
-// * less than the above, but >= memSeries.firstID, then it's
-//   memSeries.mmappedChunks[i] where i = HeadChunkID - memSeries.firstID.
+//   - memSeries.firstChunkID+len(memSeries.mmappedChunks), it's the head chunk.
+//   - less than the above, but >= memSeries.firstID, then it's
+//     memSeries.mmappedChunks[i] where i = HeadChunkID - memSeries.firstID.
+//
 // Example:
 // assume a memSeries.firstChunkID=7 and memSeries.mmappedChunks=[p5,p6,p7,p8,p9].
 // | HeadChunkID value | refers to ...                                                                          |
@@ -120,6 +121,15 @@ type Meta struct {
 	// Time range the data covers.
 	// When MaxTime == math.MaxInt64 the chunk is still open and being appended to.
 	MinTime, MaxTime int64
+
+	// OOOLastRef, OOOLastMinTime and OOOLastMaxTime are kept as markers for
+	// overlapping chunks.
+	// These fields point to the last created out of order Chunk (the head) that existed
+	// when Series() was called and was overlapping.
+	// Series() and Chunk() method responses should be consistent for the same
+	// query even if new data is added in between the calls.
+	OOOLastRef                     ChunkRef
+	OOOLastMinTime, OOOLastMaxTime int64
 }
 
 // Iterator iterates over the chunks of a single time series.
@@ -555,8 +565,8 @@ func (s *Reader) Size() int64 {
 }
 
 // Chunk returns a chunk from a given reference.
-func (s *Reader) Chunk(ref ChunkRef) (chunkenc.Chunk, error) {
-	sgmIndex, chkStart := BlockChunkRef(ref).Unpack()
+func (s *Reader) Chunk(meta Meta) (chunkenc.Chunk, error) {
+	sgmIndex, chkStart := BlockChunkRef(meta.Ref).Unpack()
 
 	if sgmIndex >= len(s.bs) {
 		return nil, errors.Errorf("segment index %d out of range", sgmIndex)
diff --git a/tsdb/chunks/head_chunks.go b/tsdb/chunks/head_chunks.go
index edd7dd5419c..a0bd735b8be 100644
--- a/tsdb/chunks/head_chunks.go
+++ b/tsdb/chunks/head_chunks.go
@@ -21,7 +21,6 @@ import (
 	"io"
 	"os"
 	"path/filepath"
-	"sort"
 	"strconv"
 	"sync"
 
@@ -29,6 +28,7 @@ import (
 	"github.com/pkg/errors"
 	"github.com/prometheus/client_golang/prometheus"
 	"go.uber.org/atomic"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/tsdb/chunkenc"
 	tsdb_errors "github.com/prometheus/prometheus/tsdb/errors"
@@ -87,6 +87,18 @@ func (ref ChunkDiskMapperRef) Unpack() (seq, offset int) {
 	return seq, offset
 }
 
+func (ref ChunkDiskMapperRef) GreaterThanOrEqualTo(r ChunkDiskMapperRef) bool {
+	s1, o1 := ref.Unpack()
+	s2, o2 := r.Unpack()
+	return s1 > s2 || (s1 == s2 && o1 >= o2)
+}
+
+func (ref ChunkDiskMapperRef) GreaterThan(r ChunkDiskMapperRef) bool {
+	s1, o1 := ref.Unpack()
+	s2, o2 := r.Unpack()
+	return s1 > s2 || (s1 == s2 && o1 > o2)
+}
+
 // CorruptionErr is an error that's returned when corruption is encountered.
 type CorruptionErr struct {
 	Dir       string
@@ -296,7 +308,7 @@ func (cdm *ChunkDiskMapper) openMMapFiles() (returnErr error) {
 	}
 
 	// Check for gaps in the files.
-	sort.Ints(chkFileIndices)
+	slices.Sort(chkFileIndices)
 	if len(chkFileIndices) == 0 {
 		return nil
 	}
@@ -360,11 +372,25 @@ func repairLastChunkFile(files map[int]string) (_ map[int]string, returnErr erro
 		return files, nil
 	}
 
-	info, err := os.Stat(files[lastFile])
+	f, err := os.Open(files[lastFile])
 	if err != nil {
-		return files, errors.Wrap(err, "file stat during last head chunk file repair")
+		return files, errors.Wrap(err, "open file during last head chunk file repair")
+	}
+
+	buf := make([]byte, MagicChunksSize)
+	size, err := f.Read(buf)
+	if err != nil && err != io.EOF {
+		return files, errors.Wrap(err, "failed to read magic number during last head chunk file repair")
+	}
+	if err := f.Close(); err != nil {
+		return files, errors.Wrap(err, "close file during last head chunk file repair")
 	}
-	if info.Size() == 0 {
+
+	// We either don't have enough bytes for the magic number or the magic number is 0.
+	// NOTE: we should not check for wrong magic number here because that error
+	// needs to be sent up the function called (already done elsewhere)
+	// for proper repair mechanism to happen in the Head.
+	if size < MagicChunksSize || binary.BigEndian.Uint32(buf) == 0 {
 		// Corrupt file, hence remove it.
 		if err := os.RemoveAll(files[lastFile]); err != nil {
 			return files, errors.Wrap(err, "delete corrupted, empty head chunk file during last file repair")
@@ -736,7 +762,7 @@ func (cdm *ChunkDiskMapper) Chunk(ref ChunkDiskMapperRef) (chunkenc.Chunk, error
 // and runs the provided function with information about each chunk. It returns on the first error encountered.
 // NOTE: This method needs to be called at least once after creating ChunkDiskMapper
 // to set the maxt of all the file.
-func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, numSamples uint16) error) (err error) {
+func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, numSamples uint16, encoding chunkenc.Encoding) error) (err error) {
 	cdm.writePathMtx.Lock()
 	defer cdm.writePathMtx.Unlock()
 
@@ -751,7 +777,7 @@ func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chu
 	for seg := range cdm.mmappedChunkFiles {
 		segIDs = append(segIDs, seg)
 	}
-	sort.Ints(segIDs)
+	slices.Sort(segIDs)
 	for _, segID := range segIDs {
 		mmapFile := cdm.mmappedChunkFiles[segID]
 		fileEnd := mmapFile.byteSlice.Len()
@@ -799,7 +825,8 @@ func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chu
 				break
 			}
 
-			idx += ChunkEncodingSize // Skip encoding.
+			chkEnc := chunkenc.Encoding(mmapFile.byteSlice.Range(idx, idx+ChunkEncodingSize)[0])
+			idx += ChunkEncodingSize
 			dataLen, n := binary.Uvarint(mmapFile.byteSlice.Range(idx, idx+MaxChunkLengthFieldSize))
 			idx += n
 
@@ -834,7 +861,7 @@ func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chu
 				mmapFile.maxt = maxt
 			}
 
-			if err := f(seriesRef, chunkRef, mint, maxt, numSamples); err != nil {
+			if err := f(seriesRef, chunkRef, mint, maxt, numSamples, chkEnc); err != nil {
 				if cerr, ok := err.(*CorruptionErr); ok {
 					cerr.Dir = cdm.dir.Name()
 					cerr.FileIndex = segID
@@ -857,12 +884,8 @@ func (cdm *ChunkDiskMapper) IterateAllChunks(f func(seriesRef HeadSeriesRef, chu
 	return nil
 }
 
-// Truncate deletes the head chunk files which are strictly below the mint.
-// mint should be in milliseconds.
-func (cdm *ChunkDiskMapper) Truncate(mint int64) error {
-	if !cdm.fileMaxtSet {
-		return errors.New("maxt of the files are not set")
-	}
+// Truncate deletes the head chunk files whose file number is less than given fileNo.
+func (cdm *ChunkDiskMapper) Truncate(fileNo uint32) error {
 	cdm.readPathMtx.RLock()
 
 	// Sort the file indices, else if files deletion fails in between,
@@ -871,16 +894,14 @@ func (cdm *ChunkDiskMapper) Truncate(mint int64) error {
 	for seq := range cdm.mmappedChunkFiles {
 		chkFileIndices = append(chkFileIndices, seq)
 	}
-	sort.Ints(chkFileIndices)
+	slices.Sort(chkFileIndices)
 
 	var removedFiles []int
 	for _, seq := range chkFileIndices {
-		if seq == cdm.curFileSequence || cdm.mmappedChunkFiles[seq].maxt >= mint {
+		if seq == cdm.curFileSequence || uint32(seq) >= fileNo {
 			break
 		}
-		if cdm.mmappedChunkFiles[seq].maxt < mint {
-			removedFiles = append(removedFiles, seq)
-		}
+		removedFiles = append(removedFiles, seq)
 	}
 	cdm.readPathMtx.RUnlock()
 
@@ -913,7 +934,7 @@ func (cdm *ChunkDiskMapper) Truncate(mint int64) error {
 // deleteFiles deletes the given file sequences in order of the sequence.
 // In case of an error, it returns the sorted file sequences that were not deleted from the _disk_.
 func (cdm *ChunkDiskMapper) deleteFiles(removedFiles []int) ([]int, error) {
-	sort.Ints(removedFiles) // To delete them in order.
+	slices.Sort(removedFiles) // To delete them in order.
 	cdm.readPathMtx.Lock()
 	for _, seq := range removedFiles {
 		if err := cdm.closers[seq].Close(); err != nil {
diff --git a/tsdb/db.go b/tsdb/db.go
index 6d72dfc15f4..54ed6467ab9 100644
--- a/tsdb/db.go
+++ b/tsdb/db.go
@@ -33,6 +33,7 @@ import (
 	"github.com/oklog/ulid"
 	"github.com/pkg/errors"
 	"github.com/prometheus/client_golang/prometheus"
+	"go.uber.org/atomic"
 	"golang.org/x/sync/errgroup"
 
 	"github.com/prometheus/prometheus/config"
@@ -69,18 +70,19 @@ var ErrNotReady = errors.New("TSDB not ready")
 // millisecond precision timestamps.
 func DefaultOptions() *Options {
 	return &Options{
-		WALSegmentSize:            wal.DefaultSegmentSize,
-		MaxBlockChunkSegmentSize:  chunks.DefaultChunkSegmentSize,
-		RetentionDuration:         int64(15 * 24 * time.Hour / time.Millisecond),
-		MinBlockDuration:          DefaultBlockDuration,
-		MaxBlockDuration:          DefaultBlockDuration,
-		NoLockfile:                false,
-		AllowOverlappingBlocks:    false,
-		WALCompression:            false,
-		StripeSize:                DefaultStripeSize,
-		HeadChunksWriteBufferSize: chunks.DefaultWriteBufferSize,
-		IsolationDisabled:         defaultIsolationDisabled,
-		HeadChunksWriteQueueSize:  chunks.DefaultWriteQueueSize,
+		WALSegmentSize:             wal.DefaultSegmentSize,
+		MaxBlockChunkSegmentSize:   chunks.DefaultChunkSegmentSize,
+		RetentionDuration:          int64(15 * 24 * time.Hour / time.Millisecond),
+		MinBlockDuration:           DefaultBlockDuration,
+		MaxBlockDuration:           DefaultBlockDuration,
+		NoLockfile:                 false,
+		AllowOverlappingCompaction: true,
+		WALCompression:             false,
+		StripeSize:                 DefaultStripeSize,
+		HeadChunksWriteBufferSize:  chunks.DefaultWriteBufferSize,
+		IsolationDisabled:          defaultIsolationDisabled,
+		HeadChunksWriteQueueSize:   chunks.DefaultWriteQueueSize,
+		OutOfOrderCapMax:           DefaultOutOfOrderCapMax,
 	}
 }
 
@@ -112,9 +114,13 @@ type Options struct {
 	// NoLockfile disables creation and consideration of a lock file.
 	NoLockfile bool
 
-	// Overlapping blocks are allowed if AllowOverlappingBlocks is true.
-	// This in-turn enables vertical compaction and vertical query merge.
-	AllowOverlappingBlocks bool
+	// Compaction of overlapping blocks are allowed if AllowOverlappingCompaction is true.
+	// This is an optional flag for overlapping blocks.
+	// The reason why this flag exists is because there are various users of the TSDB
+	// that do not want vertical compaction happening on ingest time. Instead,
+	// they'd rather keep overlapping blocks and let another component do the overlapping compaction later.
+	// For Prometheus, this will always be true.
+	AllowOverlappingCompaction bool
 
 	// WALCompression will turn on Snappy compression for records on the WAL.
 	WALCompression bool
@@ -163,6 +169,15 @@ type Options struct {
 
 	// EnableNativeHistograms enables the ingestion of native histograms.
 	EnableNativeHistograms bool
+
+	// OutOfOrderTimeWindow specifies how much out of order is allowed, if any.
+	// This can change during run-time, so this value from here should only be used
+	// while initialising.
+	OutOfOrderTimeWindow int64
+
+	// OutOfOrderCapMax is maximum capacity for OOO chunks (in samples).
+	// If it is <=0, the default value is assumed.
+	OutOfOrderCapMax int64
 }
 
 type BlocksToDeleteFunc func(blocks []*Block) map[ulid.ULID]struct{}
@@ -200,6 +215,13 @@ type DB struct {
 
 	// Cancel a running compaction when a shutdown is initiated.
 	compactCancel context.CancelFunc
+
+	// oooWasEnabled is true if out of order support was enabled at least one time
+	// during the time TSDB was up. In which case we need to keep supporting
+	// out-of-order compaction and vertical queries.
+	oooWasEnabled atomic.Bool
+
+	registerer prometheus.Registerer
 }
 
 type dbMetrics struct {
@@ -321,7 +343,7 @@ type DBStats struct {
 }
 
 // NewDBStats returns a new DBStats object initialized using the
-// the new function from each component.
+// new function from each component.
 func NewDBStats() *DBStats {
 	return &DBStats{
 		Head: NewHeadStats(),
@@ -375,9 +397,17 @@ func (db *DBReadOnly) FlushWAL(dir string) (returnErr error) {
 	if err != nil {
 		return err
 	}
+	var wbl *wal.WAL
+	wblDir := filepath.Join(db.dir, wal.WblDirName)
+	if _, err := os.Stat(wblDir); !os.IsNotExist(err) {
+		wbl, err = wal.Open(db.logger, wblDir)
+		if err != nil {
+			return err
+		}
+	}
 	opts := DefaultHeadOptions()
 	opts.ChunkDirRoot = db.dir
-	head, err := NewHead(nil, db.logger, w, opts, NewHeadStats())
+	head, err := NewHead(nil, db.logger, w, wbl, opts, NewHeadStats())
 	if err != nil {
 		return err
 	}
@@ -433,7 +463,7 @@ func (db *DBReadOnly) loadDataAsQueryable(maxt int64) (storage.SampleAndChunkQue
 
 	opts := DefaultHeadOptions()
 	opts.ChunkDirRoot = db.dir
-	head, err := NewHead(nil, db.logger, nil, opts, NewHeadStats())
+	head, err := NewHead(nil, db.logger, nil, nil, opts, NewHeadStats())
 	if err != nil {
 		return nil, err
 	}
@@ -451,9 +481,17 @@ func (db *DBReadOnly) loadDataAsQueryable(maxt int64) (storage.SampleAndChunkQue
 		if err != nil {
 			return nil, err
 		}
+		var wbl *wal.WAL
+		wblDir := filepath.Join(db.dir, wal.WblDirName)
+		if _, err := os.Stat(wblDir); !os.IsNotExist(err) {
+			wbl, err = wal.Open(db.logger, wblDir)
+			if err != nil {
+				return nil, err
+			}
+		}
 		opts := DefaultHeadOptions()
 		opts.ChunkDirRoot = db.dir
-		head, err = NewHead(nil, db.logger, w, opts, NewHeadStats())
+		head, err = NewHead(nil, db.logger, w, wbl, opts, NewHeadStats())
 		if err != nil {
 			return nil, err
 		}
@@ -601,6 +639,12 @@ func validateOpts(opts *Options, rngs []int64) (*Options, []int64) {
 	if opts.MinBlockDuration > opts.MaxBlockDuration {
 		opts.MaxBlockDuration = opts.MinBlockDuration
 	}
+	if opts.OutOfOrderCapMax <= 0 {
+		opts.OutOfOrderCapMax = DefaultOutOfOrderCapMax
+	}
+	if opts.OutOfOrderTimeWindow < 0 {
+		opts.OutOfOrderTimeWindow = 0
+	}
 
 	if len(rngs) == 0 {
 		// Start with smallest block duration and create exponential buckets until the exceed the
@@ -637,6 +681,7 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	}
 
 	walDir := filepath.Join(dir, "wal")
+	wblDir := filepath.Join(dir, wal.WblDirName)
 
 	// Migrate old WAL if one exists.
 	if err := MigrateWAL(l, walDir); err != nil {
@@ -659,6 +704,7 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 		autoCompact:    true,
 		chunkPool:      chunkenc.NewPool(),
 		blocksToDelete: opts.BlocksToDelete,
+		registerer:     r,
 	}
 	defer func() {
 		// Close files if startup fails somewhere.
@@ -697,7 +743,7 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	}
 	db.compactCancel = cancel
 
-	var wlog *wal.WAL
+	var wlog, wblog *wal.WAL
 	segmentSize := wal.DefaultSegmentSize
 	// Wal is enabled.
 	if opts.WALSegmentSize >= 0 {
@@ -709,8 +755,19 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 		if err != nil {
 			return nil, err
 		}
+		// Check if there is a WBL on disk, in which case we should replay that data.
+		wblSize, err := fileutil.DirSize(wblDir)
+		if err != nil && !os.IsNotExist(err) {
+			return nil, err
+		}
+		if opts.OutOfOrderTimeWindow > 0 || wblSize > 0 {
+			wblog, err = wal.NewSize(l, r, wblDir, segmentSize, opts.WALCompression)
+			if err != nil {
+				return nil, err
+			}
+		}
 	}
-
+	db.oooWasEnabled.Store(opts.OutOfOrderTimeWindow > 0)
 	headOpts := DefaultHeadOptions()
 	headOpts.ChunkRange = rngs[0]
 	headOpts.ChunkDirRoot = dir
@@ -723,11 +780,13 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	headOpts.MaxExemplars.Store(opts.MaxExemplars)
 	headOpts.EnableMemorySnapshotOnShutdown = opts.EnableMemorySnapshotOnShutdown
 	headOpts.EnableNativeHistograms.Store(opts.EnableNativeHistograms)
+	headOpts.OutOfOrderTimeWindow.Store(opts.OutOfOrderTimeWindow)
+	headOpts.OutOfOrderCapMax.Store(opts.OutOfOrderCapMax)
 	if opts.IsolationDisabled {
 		// We only override this flag if isolation is disabled at DB level. We use the default otherwise.
 		headOpts.IsolationDisabled = opts.IsolationDisabled
 	}
-	db.head, err = NewHead(r, l, wlog, headOpts, stats.Head)
+	db.head, err = NewHead(r, l, wlog, wblog, headOpts, stats.Head)
 	if err != nil {
 		return nil, err
 	}
@@ -745,20 +804,36 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	}
 	// Set the min valid time for the ingested samples
 	// to be no lower than the maxt of the last block.
-	blocks := db.Blocks()
 	minValidTime := int64(math.MinInt64)
-	if len(blocks) > 0 {
-		minValidTime = blocks[len(blocks)-1].Meta().MaxTime
+	// We do not consider blocks created from out-of-order samples for Head's minValidTime
+	// since minValidTime is only for the in-order data and we do not want to discard unnecessary
+	// samples from the Head.
+	inOrderMaxTime, ok := db.inOrderBlocksMaxTime()
+	if ok {
+		minValidTime = inOrderMaxTime
 	}
 
 	if initErr := db.head.Init(minValidTime); initErr != nil {
 		db.head.metrics.walCorruptionsTotal.Inc()
-		level.Warn(db.logger).Log("msg", "Encountered WAL read error, attempting repair", "err", initErr)
-		if err := wlog.Repair(initErr); err != nil {
-			return nil, errors.Wrap(err, "repair corrupted WAL")
+		isOOOErr := isErrLoadOOOWal(initErr)
+		if isOOOErr {
+			level.Warn(db.logger).Log("msg", "Encountered OOO WAL read error, attempting repair", "err", initErr)
+			if err := wblog.Repair(initErr); err != nil {
+				return nil, errors.Wrap(err, "repair corrupted OOO WAL")
+			}
+		} else {
+			level.Warn(db.logger).Log("msg", "Encountered WAL read error, attempting repair", "err", initErr)
+			if err := wlog.Repair(initErr); err != nil {
+				return nil, errors.Wrap(err, "repair corrupted WAL")
+			}
 		}
 	}
 
+	if db.head.MinOOOTime() != int64(math.MaxInt64) {
+		// Some OOO data was replayed from the disk that needs compaction and cleanup.
+		db.oooWasEnabled.Store(true)
+	}
+
 	go db.run()
 
 	return db, nil
@@ -850,8 +925,58 @@ func (db *DB) Appender(ctx context.Context) storage.Appender {
 	return dbAppender{db: db, Appender: db.head.Appender(ctx)}
 }
 
+// ApplyConfig applies a new config to the DB.
+// Behaviour of 'OutOfOrderTimeWindow' is as follows:
+// OOO enabled = oooTimeWindow > 0. OOO disabled = oooTimeWindow is 0.
+// 1) Before: OOO disabled, Now: OOO enabled =>
+//   - A new WBL is created for the head block.
+//   - OOO compaction is enabled.
+//   - Overlapping queries are enabled.
+//
+// 2) Before: OOO enabled, Now: OOO enabled =>
+//   - Only the time window is updated.
+//
+// 3) Before: OOO enabled, Now: OOO disabled =>
+//   - Time Window set to 0. So no new OOO samples will be allowed.
+//   - OOO WBL will stay and will be eventually cleaned up.
+//   - OOO Compaction and overlapping queries will remain enabled until a restart or until all OOO samples are compacted.
+//
+// 4) Before: OOO disabled, Now: OOO disabled => no-op.
 func (db *DB) ApplyConfig(conf *config.Config) error {
-	return db.head.ApplyConfig(conf)
+	oooTimeWindow := int64(0)
+	if conf.StorageConfig.TSDBConfig != nil {
+		oooTimeWindow = conf.StorageConfig.TSDBConfig.OutOfOrderTimeWindow
+	}
+	if oooTimeWindow < 0 {
+		oooTimeWindow = 0
+	}
+
+	// Create WBL if it was not present and if OOO is enabled with WAL enabled.
+	var wblog *wal.WAL
+	var err error
+	if db.head.wbl != nil {
+		// The existing WBL from the disk might have been replayed while OOO was disabled.
+		wblog = db.head.wbl
+	} else if !db.oooWasEnabled.Load() && oooTimeWindow > 0 && db.opts.WALSegmentSize >= 0 {
+		segmentSize := wal.DefaultSegmentSize
+		// Wal is set to a custom size.
+		if db.opts.WALSegmentSize > 0 {
+			segmentSize = db.opts.WALSegmentSize
+		}
+		oooWalDir := filepath.Join(db.dir, wal.WblDirName)
+		wblog, err = wal.NewSize(db.logger, db.registerer, oooWalDir, segmentSize, db.opts.WALCompression)
+		if err != nil {
+			return err
+		}
+	}
+
+	db.opts.OutOfOrderTimeWindow = oooTimeWindow
+	db.head.ApplyConfig(conf, wblog)
+
+	if !db.oooWasEnabled.Load() {
+		db.oooWasEnabled.Store(oooTimeWindow > 0)
+	}
+	return nil
 }
 
 // EnableNativeHistograms enables the native histogram feature.
@@ -939,7 +1064,15 @@ func (db *DB) Compact() (returnErr error) {
 		// so in order to make sure that overlaps are evaluated
 		// consistently, we explicitly remove the last value
 		// from the block interval here.
-		if err := db.compactHead(NewRangeHead(db.head, mint, maxt-1)); err != nil {
+		rh := NewRangeHeadWithIsolationDisabled(db.head, mint, maxt-1)
+
+		// Compaction runs with isolation disabled, because head.compactable()
+		// ensures that maxt is more than chunkRange/2 back from now, and
+		// head.appendableMinValidTime() ensures that no new appends can start within the compaction range.
+		// We do need to wait for any overlapping appenders that started previously to finish.
+		db.head.WaitForAppendersOverlapping(rh.MaxTime())
+
+		if err := db.compactHead(rh); err != nil {
 			return errors.Wrap(err, "compact head")
 		}
 		// Consider only successful compactions for WAL truncation.
@@ -960,6 +1093,14 @@ func (db *DB) Compact() (returnErr error) {
 			"block_range", db.head.chunkRange.Load(),
 		)
 	}
+
+	if lastBlockMaxt != math.MinInt64 {
+		// The head was compacted, so we compact OOO head as well.
+		if err := db.compactOOOHead(); err != nil {
+			return errors.Wrap(err, "compact ooo head")
+		}
+	}
+
 	return db.compactBlocks()
 }
 
@@ -978,6 +1119,102 @@ func (db *DB) CompactHead(head *RangeHead) error {
 	return nil
 }
 
+// CompactOOOHead compacts the OOO Head.
+func (db *DB) CompactOOOHead() error {
+	db.cmtx.Lock()
+	defer db.cmtx.Unlock()
+
+	return db.compactOOOHead()
+}
+
+func (db *DB) compactOOOHead() error {
+	if !db.oooWasEnabled.Load() {
+		return nil
+	}
+	oooHead, err := NewOOOCompactionHead(db.head)
+	if err != nil {
+		return errors.Wrap(err, "get ooo compaction head")
+	}
+
+	ulids, err := db.compactOOO(db.dir, oooHead)
+	if err != nil {
+		return errors.Wrap(err, "compact ooo head")
+	}
+	if err := db.reloadBlocks(); err != nil {
+		errs := tsdb_errors.NewMulti(err)
+		for _, uid := range ulids {
+			if errRemoveAll := os.RemoveAll(filepath.Join(db.dir, uid.String())); errRemoveAll != nil {
+				errs.Add(errRemoveAll)
+			}
+		}
+		return errors.Wrap(errs.Err(), "reloadBlocks blocks after failed compact ooo head")
+	}
+
+	lastWBLFile, minOOOMmapRef := oooHead.LastWBLFile(), oooHead.LastMmapRef()
+	if lastWBLFile != 0 || minOOOMmapRef != 0 {
+		if err := db.head.truncateOOO(lastWBLFile, minOOOMmapRef); err != nil {
+			return errors.Wrap(err, "truncate ooo wbl")
+		}
+	}
+
+	return nil
+}
+
+// compactOOO creates a new block per possible block range in the compactor's directory from the OOO Head given.
+// Each ULID in the result corresponds to a block in a unique time range.
+func (db *DB) compactOOO(dest string, oooHead *OOOCompactionHead) (_ []ulid.ULID, err error) {
+	start := time.Now()
+
+	blockSize := oooHead.ChunkRange()
+	oooHeadMint, oooHeadMaxt := oooHead.MinTime(), oooHead.MaxTime()
+	ulids := make([]ulid.ULID, 0)
+	defer func() {
+		if err != nil {
+			// Best effort removal of created block on any error.
+			for _, uid := range ulids {
+				_ = os.RemoveAll(filepath.Join(db.dir, uid.String()))
+			}
+		}
+	}()
+
+	for t := blockSize * (oooHeadMint / blockSize); t <= oooHeadMaxt; t = t + blockSize {
+		mint, maxt := t, t+blockSize
+		// Block intervals are half-open: [b.MinTime, b.MaxTime). Block intervals are always +1 than the total samples it includes.
+		uid, err := db.compactor.Write(dest, oooHead.CloneForTimeRange(mint, maxt-1), mint, maxt, nil)
+		if err != nil {
+			return nil, err
+		}
+		if uid.Compare(ulid.ULID{}) != 0 {
+			ulids = append(ulids, uid)
+			blockDir := filepath.Join(dest, uid.String())
+			meta, _, err := readMetaFile(blockDir)
+			if err != nil {
+				return ulids, errors.Wrap(err, "read meta")
+			}
+			meta.Compaction.SetOutOfOrder()
+			_, err = writeMetaFile(db.logger, blockDir, meta)
+			if err != nil {
+				return ulids, errors.Wrap(err, "write meta")
+			}
+		}
+	}
+
+	if len(ulids) == 0 {
+		level.Info(db.logger).Log(
+			"msg", "compact ooo head resulted in no blocks",
+			"duration", time.Since(start),
+		)
+		return nil, nil
+	}
+
+	level.Info(db.logger).Log(
+		"msg", "out-of-order compaction completed",
+		"duration", time.Since(start),
+		"ulids", fmt.Sprintf("%v", ulids),
+	)
+	return ulids, nil
+}
+
 // compactHead compacts the given RangeHead.
 // The compaction mutex should be held before calling this method.
 func (db *DB) compactHead(head *RangeHead) error {
@@ -1052,10 +1289,11 @@ func (db *DB) reload() error {
 	if err := db.reloadBlocks(); err != nil {
 		return errors.Wrap(err, "reloadBlocks")
 	}
-	if len(db.blocks) == 0 {
+	maxt, ok := db.inOrderBlocksMaxTime()
+	if !ok {
 		return nil
 	}
-	if err := db.head.Truncate(db.blocks[len(db.blocks)-1].MaxTime()); err != nil {
+	if err := db.head.Truncate(maxt); err != nil {
 		return errors.Wrap(err, "head truncate")
 	}
 	return nil
@@ -1135,11 +1373,6 @@ func (db *DB) reloadBlocks() (err error) {
 	sort.Slice(toLoad, func(i, j int) bool {
 		return toLoad[i].Meta().MinTime < toLoad[j].Meta().MinTime
 	})
-	if !db.opts.AllowOverlappingBlocks {
-		if err := validateBlockSequence(toLoad); err != nil {
-			return errors.Wrap(err, "invalid block sequence")
-		}
-	}
 
 	// Swap new blocks first for subsequently created readers to be seen.
 	oldBlocks := db.blocks
@@ -1311,25 +1544,6 @@ func (db *DB) deleteBlocks(blocks map[ulid.ULID]*Block) error {
 	return nil
 }
 
-// validateBlockSequence returns error if given block meta files indicate that some blocks overlaps within sequence.
-func validateBlockSequence(bs []*Block) error {
-	if len(bs) <= 1 {
-		return nil
-	}
-
-	var metas []BlockMeta
-	for _, b := range bs {
-		metas = append(metas, b.meta)
-	}
-
-	overlaps := OverlappingBlocks(metas)
-	if len(overlaps) > 0 {
-		return errors.Errorf("block time ranges overlap: %s", overlaps)
-	}
-
-	return nil
-}
-
 // TimeRange specifies minTime and maxTime range.
 type TimeRange struct {
 	Min, Max int64
@@ -1442,6 +1656,21 @@ func (db *DB) Blocks() []*Block {
 	return db.blocks
 }
 
+// inOrderBlocksMaxTime returns the max time among the blocks that were not totally created
+// out of out-of-order data. If the returned boolean is true, it means there is at least
+// one such block.
+func (db *DB) inOrderBlocksMaxTime() (maxt int64, ok bool) {
+	maxt, ok = int64(math.MinInt64), false
+	// If blocks are overlapping, last block might not have the max time. So check all blocks.
+	for _, b := range db.Blocks() {
+		if !b.meta.Compaction.FromOutOfOrder() && b.meta.MaxTime > maxt {
+			ok = true
+			maxt = b.meta.MaxTime
+		}
+	}
+	return maxt, ok
+}
+
 // Head returns the databases's head.
 func (db *DB) Head() *Head {
 	return db.head
@@ -1540,13 +1769,13 @@ func (db *DB) Querier(_ context.Context, mint, maxt int64) (storage.Querier, err
 			blocks = append(blocks, b)
 		}
 	}
-	var headQuerier storage.Querier
+	var inOrderHeadQuerier storage.Querier
 	if maxt >= db.head.MinTime() {
 		rh := NewRangeHead(db.head, mint, maxt)
 		var err error
-		headQuerier, err = NewBlockQuerier(rh, mint, maxt)
+		inOrderHeadQuerier, err = NewBlockQuerier(rh, mint, maxt)
 		if err != nil {
-			return nil, errors.Wrapf(err, "open querier for head %s", rh)
+			return nil, errors.Wrapf(err, "open block querier for head %s", rh)
 		}
 
 		// Getting the querier above registers itself in the queue that the truncation waits on.
@@ -1554,20 +1783,30 @@ func (db *DB) Querier(_ context.Context, mint, maxt int64) (storage.Querier, err
 		// won't run into a race later since any truncation that comes after will wait on this querier if it overlaps.
 		shouldClose, getNew, newMint := db.head.IsQuerierCollidingWithTruncation(mint, maxt)
 		if shouldClose {
-			if err := headQuerier.Close(); err != nil {
-				return nil, errors.Wrapf(err, "closing head querier %s", rh)
+			if err := inOrderHeadQuerier.Close(); err != nil {
+				return nil, errors.Wrapf(err, "closing head block querier %s", rh)
 			}
-			headQuerier = nil
+			inOrderHeadQuerier = nil
 		}
 		if getNew {
 			rh := NewRangeHead(db.head, newMint, maxt)
-			headQuerier, err = NewBlockQuerier(rh, newMint, maxt)
+			inOrderHeadQuerier, err = NewBlockQuerier(rh, newMint, maxt)
 			if err != nil {
-				return nil, errors.Wrapf(err, "open querier for head while getting new querier %s", rh)
+				return nil, errors.Wrapf(err, "open block querier for head while getting new querier %s", rh)
 			}
 		}
 	}
 
+	var outOfOrderHeadQuerier storage.Querier
+	if overlapsClosedInterval(mint, maxt, db.head.MinOOOTime(), db.head.MaxOOOTime()) {
+		rh := NewOOORangeHead(db.head, mint, maxt)
+		var err error
+		outOfOrderHeadQuerier, err = NewBlockQuerier(rh, mint, maxt)
+		if err != nil {
+			return nil, errors.Wrapf(err, "open block querier for ooo head %s", rh)
+		}
+	}
+
 	blockQueriers := make([]storage.Querier, 0, len(blocks))
 	for _, b := range blocks {
 		q, err := NewBlockQuerier(b, mint, maxt)
@@ -1582,14 +1821,18 @@ func (db *DB) Querier(_ context.Context, mint, maxt int64) (storage.Querier, err
 		}
 		return nil, errors.Wrapf(err, "open querier for block %s", b)
 	}
-	if headQuerier != nil {
-		blockQueriers = append(blockQueriers, headQuerier)
+	if inOrderHeadQuerier != nil {
+		blockQueriers = append(blockQueriers, inOrderHeadQuerier)
+	}
+	if outOfOrderHeadQuerier != nil {
+		blockQueriers = append(blockQueriers, outOfOrderHeadQuerier)
 	}
 	return storage.NewMergeQuerier(blockQueriers, nil, storage.ChainedSeriesMerge), nil
 }
 
-// ChunkQuerier returns a new chunk querier over the data partition for the given time range.
-func (db *DB) ChunkQuerier(_ context.Context, mint, maxt int64) (storage.ChunkQuerier, error) {
+// blockQueriersForRange returns individual block chunk queriers from the persistent blocks, in-order head block, and the
+// out-of-order head block, overlapping with the given time range.
+func (db *DB) blockChunkQuerierForRange(mint, maxt int64) ([]storage.ChunkQuerier, error) {
 	var blocks []BlockReader
 
 	db.mtx.RLock()
@@ -1600,11 +1843,11 @@ func (db *DB) ChunkQuerier(_ context.Context, mint, maxt int64) (storage.ChunkQu
 			blocks = append(blocks, b)
 		}
 	}
-	var headQuerier storage.ChunkQuerier
+	var inOrderHeadQuerier storage.ChunkQuerier
 	if maxt >= db.head.MinTime() {
 		rh := NewRangeHead(db.head, mint, maxt)
 		var err error
-		headQuerier, err = NewBlockChunkQuerier(rh, mint, maxt)
+		inOrderHeadQuerier, err = NewBlockChunkQuerier(rh, mint, maxt)
 		if err != nil {
 			return nil, errors.Wrapf(err, "open querier for head %s", rh)
 		}
@@ -1614,20 +1857,30 @@ func (db *DB) ChunkQuerier(_ context.Context, mint, maxt int64) (storage.ChunkQu
 		// won't run into a race later since any truncation that comes after will wait on this querier if it overlaps.
 		shouldClose, getNew, newMint := db.head.IsQuerierCollidingWithTruncation(mint, maxt)
 		if shouldClose {
-			if err := headQuerier.Close(); err != nil {
+			if err := inOrderHeadQuerier.Close(); err != nil {
 				return nil, errors.Wrapf(err, "closing head querier %s", rh)
 			}
-			headQuerier = nil
+			inOrderHeadQuerier = nil
 		}
 		if getNew {
 			rh := NewRangeHead(db.head, newMint, maxt)
-			headQuerier, err = NewBlockChunkQuerier(rh, newMint, maxt)
+			inOrderHeadQuerier, err = NewBlockChunkQuerier(rh, newMint, maxt)
 			if err != nil {
 				return nil, errors.Wrapf(err, "open querier for head while getting new querier %s", rh)
 			}
 		}
 	}
 
+	var outOfOrderHeadQuerier storage.ChunkQuerier
+	if overlapsClosedInterval(mint, maxt, db.head.MinOOOTime(), db.head.MaxOOOTime()) {
+		rh := NewOOORangeHead(db.head, mint, maxt)
+		var err error
+		outOfOrderHeadQuerier, err = NewBlockChunkQuerier(rh, mint, maxt)
+		if err != nil {
+			return nil, errors.Wrapf(err, "open block chunk querier for ooo head %s", rh)
+		}
+	}
+
 	blockQueriers := make([]storage.ChunkQuerier, 0, len(blocks))
 	for _, b := range blocks {
 		q, err := NewBlockChunkQuerier(b, mint, maxt)
@@ -1642,10 +1895,22 @@ func (db *DB) ChunkQuerier(_ context.Context, mint, maxt int64) (storage.ChunkQu
 		}
 		return nil, errors.Wrapf(err, "open querier for block %s", b)
 	}
-	if headQuerier != nil {
-		blockQueriers = append(blockQueriers, headQuerier)
+	if inOrderHeadQuerier != nil {
+		blockQueriers = append(blockQueriers, inOrderHeadQuerier)
 	}
+	if outOfOrderHeadQuerier != nil {
+		blockQueriers = append(blockQueriers, outOfOrderHeadQuerier)
+	}
+
+	return blockQueriers, nil
+}
 
+// ChunkQuerier returns a new chunk querier over the data partition for the given time range.
+func (db *DB) ChunkQuerier(_ context.Context, mint, maxt int64) (storage.ChunkQuerier, error) {
+	blockQueriers, err := db.blockChunkQuerierForRange(mint, maxt)
+	if err != nil {
+		return nil, err
+	}
 	return storage.NewMergeChunkQuerier(blockQueriers, nil, storage.NewCompactingChunkSeriesMerger(storage.ChainedSeriesMerge)), nil
 }
 
diff --git a/tsdb/encoding/encoding.go b/tsdb/encoding/encoding.go
index 11a2bae83ca..ab97876a362 100644
--- a/tsdb/encoding/encoding.go
+++ b/tsdb/encoding/encoding.go
@@ -79,7 +79,7 @@ func (e *Encbuf) PutUvarintStr(s string) {
 	e.PutString(s)
 }
 
-// PutUvarintBytes writes a a variable length byte buffer.
+// PutUvarintBytes writes a variable length byte buffer.
 func (e *Encbuf) PutUvarintBytes(b []byte) {
 	e.PutUvarint(len(b))
 	e.PutBytes(b)
diff --git a/tsdb/fileutil/flock_js.go b/tsdb/fileutil/flock_js.go
index c1876d4bb73..697d2e54249 100644
--- a/tsdb/fileutil/flock_js.go
+++ b/tsdb/fileutil/flock_js.go
@@ -18,8 +18,7 @@ package fileutil
 
 import "errors"
 
-type unixLock struct {
-}
+type unixLock struct{}
 
 func (l *unixLock) Release() error {
 	return errors.New("unsupported")
diff --git a/tsdb/head.go b/tsdb/head.go
index 6917ad80de3..dff04e6603d 100644
--- a/tsdb/head.go
+++ b/tsdb/head.go
@@ -25,9 +25,10 @@ import (
 	"github.com/go-kit/log/level"
 	"github.com/oklog/ulid"
 	"github.com/pkg/errors"
-	"github.com/prometheus/client_golang/prometheus"
 	"go.uber.org/atomic"
 
+	"github.com/prometheus/client_golang/prometheus"
+
 	"github.com/prometheus/prometheus/config"
 	"github.com/prometheus/prometheus/model/exemplar"
 	"github.com/prometheus/prometheus/model/histogram"
@@ -63,15 +64,19 @@ var (
 type Head struct {
 	chunkRange               atomic.Int64
 	numSeries                atomic.Uint64
-	minTime, maxTime         atomic.Int64 // Current min and max of the samples included in the head.
+	minOOOTime, maxOOOTime   atomic.Int64 // TODO(jesusvazquez) These should be updated after garbage collection.
+	minTime, maxTime         atomic.Int64 // Current min and max of the samples included in the head. TODO(jesusvazquez) Ensure these are properly tracked.
 	minValidTime             atomic.Int64 // Mint allowed to be added to the head. It shouldn't be lower than the maxt of the last persisted block.
 	lastWALTruncationTime    atomic.Int64
 	lastMemoryTruncationTime atomic.Int64
 	lastSeriesID             atomic.Uint64
+	// All the ooo m-map chunks should be after this. This is used to truncate old ooo m-map chunks.
+	// This should be typecasted to chunks.ChunkDiskMapperRef after loading.
+	minOOOMmapRef atomic.Uint64
 
 	metrics         *headMetrics
 	opts            *HeadOptions
-	wal             *wal.WAL
+	wal, wbl        *wal.WAL
 	exemplarMetrics *ExemplarMetrics
 	exemplars       ExemplarStorage
 	logger          log.Logger
@@ -89,6 +94,7 @@ type Head struct {
 	deletedMtx sync.Mutex
 	deleted    map[chunks.HeadSeriesRef]int // Deleted series, and what WAL segment they must be kept until.
 
+	// TODO(codesome): Extend MemPostings to return only OOOPostings, Set OOOStatus, ... Like an additional map of ooo postings.
 	postings *index.MemPostings // Postings lists for terms.
 
 	tombstones *tombstones.MemTombstones
@@ -135,6 +141,8 @@ type HeadOptions struct {
 	ChunkPool            chunkenc.Pool
 	ChunkWriteBufferSize int
 	ChunkWriteQueueSize  int
+	OutOfOrderTimeWindow atomic.Int64
+	OutOfOrderCapMax     atomic.Int64
 
 	// StripeSize sets the number of entries in the hash map, it must be a power of 2.
 	// A larger StripeSize will allocate more memory up-front, but will increase performance when handling a large number of series.
@@ -147,8 +155,13 @@ type HeadOptions struct {
 	IsolationDisabled bool
 }
 
+const (
+	// DefaultOutOfOrderCapMax is the default maximum size of an in-memory out-of-order chunk.
+	DefaultOutOfOrderCapMax int64 = 32
+)
+
 func DefaultHeadOptions() *HeadOptions {
-	return &HeadOptions{
+	ho := &HeadOptions{
 		ChunkRange:           DefaultBlockDuration,
 		ChunkDirRoot:         "",
 		ChunkPool:            chunkenc.NewPool(),
@@ -158,6 +171,8 @@ func DefaultHeadOptions() *HeadOptions {
 		SeriesCallback:       &noopSeriesLifecycleCallback{},
 		IsolationDisabled:    defaultIsolationDisabled,
 	}
+	ho.OutOfOrderCapMax.Store(DefaultOutOfOrderCapMax)
+	return ho
 }
 
 // SeriesLifecycleCallback specifies a list of callbacks that will be called during a lifecycle of a series.
@@ -176,11 +191,23 @@ type SeriesLifecycleCallback interface {
 }
 
 // NewHead opens the head block in dir.
-func NewHead(r prometheus.Registerer, l log.Logger, wal *wal.WAL, opts *HeadOptions, stats *HeadStats) (*Head, error) {
+func NewHead(r prometheus.Registerer, l log.Logger, wal, wbl *wal.WAL, opts *HeadOptions, stats *HeadStats) (*Head, error) {
 	var err error
 	if l == nil {
 		l = log.NewNopLogger()
 	}
+
+	if opts.OutOfOrderTimeWindow.Load() < 0 {
+		opts.OutOfOrderTimeWindow.Store(0)
+	}
+
+	// Time window can be set on runtime. So the capMin and capMax should be valid
+	// even if ooo is not enabled yet.
+	capMax := opts.OutOfOrderCapMax.Load()
+	if capMax <= 0 || capMax > 255 {
+		return nil, errors.Errorf("OOOCapMax of %d is invalid. must be > 0 and <= 255", capMax)
+	}
+
 	if opts.ChunkRange < 1 {
 		return nil, errors.Errorf("invalid chunk range %d", opts.ChunkRange)
 	}
@@ -198,6 +225,7 @@ func NewHead(r prometheus.Registerer, l log.Logger, wal *wal.WAL, opts *HeadOpti
 
 	h := &Head{
 		wal:    wal,
+		wbl:    wbl,
 		logger: l,
 		opts:   opts,
 		memChunkPool: sync.Pool{
@@ -259,35 +287,40 @@ func (h *Head) resetInMemoryState() error {
 	h.chunkRange.Store(h.opts.ChunkRange)
 	h.minTime.Store(math.MaxInt64)
 	h.maxTime.Store(math.MinInt64)
+	h.minOOOTime.Store(math.MaxInt64)
+	h.maxOOOTime.Store(math.MinInt64)
 	h.lastWALTruncationTime.Store(math.MinInt64)
 	h.lastMemoryTruncationTime.Store(math.MinInt64)
 	return nil
 }
 
 type headMetrics struct {
-	activeAppenders          prometheus.Gauge
-	series                   prometheus.GaugeFunc
-	seriesCreated            prometheus.Counter
-	seriesRemoved            prometheus.Counter
-	seriesNotFound           prometheus.Counter
-	chunks                   prometheus.Gauge
-	chunksCreated            prometheus.Counter
-	chunksRemoved            prometheus.Counter
-	gcDuration               prometheus.Summary
-	samplesAppended          *prometheus.CounterVec
-	outOfBoundSamples        *prometheus.CounterVec
-	outOfOrderSamples        *prometheus.CounterVec
-	walTruncateDuration      prometheus.Summary
-	walCorruptionsTotal      prometheus.Counter
-	walTotalReplayDuration   prometheus.Gauge
-	headTruncateFail         prometheus.Counter
-	headTruncateTotal        prometheus.Counter
-	checkpointDeleteFail     prometheus.Counter
-	checkpointDeleteTotal    prometheus.Counter
-	checkpointCreationFail   prometheus.Counter
-	checkpointCreationTotal  prometheus.Counter
-	mmapChunkCorruptionTotal prometheus.Counter
-	snapshotReplayErrorTotal prometheus.Counter // Will be either 0 or 1.
+	activeAppenders           prometheus.Gauge
+	series                    prometheus.GaugeFunc
+	seriesCreated             prometheus.Counter
+	seriesRemoved             prometheus.Counter
+	seriesNotFound            prometheus.Counter
+	chunks                    prometheus.Gauge
+	chunksCreated             prometheus.Counter
+	chunksRemoved             prometheus.Counter
+	gcDuration                prometheus.Summary
+	samplesAppended           *prometheus.CounterVec
+	outOfOrderSamplesAppended prometheus.Counter
+	outOfBoundSamples         *prometheus.CounterVec
+	outOfOrderSamples         *prometheus.CounterVec
+	tooOldSamples             *prometheus.CounterVec
+	walTruncateDuration       prometheus.Summary
+	walCorruptionsTotal       prometheus.Counter
+	dataTotalReplayDuration   prometheus.Gauge
+	headTruncateFail          prometheus.Counter
+	headTruncateTotal         prometheus.Counter
+	checkpointDeleteFail      prometheus.Counter
+	checkpointDeleteTotal     prometheus.Counter
+	checkpointCreationFail    prometheus.Counter
+	checkpointCreationTotal   prometheus.Counter
+	mmapChunkCorruptionTotal  prometheus.Counter
+	snapshotReplayErrorTotal  prometheus.Counter // Will be either 0 or 1.
+	oooHistogram              prometheus.Histogram
 }
 
 const (
@@ -343,7 +376,7 @@ func newHeadMetrics(h *Head, r prometheus.Registerer) *headMetrics {
 			Name: "prometheus_tsdb_wal_corruptions_total",
 			Help: "Total number of WAL corruptions.",
 		}),
-		walTotalReplayDuration: prometheus.NewGauge(prometheus.GaugeOpts{
+		dataTotalReplayDuration: prometheus.NewGauge(prometheus.GaugeOpts{
 			Name: "prometheus_tsdb_data_replay_duration_seconds",
 			Help: "Time taken to replay the data on disk.",
 		}),
@@ -351,13 +384,21 @@ func newHeadMetrics(h *Head, r prometheus.Registerer) *headMetrics {
 			Name: "prometheus_tsdb_head_samples_appended_total",
 			Help: "Total number of appended samples.",
 		}, []string{"type"}),
+		outOfOrderSamplesAppended: prometheus.NewCounter(prometheus.CounterOpts{
+			Name: "prometheus_tsdb_head_out_of_order_samples_appended_total",
+			Help: "Total number of appended out of order samples.",
+		}),
 		outOfBoundSamples: prometheus.NewCounterVec(prometheus.CounterOpts{
 			Name: "prometheus_tsdb_out_of_bound_samples_total",
-			Help: "Total number of out of bound samples ingestion failed attempts.",
+			Help: "Total number of out of bound samples ingestion failed attempts with out of order support disabled.",
 		}, []string{"type"}),
 		outOfOrderSamples: prometheus.NewCounterVec(prometheus.CounterOpts{
 			Name: "prometheus_tsdb_out_of_order_samples_total",
-			Help: "Total number of out of order samples ingestion failed attempts.",
+			Help: "Total number of out of order samples ingestion failed attempts due to out of order being disabled.",
+		}, []string{"type"}),
+		tooOldSamples: prometheus.NewCounterVec(prometheus.CounterOpts{
+			Name: "prometheus_tsdb_too_old_samples_total",
+			Help: "Total number of out of order samples ingestion failed attempts with out of support enabled, but sample outside of time window.",
 		}, []string{"type"}),
 		headTruncateFail: prometheus.NewCounter(prometheus.CounterOpts{
 			Name: "prometheus_tsdb_head_truncations_failed_total",
@@ -391,6 +432,19 @@ func newHeadMetrics(h *Head, r prometheus.Registerer) *headMetrics {
 			Name: "prometheus_tsdb_snapshot_replay_error_total",
 			Help: "Total number snapshot replays that failed.",
 		}),
+		oooHistogram: prometheus.NewHistogram(prometheus.HistogramOpts{
+			Name: "prometheus_tsdb_sample_ooo_delta",
+			Help: "Delta in seconds by which a sample is considered out of order (reported regardless of OOO time window and whether sample is accepted or not).",
+			Buckets: []float64{
+				60 * 10,      // 10 min
+				60 * 30,      // 30 min
+				60 * 60,      // 60 min
+				60 * 60 * 2,  // 2h
+				60 * 60 * 3,  // 3h
+				60 * 60 * 6,  // 6h
+				60 * 60 * 12, // 12h
+			},
+		}),
 	}
 
 	if r != nil {
@@ -406,10 +460,12 @@ func newHeadMetrics(h *Head, r prometheus.Registerer) *headMetrics {
 			m.gcDuration,
 			m.walTruncateDuration,
 			m.walCorruptionsTotal,
-			m.walTotalReplayDuration,
+			m.dataTotalReplayDuration,
 			m.samplesAppended,
+			m.outOfOrderSamplesAppended,
 			m.outOfBoundSamples,
 			m.outOfOrderSamples,
+			m.tooOldSamples,
 			m.headTruncateFail,
 			m.headTruncateTotal,
 			m.checkpointDeleteFail,
@@ -527,8 +583,9 @@ func (h *Head) Init(minValidTime int64) error {
 	}
 
 	mmapChunkReplayStart := time.Now()
-	mmappedChunks, err := h.loadMmappedChunks(refSeries)
+	mmappedChunks, oooMmappedChunks, lastMmapRef, err := h.loadMmappedChunks(refSeries)
 	if err != nil {
+		// TODO(codesome): clear out all m-map chunks here for refSeries.
 		level.Error(h.logger).Log("msg", "Loading on-disk chunks failed", "err", err)
 		if _, ok := errors.Cause(err).(*chunks.CorruptionErr); ok {
 			h.metrics.mmapChunkCorruptionTotal.Inc()
@@ -539,7 +596,7 @@ func (h *Head) Init(minValidTime int64) error {
 
 		// If this fails, data will be recovered from WAL.
 		// Hence we wont lose any data (given WAL is not corrupt).
-		mmappedChunks, err = h.removeCorruptedMmappedChunks(err)
+		mmappedChunks, oooMmappedChunks, lastMmapRef, err = h.removeCorruptedMmappedChunks(err)
 		if err != nil {
 			return err
 		}
@@ -582,7 +639,7 @@ func (h *Head) Init(minValidTime int64) error {
 
 		// A corrupted checkpoint is a hard error for now and requires user
 		// intervention. There's likely little data that can be recovered anyway.
-		if err := h.loadWAL(wal.NewReader(sr), multiRef, mmappedChunks); err != nil {
+		if err := h.loadWAL(wal.NewReader(sr), multiRef, mmappedChunks, oooMmappedChunks); err != nil {
 			return errors.Wrap(err, "backfill checkpoint")
 		}
 		h.updateWALReplayStatusRead(startFrom)
@@ -615,7 +672,7 @@ func (h *Head) Init(minValidTime int64) error {
 		if err != nil {
 			return errors.Wrapf(err, "segment reader (offset=%d)", offset)
 		}
-		err = h.loadWAL(wal.NewReader(sr), multiRef, mmappedChunks)
+		err = h.loadWAL(wal.NewReader(sr), multiRef, mmappedChunks, oooMmappedChunks)
 		if err := sr.Close(); err != nil {
 			level.Warn(h.logger).Log("msg", "Error while closing the wal segments reader", "err", err)
 		}
@@ -625,26 +682,94 @@ func (h *Head) Init(minValidTime int64) error {
 		level.Info(h.logger).Log("msg", "WAL segment loaded", "segment", i, "maxSegment", endAt)
 		h.updateWALReplayStatusRead(i)
 	}
+	walReplayDuration := time.Since(walReplayStart)
+
+	wblReplayStart := time.Now()
+	if h.wbl != nil {
+		// Replay OOO WAL.
+		startFrom, endAt, e = wal.Segments(h.wbl.Dir())
+		if e != nil {
+			return errors.Wrap(e, "finding OOO WAL segments")
+		}
+		h.startWALReplayStatus(startFrom, endAt)
+
+		for i := startFrom; i <= endAt; i++ {
+			s, err := wal.OpenReadSegment(wal.SegmentName(h.wbl.Dir(), i))
+			if err != nil {
+				return errors.Wrap(err, fmt.Sprintf("open WBL segment: %d", i))
+			}
+
+			sr := wal.NewSegmentBufReader(s)
+			err = h.loadWBL(wal.NewReader(sr), multiRef, lastMmapRef)
+			if err := sr.Close(); err != nil {
+				level.Warn(h.logger).Log("msg", "Error while closing the wbl segments reader", "err", err)
+			}
+			if err != nil {
+				return err
+			}
+			level.Info(h.logger).Log("msg", "WBL segment loaded", "segment", i, "maxSegment", endAt)
+			h.updateWALReplayStatusRead(i)
+		}
+	}
+
+	wblReplayDuration := time.Since(wblReplayStart)
 
-	walReplayDuration := time.Since(start)
-	h.metrics.walTotalReplayDuration.Set(walReplayDuration.Seconds())
+	totalReplayDuration := time.Since(start)
+	h.metrics.dataTotalReplayDuration.Set(totalReplayDuration.Seconds())
 	level.Info(h.logger).Log(
 		"msg", "WAL replay completed",
 		"checkpoint_replay_duration", checkpointReplayDuration.String(),
-		"wal_replay_duration", time.Since(walReplayStart).String(),
-		"total_replay_duration", walReplayDuration.String(),
+		"wal_replay_duration", walReplayDuration.String(),
+		"wbl_replay_duration", wblReplayDuration.String(),
+		"total_replay_duration", totalReplayDuration.String(),
 	)
 
 	return nil
 }
 
-func (h *Head) loadMmappedChunks(refSeries map[chunks.HeadSeriesRef]*memSeries) (map[chunks.HeadSeriesRef][]*mmappedChunk, error) {
+func (h *Head) loadMmappedChunks(refSeries map[chunks.HeadSeriesRef]*memSeries) (map[chunks.HeadSeriesRef][]*mmappedChunk, map[chunks.HeadSeriesRef][]*mmappedChunk, chunks.ChunkDiskMapperRef, error) {
 	mmappedChunks := map[chunks.HeadSeriesRef][]*mmappedChunk{}
-	if err := h.chunkDiskMapper.IterateAllChunks(func(seriesRef chunks.HeadSeriesRef, chunkRef chunks.ChunkDiskMapperRef, mint, maxt int64, numSamples uint16) error {
-		if maxt < h.minValidTime.Load() {
+	oooMmappedChunks := map[chunks.HeadSeriesRef][]*mmappedChunk{}
+	var lastRef, secondLastRef chunks.ChunkDiskMapperRef
+	if err := h.chunkDiskMapper.IterateAllChunks(func(seriesRef chunks.HeadSeriesRef, chunkRef chunks.ChunkDiskMapperRef, mint, maxt int64, numSamples uint16, encoding chunkenc.Encoding) error {
+		secondLastRef = lastRef
+		lastRef = chunkRef
+		isOOO := chunkenc.IsOutOfOrderChunk(encoding)
+		if !isOOO && maxt < h.minValidTime.Load() {
+			return nil
+		}
+
+		// We ignore any chunk that doesn't have a valid encoding
+		if !chunkenc.IsValidEncoding(encoding) {
 			return nil
 		}
+
 		ms, ok := refSeries[seriesRef]
+
+		if isOOO {
+			if !ok {
+				oooMmappedChunks[seriesRef] = append(oooMmappedChunks[seriesRef], &mmappedChunk{
+					ref:        chunkRef,
+					minTime:    mint,
+					maxTime:    maxt,
+					numSamples: numSamples,
+				})
+				return nil
+			}
+
+			h.metrics.chunks.Inc()
+			h.metrics.chunksCreated.Inc()
+
+			ms.oooMmappedChunks = append(ms.oooMmappedChunks, &mmappedChunk{
+				ref:        chunkRef,
+				minTime:    mint,
+				maxTime:    maxt,
+				numSamples: numSamples,
+			})
+
+			return nil
+		}
+
 		if !ok {
 			slice := mmappedChunks[seriesRef]
 			if len(slice) > 0 && slice[len(slice)-1].maxTime >= mint {
@@ -687,45 +812,57 @@ func (h *Head) loadMmappedChunks(refSeries map[chunks.HeadSeriesRef]*memSeries)
 		}
 		return nil
 	}); err != nil {
-		return nil, errors.Wrap(err, "iterate on on-disk chunks")
+		// secondLastRef because the lastRef caused an error.
+		return nil, nil, secondLastRef, errors.Wrap(err, "iterate on on-disk chunks")
 	}
-	return mmappedChunks, nil
+	return mmappedChunks, oooMmappedChunks, lastRef, nil
 }
 
 // removeCorruptedMmappedChunks attempts to delete the corrupted mmapped chunks and if it fails, it clears all the previously
 // loaded mmapped chunks.
-func (h *Head) removeCorruptedMmappedChunks(err error) (map[chunks.HeadSeriesRef][]*mmappedChunk, error) {
+func (h *Head) removeCorruptedMmappedChunks(err error) (map[chunks.HeadSeriesRef][]*mmappedChunk, map[chunks.HeadSeriesRef][]*mmappedChunk, chunks.ChunkDiskMapperRef, error) {
+	level.Info(h.logger).Log("msg", "Deleting mmapped chunk files")
 	// We never want to preserve the in-memory series from snapshots if we are repairing m-map chunks.
 	if err := h.resetInMemoryState(); err != nil {
-		return nil, err
+		return map[chunks.HeadSeriesRef][]*mmappedChunk{}, map[chunks.HeadSeriesRef][]*mmappedChunk{}, 0, err
 	}
 
 	level.Info(h.logger).Log("msg", "Deleting mmapped chunk files")
 
 	if err := h.chunkDiskMapper.DeleteCorrupted(err); err != nil {
 		level.Info(h.logger).Log("msg", "Deletion of corrupted mmap chunk files failed, discarding chunk files completely", "err", err)
-		if err := h.chunkDiskMapper.Truncate(math.MaxInt64); err != nil {
+		if err := h.chunkDiskMapper.Truncate(math.MaxUint32); err != nil {
 			level.Error(h.logger).Log("msg", "Deletion of all mmap chunk files failed", "err", err)
 		}
-		return map[chunks.HeadSeriesRef][]*mmappedChunk{}, nil
+		return map[chunks.HeadSeriesRef][]*mmappedChunk{}, map[chunks.HeadSeriesRef][]*mmappedChunk{}, 0, nil
 	}
 
 	level.Info(h.logger).Log("msg", "Deletion of mmap chunk files successful, reattempting m-mapping the on-disk chunks")
-	mmappedChunks, err := h.loadMmappedChunks(make(map[chunks.HeadSeriesRef]*memSeries))
+	mmappedChunks, oooMmappedChunks, lastRef, err := h.loadMmappedChunks(make(map[chunks.HeadSeriesRef]*memSeries))
 	if err != nil {
 		level.Error(h.logger).Log("msg", "Loading on-disk chunks failed, discarding chunk files completely", "err", err)
-		if err := h.chunkDiskMapper.Truncate(math.MaxInt64); err != nil {
+		if err := h.chunkDiskMapper.Truncate(math.MaxUint32); err != nil {
 			level.Error(h.logger).Log("msg", "Deletion of all mmap chunk files failed after failed loading", "err", err)
 		}
 		mmappedChunks = map[chunks.HeadSeriesRef][]*mmappedChunk{}
 	}
 
-	return mmappedChunks, nil
+	return mmappedChunks, oooMmappedChunks, lastRef, nil
 }
 
-func (h *Head) ApplyConfig(cfg *config.Config) error {
+func (h *Head) ApplyConfig(cfg *config.Config, wbl *wal.WAL) {
+	oooTimeWindow := int64(0)
+	if cfg.StorageConfig.TSDBConfig != nil {
+		oooTimeWindow = cfg.StorageConfig.TSDBConfig.OutOfOrderTimeWindow
+	}
+	if oooTimeWindow < 0 {
+		oooTimeWindow = 0
+	}
+
+	h.SetOutOfOrderTimeWindow(oooTimeWindow, wbl)
+
 	if !h.opts.EnableExemplarStorage {
-		return nil
+		return
 	}
 
 	// Head uses opts.MaxExemplars in combination with opts.EnableExemplarStorage
@@ -736,12 +873,21 @@ func (h *Head) ApplyConfig(cfg *config.Config) error {
 	newSize := h.opts.MaxExemplars.Load()
 
 	if prevSize == newSize {
-		return nil
+		return
 	}
 
 	migrated := h.exemplars.(*CircularExemplarStorage).Resize(newSize)
 	level.Info(h.logger).Log("msg", "Exemplar storage resized", "from", prevSize, "to", newSize, "migrated", migrated)
-	return nil
+}
+
+// SetOutOfOrderTimeWindow updates the out of order related parameters.
+// If the Head already has a WBL set, then the wbl will be ignored.
+func (h *Head) SetOutOfOrderTimeWindow(oooTimeWindow int64, wbl *wal.WAL) {
+	if oooTimeWindow > 0 && h.wbl == nil {
+		h.wbl = wbl
+	}
+
+	h.opts.OutOfOrderTimeWindow.Store(oooTimeWindow)
 }
 
 // EnableNativeHistograms enables the native histogram feature.
@@ -778,7 +924,7 @@ func (h *Head) updateMinMaxTime(mint, maxt int64) {
 		if mint >= lt {
 			break
 		}
-		if h.minTime.CAS(lt, mint) {
+		if h.minTime.CompareAndSwap(lt, mint) {
 			break
 		}
 	}
@@ -787,7 +933,28 @@ func (h *Head) updateMinMaxTime(mint, maxt int64) {
 		if maxt <= ht {
 			break
 		}
-		if h.maxTime.CAS(ht, maxt) {
+		if h.maxTime.CompareAndSwap(ht, maxt) {
+			break
+		}
+	}
+}
+
+func (h *Head) updateMinOOOMaxOOOTime(mint, maxt int64) {
+	for {
+		lt := h.MinOOOTime()
+		if mint >= lt {
+			break
+		}
+		if h.minOOOTime.CompareAndSwap(lt, mint) {
+			break
+		}
+	}
+	for {
+		ht := h.MaxOOOTime()
+		if maxt <= ht {
+			break
+		}
+		if h.maxOOOTime.CompareAndSwap(ht, maxt) {
 			break
 		}
 	}
@@ -848,7 +1015,7 @@ func (h *Head) truncateMemory(mint int64) (err error) {
 
 	// Ensure that max time is at least as high as min time.
 	for h.MaxTime() < mint {
-		h.maxTime.CAS(h.MaxTime(), mint)
+		h.maxTime.CompareAndSwap(h.MaxTime(), mint)
 	}
 
 	// This was an initial call to Truncate after loading blocks on startup.
@@ -858,30 +1025,7 @@ func (h *Head) truncateMemory(mint int64) (err error) {
 	}
 
 	h.metrics.headTruncateTotal.Inc()
-	start := time.Now()
-
-	actualMint := h.gc()
-	level.Info(h.logger).Log("msg", "Head GC completed", "duration", time.Since(start))
-	h.metrics.gcDuration.Observe(time.Since(start).Seconds())
-	if actualMint > h.minTime.Load() {
-		// The actual mint of the Head is higher than the one asked to truncate.
-		appendableMinValidTime := h.appendableMinValidTime()
-		if actualMint < appendableMinValidTime {
-			h.minTime.Store(actualMint)
-			h.minValidTime.Store(actualMint)
-		} else {
-			// The actual min time is in the appendable window.
-			// So we set the mint to the appendableMinValidTime.
-			h.minTime.Store(appendableMinValidTime)
-			h.minValidTime.Store(appendableMinValidTime)
-		}
-	}
-
-	// Truncate the chunk m-mapper.
-	if err := h.chunkDiskMapper.Truncate(mint); err != nil {
-		return errors.Wrap(err, "truncate chunks.HeadReadWriter")
-	}
-	return nil
+	return h.truncateSeriesAndChunkDiskMapper("truncateMemory")
 }
 
 // WaitForPendingReadersInTimeRange waits for queries overlapping with given range to finish querying.
@@ -906,6 +1050,13 @@ func (h *Head) WaitForPendingReadersInTimeRange(mint, maxt int64) {
 	}
 }
 
+// WaitForAppendersOverlapping waits for appends overlapping maxt to finish.
+func (h *Head) WaitForAppendersOverlapping(maxt int64) {
+	for maxt >= h.iso.lowestAppendTime() {
+		time.Sleep(500 * time.Millisecond)
+	}
+}
+
 // IsQuerierCollidingWithTruncation returns if the current querier needs to be closed and if a new querier
 // has to be created. In the latter case, the method also returns the new mint to be used for creating the
 // new range head and the new querier. This methods helps preventing races with the truncation of in-memory data.
@@ -970,7 +1121,7 @@ func (h *Head) truncateWAL(mint int64) error {
 	}
 	// Start a new segment, so low ingestion volume TSDB don't have more WAL than
 	// needed.
-	if err := h.wal.NextSegment(); err != nil {
+	if _, err := h.wal.NextSegment(); err != nil {
 		return errors.Wrap(err, "next segment")
 	}
 	last-- // Never consider last segment for checkpoint.
@@ -1036,6 +1187,59 @@ func (h *Head) truncateWAL(mint int64) error {
 	return nil
 }
 
+// truncateOOO
+//   - truncates the OOO WBL files whose index is strictly less than lastWBLFile.
+//   - garbage collects all the m-map chunks from the memory that are less than or equal to minOOOMmapRef
+//     and then deletes the series that do not have any data anymore.
+func (h *Head) truncateOOO(lastWBLFile int, minOOOMmapRef chunks.ChunkDiskMapperRef) error {
+	curMinOOOMmapRef := chunks.ChunkDiskMapperRef(h.minOOOMmapRef.Load())
+	if minOOOMmapRef.GreaterThan(curMinOOOMmapRef) {
+		h.minOOOMmapRef.Store(uint64(minOOOMmapRef))
+		if err := h.truncateSeriesAndChunkDiskMapper("truncateOOO"); err != nil {
+			return err
+		}
+	}
+
+	return h.wbl.Truncate(lastWBLFile)
+}
+
+// truncateSeriesAndChunkDiskMapper is a helper function for truncateMemory and truncateOOO.
+// It runs GC on the Head and truncates the ChunkDiskMapper accordingly.
+func (h *Head) truncateSeriesAndChunkDiskMapper(caller string) error {
+	start := time.Now()
+	headMaxt := h.MaxTime()
+	actualMint, minOOOTime, minMmapFile := h.gc()
+	level.Info(h.logger).Log("msg", "Head GC completed", "caller", caller, "duration", time.Since(start))
+	h.metrics.gcDuration.Observe(time.Since(start).Seconds())
+
+	if actualMint > h.minTime.Load() {
+		// The actual mint of the head is higher than the one asked to truncate.
+		appendableMinValidTime := h.appendableMinValidTime()
+		if actualMint < appendableMinValidTime {
+			h.minTime.Store(actualMint)
+			h.minValidTime.Store(actualMint)
+		} else {
+			// The actual min time is in the appendable window.
+			// So we set the mint to the appendableMinValidTime.
+			h.minTime.Store(appendableMinValidTime)
+			h.minValidTime.Store(appendableMinValidTime)
+		}
+	}
+	if headMaxt-h.opts.OutOfOrderTimeWindow.Load() < minOOOTime {
+		// The allowed OOO window is lower than the min OOO time seen during GC.
+		// So it is possible that some OOO sample was inserted that was less that minOOOTime.
+		// So we play safe and set it to the min that was possible.
+		minOOOTime = headMaxt - h.opts.OutOfOrderTimeWindow.Load()
+	}
+	h.minOOOTime.Store(minOOOTime)
+
+	// Truncate the chunk m-mapper.
+	if err := h.chunkDiskMapper.Truncate(uint32(minMmapFile)); err != nil {
+		return errors.Wrap(err, "truncate chunks.HeadReadWriter by file number")
+	}
+	return nil
+}
+
 type Stats struct {
 	NumSeries         uint64
 	MinTime, MaxTime  int64
@@ -1058,6 +1262,8 @@ func (h *Head) Stats(statsByLabelName string) *Stats {
 type RangeHead struct {
 	head       *Head
 	mint, maxt int64
+
+	isolationOff bool
 }
 
 // NewRangeHead returns a *RangeHead.
@@ -1070,12 +1276,23 @@ func NewRangeHead(head *Head, mint, maxt int64) *RangeHead {
 	}
 }
 
+// NewRangeHeadWithIsolationDisabled returns a *RangeHead that does not create an isolationState.
+func NewRangeHeadWithIsolationDisabled(head *Head, mint, maxt int64) *RangeHead {
+	rh := NewRangeHead(head, mint, maxt)
+	rh.isolationOff = true
+	return rh
+}
+
 func (h *RangeHead) Index() (IndexReader, error) {
 	return h.head.indexRange(h.mint, h.maxt), nil
 }
 
 func (h *RangeHead) Chunks() (ChunkReader, error) {
-	return h.head.chunksRange(h.mint, h.maxt, h.head.iso.State(h.mint, h.maxt))
+	var isoState *isolationState
+	if !h.isolationOff {
+		isoState = h.head.iso.State(h.mint, h.maxt)
+	}
+	return h.head.chunksRange(h.mint, h.maxt, isoState)
 }
 
 func (h *RangeHead) Tombstones() (tombstones.Reader, error) {
@@ -1169,14 +1386,20 @@ func (h *Head) Delete(mint, maxt int64, ms ...*labels.Matcher) error {
 }
 
 // gc removes data before the minimum timestamp from the head.
-// It returns the actual min times of the chunks present in the Head.
-func (h *Head) gc() int64 {
+// It returns
+// * The actual min times of the chunks present in the Head.
+// * The min OOO time seen during the GC.
+// * Min mmap file number seen in the series (in-order and out-of-order) after gc'ing the series.
+func (h *Head) gc() (actualInOrderMint, minOOOTime int64, minMmapFile int) {
 	// Only data strictly lower than this timestamp must be deleted.
 	mint := h.MinTime()
+	// Only ooo m-map chunks strictly lower than or equal to this ref
+	// must be deleted.
+	minOOOMmapRef := chunks.ChunkDiskMapperRef(h.minOOOMmapRef.Load())
 
 	// Drop old chunks and remember series IDs and hashes if they can be
 	// deleted entirely.
-	deleted, chunksRemoved, actualMint := h.series.gc(mint)
+	deleted, chunksRemoved, actualInOrderMint, minOOOTime, minMmapFile := h.series.gc(mint, minOOOMmapRef)
 	seriesRemoved := len(deleted)
 
 	h.metrics.seriesRemoved.Add(float64(seriesRemoved))
@@ -1206,7 +1429,7 @@ func (h *Head) gc() int64 {
 		h.deletedMtx.Unlock()
 	}
 
-	return actualMint
+	return actualInOrderMint, minOOOTime, minMmapFile
 }
 
 // Tombstones returns a new reader over the head's tombstones
@@ -1244,6 +1467,18 @@ func (h *Head) MaxTime() int64 {
 	return h.maxTime.Load()
 }
 
+// MinOOOTime returns the lowest time bound on visible data in the out of order
+// head.
+func (h *Head) MinOOOTime() int64 {
+	return h.minOOOTime.Load()
+}
+
+// MaxOOOTime returns the highest timestamp on visible data in the out of order
+// head.
+func (h *Head) MaxOOOTime() int64 {
+	return h.maxOOOTime.Load()
+}
+
 // compactable returns whether the head has a compactable range.
 // The head has a compactable range when the head time range is 1.5 times the chunk range.
 // The 0.5 acts as a buffer of the appendable window.
@@ -1265,6 +1500,9 @@ func (h *Head) Close() error {
 	if h.wal != nil {
 		errs.Add(h.wal.Close())
 	}
+	if h.wbl != nil {
+		errs.Add(h.wbl.Close())
+	}
 	if errs.Err() == nil && h.opts.EnableMemorySnapshotOnShutdown {
 		errs.Add(h.performChunkSnapshot())
 	}
@@ -1295,7 +1533,7 @@ func (h *Head) getOrCreate(hash uint64, lset labels.Labels) (*memSeries, bool, e
 
 func (h *Head) getOrCreateWithID(id chunks.HeadSeriesRef, hash uint64, lset labels.Labels) (*memSeries, bool, error) {
 	s, created, err := h.series.getOrSet(hash, lset, func() *memSeries {
-		return newMemSeries(lset, id, h.chunkRange.Load(), &h.memChunkPool, h.opts.IsolationDisabled)
+		return newMemSeries(lset, id, h.opts.IsolationDisabled)
 	})
 	if err != nil {
 		return nil, false, err
@@ -1357,7 +1595,7 @@ const (
 )
 
 // stripeSeries holds series by HeadSeriesRef ("ID") and also by hash of their labels.
-// ID-based lookups via (getByID()) are preferred over getByHash() for performance reasons.
+// ID-based lookups via getByID() are preferred over getByHash() for performance reasons.
 // It locks modulo ranges of IDs and hashes to reduce lock contention.
 // The locks are padded to not be on the same cache line. Filling the padded space
 // with the maps was profiled to be slower – likely due to the additional pointer
@@ -1399,13 +1637,16 @@ func newStripeSeries(stripeSize int, seriesCallback SeriesLifecycleCallback) *st
 // note: returning map[chunks.HeadSeriesRef]struct{} would be more accurate,
 // but the returned map goes into postings.Delete() which expects a map[storage.SeriesRef]struct
 // and there's no easy way to cast maps.
-func (s *stripeSeries) gc(mint int64) (map[storage.SeriesRef]struct{}, int, int64) {
+// minMmapFile is the min mmap file number seen in the series (in-order and out-of-order) after gc'ing the series.
+func (s *stripeSeries) gc(mint int64, minOOOMmapRef chunks.ChunkDiskMapperRef) (_ map[storage.SeriesRef]struct{}, _ int, _, _ int64, minMmapFile int) {
 	var (
 		deleted                  = map[storage.SeriesRef]struct{}{}
 		deletedForCallback       = []labels.Labels{}
 		rmChunks                 = 0
 		actualMint         int64 = math.MaxInt64
+		minOOOTime         int64 = math.MaxInt64
 	)
+	minMmapFile = math.MaxInt32
 	// Run through all series and truncate old chunks. Mark those with no
 	// chunks left as deleted and store their ID.
 	for i := 0; i < s.size; i++ {
@@ -1414,9 +1655,32 @@ func (s *stripeSeries) gc(mint int64) (map[storage.SeriesRef]struct{}, int, int6
 		for hash, all := range s.hashes[i] {
 			for _, series := range all {
 				series.Lock()
-				rmChunks += series.truncateChunksBefore(mint)
+				rmChunks += series.truncateChunksBefore(mint, minOOOMmapRef)
 
-				if len(series.mmappedChunks) > 0 || series.headChunk != nil || series.pendingCommit {
+				if len(series.mmappedChunks) > 0 {
+					seq, _ := series.mmappedChunks[0].ref.Unpack()
+					if seq < minMmapFile {
+						minMmapFile = seq
+					}
+				}
+				if len(series.oooMmappedChunks) > 0 {
+					seq, _ := series.oooMmappedChunks[0].ref.Unpack()
+					if seq < minMmapFile {
+						minMmapFile = seq
+					}
+					for _, ch := range series.oooMmappedChunks {
+						if ch.minTime < minOOOTime {
+							minOOOTime = ch.minTime
+						}
+					}
+				}
+				if series.oooHeadChunk != nil {
+					if series.oooHeadChunk.minTime < minOOOTime {
+						minOOOTime = series.oooHeadChunk.minTime
+					}
+				}
+				if len(series.mmappedChunks) > 0 || len(series.oooMmappedChunks) > 0 ||
+					series.headChunk != nil || series.oooHeadChunk != nil || series.pendingCommit {
 					seriesMint := series.minTime()
 					if seriesMint < actualMint {
 						actualMint = seriesMint
@@ -1459,7 +1723,7 @@ func (s *stripeSeries) gc(mint int64) (map[storage.SeriesRef]struct{}, int, int6
 		actualMint = mint
 	}
 
-	return deleted, rmChunks, actualMint
+	return deleted, rmChunks, actualMint, minOOOTime, minMmapFile
 }
 
 func (s *stripeSeries) getByID(id chunks.HeadSeriesRef) *memSeries {
@@ -1558,7 +1822,7 @@ type memSeries struct {
 
 	ref  chunks.HeadSeriesRef
 	lset labels.Labels
-	meta metadata.Metadata
+	meta *metadata.Metadata
 
 	// Immutable chunks on disk that have not yet gone into a block, in order of ascending time stamps.
 	// When compaction runs, chunks get moved into a block and all pointers are shifted like so:
@@ -1570,42 +1834,43 @@ type memSeries struct {
 	//
 	// pN is the pointer to the mmappedChunk referered to by HeadChunkID=N
 	mmappedChunks []*mmappedChunk
+	headChunk     *memChunk          // Most recent chunk in memory that's still being built.
+	firstChunkID  chunks.HeadChunkID // HeadChunkID for mmappedChunks[0]
+
+	oooMmappedChunks []*mmappedChunk    // Immutable chunks on disk containing OOO samples.
+	oooHeadChunk     *oooHeadChunk      // Most recent chunk for ooo samples in memory that's still being built.
+	firstOOOChunkID  chunks.HeadChunkID // HeadOOOChunkID for oooMmappedChunks[0]
 
-	mmMaxTime    int64     // Max time of any mmapped chunk, only used during WAL replay.
-	headChunk    *memChunk // Most recent chunk in memory that's still being built.
-	chunkRange   int64
-	firstChunkID chunks.HeadChunkID // HeadChunkID for mmappedChunks[0]
+	mmMaxTime int64 // Max time of any mmapped chunk, only used during WAL replay.
 
 	nextAt int64 // Timestamp at which to cut the next chunk.
 
-	// We keep the last 4 samples here (in addition to appending them to the chunk) so we don't need coordination between appender and querier.
-	// Even the most compact encoding of a sample takes 2 bits, so the last byte is not contended.
-	sampleBuf [4]sample
+	// We keep the last value here (in addition to appending it to the chunk) so we can check for duplicates.
+	lastValue float64
 
-	pendingCommit bool // Whether there are samples waiting to be committed to this series.
+	// We keep the last histogram value here (in addition to appending it to the chunk) so we can check for duplicates.
+	lastHistogramValue *histogram.Histogram
 
 	// Current appender for the head chunk. Set when a new head chunk is cut.
 	// It is nil only if headChunk is nil. E.g. if there was an appender that created a new series, but rolled back the commit
 	// (the first sample would create a headChunk, hence appender, but rollback skipped it while the Append() call would create a series).
 	app chunkenc.Appender
 
-	memChunkPool *sync.Pool
-
 	// txs is nil if isolation is disabled.
 	txs *txRing
 
 	// TODO(beorn7): The only reason we track this is to create a staleness
 	// marker as either histogram or float sample. Perhaps there is a better way.
 	isHistogramSeries bool
+
+	pendingCommit bool // Whether there are samples waiting to be committed to this series.
 }
 
-func newMemSeries(lset labels.Labels, id chunks.HeadSeriesRef, chunkRange int64, memChunkPool *sync.Pool, isolationDisabled bool) *memSeries {
+func newMemSeries(lset labels.Labels, id chunks.HeadSeriesRef, isolationDisabled bool) *memSeries {
 	s := &memSeries{
-		lset:         lset,
-		ref:          id,
-		chunkRange:   chunkRange,
-		nextAt:       math.MinInt64,
-		memChunkPool: memChunkPool,
+		lset:   lset,
+		ref:    id,
+		nextAt: math.MinInt64,
 	}
 	if !isolationDisabled {
 		s.txs = newTxRing(4)
@@ -1624,6 +1889,7 @@ func (s *memSeries) minTime() int64 {
 }
 
 func (s *memSeries) maxTime() int64 {
+	// The highest timestamps will always be in the regular (non-OOO) chunks, even if OOO is enabled.
 	c := s.head()
 	if c != nil {
 		return c.maxTime
@@ -1637,26 +1903,39 @@ func (s *memSeries) maxTime() int64 {
 // truncateChunksBefore removes all chunks from the series that
 // have no timestamp at or after mint.
 // Chunk IDs remain unchanged.
-func (s *memSeries) truncateChunksBefore(mint int64) (removed int) {
+func (s *memSeries) truncateChunksBefore(mint int64, minOOOMmapRef chunks.ChunkDiskMapperRef) int {
+	var removedInOrder int
 	if s.headChunk != nil && s.headChunk.maxTime < mint {
 		// If head chunk is truncated, we can truncate all mmapped chunks.
-		removed = 1 + len(s.mmappedChunks)
-		s.firstChunkID += chunks.HeadChunkID(removed)
+		removedInOrder = 1 + len(s.mmappedChunks)
+		s.firstChunkID += chunks.HeadChunkID(removedInOrder)
 		s.headChunk = nil
 		s.mmappedChunks = nil
-		return removed
 	}
 	if len(s.mmappedChunks) > 0 {
 		for i, c := range s.mmappedChunks {
 			if c.maxTime >= mint {
 				break
 			}
-			removed = i + 1
+			removedInOrder = i + 1
 		}
-		s.mmappedChunks = append(s.mmappedChunks[:0], s.mmappedChunks[removed:]...)
-		s.firstChunkID += chunks.HeadChunkID(removed)
+		s.mmappedChunks = append(s.mmappedChunks[:0], s.mmappedChunks[removedInOrder:]...)
+		s.firstChunkID += chunks.HeadChunkID(removedInOrder)
 	}
-	return removed
+
+	var removedOOO int
+	if len(s.oooMmappedChunks) > 0 {
+		for i, c := range s.oooMmappedChunks {
+			if c.ref.GreaterThan(minOOOMmapRef) {
+				break
+			}
+			removedOOO = i + 1
+		}
+		s.oooMmappedChunks = append(s.oooMmappedChunks[:0], s.oooMmappedChunks[removedOOO:]...)
+		s.firstOOOChunkID += chunks.HeadChunkID(removedOOO)
+	}
+
+	return removedInOrder + removedOOO
 }
 
 // cleanupAppendIDsBelow cleans up older appendIDs. Has to be called after
@@ -1676,6 +1955,16 @@ type memChunk struct {
 	minTime, maxTime int64
 }
 
+type oooHeadChunk struct {
+	chunk            *OOOChunk
+	minTime, maxTime int64 // can probably be removed and pulled out of the chunk instead
+}
+
+// OverlapsClosedInterval returns true if the chunk overlaps [mint, maxt].
+func (mc *oooHeadChunk) OverlapsClosedInterval(mint, maxt int64) bool {
+	return overlapsClosedInterval(mc.minTime, mc.maxTime, mint, maxt)
+}
+
 // OverlapsClosedInterval returns true if the chunk overlaps [mint, maxt].
 func (mc *memChunk) OverlapsClosedInterval(mint, maxt int64) bool {
 	return overlapsClosedInterval(mc.minTime, mc.maxTime, mint, maxt)
@@ -1704,12 +1993,15 @@ func (noopSeriesLifecycleCallback) PostCreation(labels.Labels)      {}
 func (noopSeriesLifecycleCallback) PostDeletion(...labels.Labels)   {}
 
 func (h *Head) Size() int64 {
-	var walSize int64
+	var walSize, wblSize int64
 	if h.wal != nil {
 		walSize, _ = h.wal.Size()
 	}
+	if h.wbl != nil {
+		wblSize, _ = h.wbl.Size()
+	}
 	cdmSize, _ := h.chunkDiskMapper.Size()
-	return walSize + cdmSize
+	return walSize + wblSize + cdmSize
 }
 
 func (h *RangeHead) Size() int64 {
diff --git a/tsdb/head_append.go b/tsdb/head_append.go
index 6565be52dbd..a3b5027ea49 100644
--- a/tsdb/head_append.go
+++ b/tsdb/head_append.go
@@ -90,12 +90,12 @@ func (a *initAppender) UpdateMetadata(ref storage.SeriesRef, l labels.Labels, m
 // initTime initializes a head with the first timestamp. This only needs to be called
 // for a completely fresh head with an empty WAL.
 func (h *Head) initTime(t int64) {
-	if !h.minTime.CAS(math.MaxInt64, t) {
+	if !h.minTime.CompareAndSwap(math.MaxInt64, t) {
 		return
 	}
 	// Ensure that max time is initialized to at least the min time we just set.
 	// Concurrent appenders may already have set it to a higher value.
-	h.maxTime.CAS(math.MinInt64, t)
+	h.maxTime.CompareAndSwap(math.MinInt64, t)
 }
 
 func (a *initAppender) GetRef(lset labels.Labels) (storage.SeriesRef, labels.Labels) {
@@ -136,7 +136,8 @@ func (h *Head) Appender(_ context.Context) storage.Appender {
 }
 
 func (h *Head) appender() *headAppender {
-	appendID, cleanupAppendIDsBelow := h.iso.newAppendID() // Every appender gets an ID that is cleared upon commit/rollback.
+	minValidTime := h.appendableMinValidTime()
+	appendID, cleanupAppendIDsBelow := h.iso.newAppendID(minValidTime) // Every appender gets an ID that is cleared upon commit/rollback.
 
 	// Allocate the exemplars buffer only if exemplars are enabled.
 	var exemplarsBuf []exemplarWithSeriesRef
@@ -146,9 +147,11 @@ func (h *Head) appender() *headAppender {
 
 	return &headAppender{
 		head:                  h,
-		minValidTime:          h.appendableMinValidTime(),
+		minValidTime:          minValidTime,
 		mint:                  math.MaxInt64,
 		maxt:                  math.MinInt64,
+		headMaxt:              h.MaxTime(),
+		oooTimeWindow:         h.opts.OutOfOrderTimeWindow.Load(),
 		samples:               h.getAppendBuffer(),
 		sampleSeries:          h.getSeriesBuffer(),
 		exemplars:             exemplarsBuf,
@@ -278,9 +281,11 @@ type exemplarWithSeriesRef struct {
 }
 
 type headAppender struct {
-	head         *Head
-	minValidTime int64 // No samples below this timestamp are allowed.
-	mint, maxt   int64
+	head          *Head
+	minValidTime  int64 // No samples below this timestamp are allowed.
+	mint, maxt    int64
+	headMaxt      int64 // We track it here to not take the lock for every sample appended.
+	oooTimeWindow int64 // Use the same for the entire append, and don't load the atomic for each sample.
 
 	series          []record.RefSeries          // New series held by this appender.
 	samples         []record.RefSample          // New float samples held by this appender.
@@ -296,7 +301,9 @@ type headAppender struct {
 }
 
 func (a *headAppender) Append(ref storage.SeriesRef, lset labels.Labels, t int64, v float64) (storage.SeriesRef, error) {
-	if t < a.minValidTime {
+	// For OOO inserts, this restriction is irrelevant and will be checked later once we confirm the sample is an in-order append.
+	// If OOO inserts are disabled, we may as well as check this as early as we can and avoid more work.
+	if a.oooTimeWindow == 0 && t < a.minValidTime {
 		a.head.metrics.outOfBoundSamples.WithLabelValues(sampleMetricTypeFloat).Inc()
 		return 0, storage.ErrOutOfBounds
 	}
@@ -332,15 +339,25 @@ func (a *headAppender) Append(ref storage.SeriesRef, lset labels.Labels, t int64
 	}
 
 	s.Lock()
-	if err := s.appendable(t, v); err != nil {
-		s.Unlock()
-		if err == storage.ErrOutOfOrderSample {
+	// TODO(codesome): If we definitely know at this point that the sample is ooo, then optimise
+	// to skip that sample from the WAL and write only in the WBL.
+	_, delta, err := s.appendable(t, v, a.headMaxt, a.minValidTime, a.oooTimeWindow)
+	if err == nil {
+		s.pendingCommit = true
+	}
+	s.Unlock()
+	if delta > 0 {
+		a.head.metrics.oooHistogram.Observe(float64(delta))
+	}
+	if err != nil {
+		switch err {
+		case storage.ErrOutOfOrderSample:
 			a.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeFloat).Inc()
+		case storage.ErrTooOldSample:
+			a.head.metrics.tooOldSamples.WithLabelValues(sampleMetricTypeFloat).Inc()
 		}
 		return 0, err
 	}
-	s.pendingCommit = true
-	s.Unlock()
 
 	if t < a.mint {
 		a.mint = t
@@ -358,25 +375,46 @@ func (a *headAppender) Append(ref storage.SeriesRef, lset labels.Labels, t int64
 	return storage.SeriesRef(s.ref), nil
 }
 
-// appendable checks whether the given sample is valid for appending to the series.
-func (s *memSeries) appendable(t int64, v float64) error {
-	c := s.head()
-	if c == nil {
-		return nil
+// appendable checks whether the given sample is valid for appending to the series. (if we return false and no error)
+// The sample belongs to the out of order chunk if we return true and no error.
+// An error signifies the sample cannot be handled.
+func (s *memSeries) appendable(t int64, v float64, headMaxt, minValidTime, oooTimeWindow int64) (isOOO bool, oooDelta int64, err error) {
+	// Check if we can append in the in-order chunk.
+	if t >= minValidTime {
+		if s.head() == nil {
+			// The series has no sample and was freshly created.
+			return false, 0, nil
+		}
+		msMaxt := s.maxTime()
+		if t > msMaxt {
+			return false, 0, nil
+		}
+		if t == msMaxt {
+			// We are allowing exact duplicates as we can encounter them in valid cases
+			// like federation and erroring out at that time would be extremely noisy.
+			// This only checks against the latest in-order sample.
+			// The OOO headchunk has its own method to detect these duplicates.
+			if math.Float64bits(s.lastValue) != math.Float64bits(v) {
+				return false, 0, storage.ErrDuplicateSampleForTimestamp
+			}
+			// Sample is identical (ts + value) with most current (highest ts) sample in sampleBuf.
+			return false, 0, nil
+		}
 	}
 
-	if t > c.maxTime {
-		return nil
+	// The sample cannot go in the in-order chunk. Check if it can go in the out-of-order chunk.
+	if oooTimeWindow > 0 && t >= headMaxt-oooTimeWindow {
+		return true, headMaxt - t, nil
 	}
-	if t < c.maxTime {
-		return storage.ErrOutOfOrderSample
+
+	// The sample cannot go in both in-order and out-of-order chunk.
+	if oooTimeWindow > 0 {
+		return true, headMaxt - t, storage.ErrTooOldSample
 	}
-	// We are allowing exact duplicates as we can encounter them in valid cases
-	// like federation and erroring out at that time would be extremely noisy.
-	if math.Float64bits(s.sampleBuf[3].v) != math.Float64bits(v) {
-		return storage.ErrDuplicateSampleForTimestamp
+	if t < minValidTime {
+		return false, headMaxt - t, storage.ErrOutOfBounds
 	}
-	return nil
+	return false, headMaxt - t, storage.ErrOutOfOrderSample
 }
 
 // appendableHistogram checks whether the given sample is valid for appending to the series.
@@ -395,7 +433,7 @@ func (s *memSeries) appendableHistogram(t int64, h *histogram.Histogram) error {
 
 	// We are allowing exact duplicates as we can encounter them in valid cases
 	// like federation and erroring out at that time would be extremely noisy.
-	if !h.Equals(s.sampleBuf[3].h) {
+	if !h.Equals(s.lastHistogramValue) {
 		return storage.ErrDuplicateSampleForTimestamp
 	}
 	return nil
@@ -521,7 +559,7 @@ func (a *headAppender) UpdateMetadata(ref storage.SeriesRef, lset labels.Labels,
 	}
 
 	s.RLock()
-	hasNewMetadata := s.meta != meta
+	hasNewMetadata := s.meta == nil || *s.meta != meta
 	s.RUnlock()
 
 	if hasNewMetadata {
@@ -686,6 +724,7 @@ func exemplarsForEncoding(es []exemplarWithSeriesRef) []record.RefExemplar {
 }
 
 // Commit writes to the WAL and adds the data to the Head.
+// TODO(codesome): Refactor this method to reduce indentation and make it more readable.
 func (a *headAppender) Commit() (err error) {
 	if a.closed {
 		return ErrAppenderClosed
@@ -716,38 +755,168 @@ func (a *headAppender) Commit() (err error) {
 	defer a.head.putHistogramBuffer(a.histograms)
 	defer a.head.putMetadataBuffer(a.metadata)
 	defer a.head.iso.closeAppend(a.appendID)
-	total := len(a.samples)
-	var series *memSeries
+
+	var (
+		samplesAppended = len(a.samples)
+		oooAccepted     int   // number of samples out of order but accepted: with ooo enabled and within time window
+		oooRejected     int   // number of samples rejected due to: out of order but OOO support disabled.
+		tooOldRejected  int   // number of samples rejected due to: that are out of order but too old (OOO support enabled, but outside time window)
+		oobRejected     int   // number of samples rejected due to: out of bounds: with t < minValidTime (OOO support disabled)
+		inOrderMint     int64 = math.MaxInt64
+		inOrderMaxt     int64 = math.MinInt64
+		ooomint         int64 = math.MaxInt64
+		ooomaxt         int64 = math.MinInt64
+		wblSamples      []record.RefSample
+		oooMmapMarkers  map[chunks.HeadSeriesRef]chunks.ChunkDiskMapperRef
+		oooRecords      [][]byte
+		oooCapMax       = a.head.opts.OutOfOrderCapMax.Load()
+		chunkRange      = a.head.chunkRange.Load()
+		series          *memSeries
+		enc             record.Encoder
+	)
+	defer func() {
+		for i := range oooRecords {
+			a.head.putBytesBuffer(oooRecords[i][:0])
+		}
+	}()
+	collectOOORecords := func() {
+		if a.head.wbl == nil {
+			// WBL is not enabled. So no need to collect.
+			wblSamples = nil
+			oooMmapMarkers = nil
+			return
+		}
+		// The m-map happens before adding a new sample. So we collect
+		// the m-map markers first, and then samples.
+		// WBL Graphically:
+		//   WBL Before this Commit(): [old samples before this commit for chunk 1]
+		//   WBL After this Commit():  [old samples before this commit for chunk 1][new samples in this commit for chunk 1]mmapmarker1[samples for chunk 2]mmapmarker2[samples for chunk 3]
+		if oooMmapMarkers != nil {
+			markers := make([]record.RefMmapMarker, 0, len(oooMmapMarkers))
+			for ref, mmapRef := range oooMmapMarkers {
+				markers = append(markers, record.RefMmapMarker{
+					Ref:     ref,
+					MmapRef: mmapRef,
+				})
+			}
+			r := enc.MmapMarkers(markers, a.head.getBytesBuffer())
+			oooRecords = append(oooRecords, r)
+		}
+
+		if len(wblSamples) > 0 {
+			r := enc.Samples(wblSamples, a.head.getBytesBuffer())
+			oooRecords = append(oooRecords, r)
+		}
+
+		wblSamples = nil
+		oooMmapMarkers = nil
+	}
 	for i, s := range a.samples {
 		series = a.sampleSeries[i]
 		series.Lock()
-		ok, chunkCreated := series.append(s.T, s.V, a.appendID, a.head.chunkDiskMapper)
-		series.cleanupAppendIDsBelow(a.cleanupAppendIDsBelow)
-		series.pendingCommit = false
-		series.Unlock()
 
-		if !ok {
-			total--
-			a.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeFloat).Inc()
+		oooSample, _, err := series.appendable(s.T, s.V, a.headMaxt, a.minValidTime, a.oooTimeWindow)
+		switch err {
+		case storage.ErrOutOfOrderSample:
+			samplesAppended--
+			oooRejected++
+		case storage.ErrOutOfBounds:
+			samplesAppended--
+			oobRejected++
+		case storage.ErrTooOldSample:
+			samplesAppended--
+			tooOldRejected++
+		case nil:
+			// Do nothing.
+		default:
+			samplesAppended--
+		}
+
+		var ok, chunkCreated bool
+
+		if err == nil && oooSample {
+			// Sample is OOO and OOO handling is enabled
+			// and the delta is within the OOO tolerance.
+			var mmapRef chunks.ChunkDiskMapperRef
+			ok, chunkCreated, mmapRef = series.insert(s.T, s.V, a.head.chunkDiskMapper, oooCapMax)
+			if chunkCreated {
+				r, ok := oooMmapMarkers[series.ref]
+				if !ok || r != 0 {
+					// !ok means there are no markers collected for these samples yet. So we first flush the samples
+					// before setting this m-map marker.
+
+					// r != 0 means we have already m-mapped a chunk for this series in the same Commit().
+					// Hence, before we m-map again, we should add the samples and m-map markers
+					// seen till now to the WBL records.
+					collectOOORecords()
+				}
+
+				if oooMmapMarkers == nil {
+					oooMmapMarkers = make(map[chunks.HeadSeriesRef]chunks.ChunkDiskMapperRef)
+				}
+				oooMmapMarkers[series.ref] = mmapRef
+			}
+			if ok {
+				wblSamples = append(wblSamples, s)
+				if s.T < ooomint {
+					ooomint = s.T
+				}
+				if s.T > ooomaxt {
+					ooomaxt = s.T
+				}
+				oooAccepted++
+			} else {
+				// Sample is an exact duplicate of the last sample.
+				// NOTE: We can only detect updates if they clash with a sample in the OOOHeadChunk,
+				// not with samples in already flushed OOO chunks.
+				// TODO(codesome): Add error reporting? It depends on addressing https://github.com/prometheus/prometheus/discussions/10305.
+				samplesAppended--
+			}
+		} else if err == nil {
+			ok, chunkCreated = series.append(s.T, s.V, a.appendID, a.head.chunkDiskMapper, chunkRange)
+			if ok {
+				if s.T < inOrderMint {
+					inOrderMint = s.T
+				}
+				if s.T > inOrderMaxt {
+					inOrderMaxt = s.T
+				}
+			} else {
+				// The sample is an exact duplicate, and should be silently dropped.
+				samplesAppended--
+			}
 		}
+
 		if chunkCreated {
 			a.head.metrics.chunks.Inc()
 			a.head.metrics.chunksCreated.Inc()
 		}
+
+		series.cleanupAppendIDsBelow(a.cleanupAppendIDsBelow)
+		series.pendingCommit = false
+		series.Unlock()
 	}
 
 	histogramsTotal := len(a.histograms)
+	histoOOORejected := 0
 	for i, s := range a.histograms {
 		series = a.histogramSeries[i]
 		series.Lock()
-		ok, chunkCreated := series.appendHistogram(s.T, s.H, a.appendID, a.head.chunkDiskMapper)
+		ok, chunkCreated := series.appendHistogram(s.T, s.H, a.appendID, a.head.chunkDiskMapper, chunkRange)
 		series.cleanupAppendIDsBelow(a.cleanupAppendIDsBelow)
 		series.pendingCommit = false
 		series.Unlock()
 
-		if !ok {
+		if ok {
+			if s.T < inOrderMint {
+				inOrderMint = s.T
+			}
+			if s.T > inOrderMaxt {
+				inOrderMaxt = s.T
+			}
+		} else {
 			histogramsTotal--
-			a.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeHistogram).Inc()
+			histoOOORejected++
 		}
 		if chunkCreated {
 			a.head.metrics.chunks.Inc()
@@ -758,23 +927,60 @@ func (a *headAppender) Commit() (err error) {
 	for i, m := range a.metadata {
 		series = a.metadataSeries[i]
 		series.Lock()
-		series.meta = metadata.Metadata{Type: record.ToTextparseMetricType(m.Type), Unit: m.Unit, Help: m.Help}
+		series.meta = &metadata.Metadata{Type: record.ToTextparseMetricType(m.Type), Unit: m.Unit, Help: m.Help}
 		series.Unlock()
 	}
 
-	a.head.metrics.samplesAppended.WithLabelValues(sampleMetricTypeFloat).Add(float64(total))
+	a.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeFloat).Add(float64(oooRejected))
+	a.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeHistogram).Add(float64(histoOOORejected))
+	a.head.metrics.outOfBoundSamples.WithLabelValues(sampleMetricTypeFloat).Add(float64(oobRejected))
+	a.head.metrics.tooOldSamples.WithLabelValues(sampleMetricTypeFloat).Add(float64(tooOldRejected))
+	a.head.metrics.samplesAppended.WithLabelValues(sampleMetricTypeFloat).Add(float64(samplesAppended))
 	a.head.metrics.samplesAppended.WithLabelValues(sampleMetricTypeHistogram).Add(float64(histogramsTotal))
-	a.head.updateMinMaxTime(a.mint, a.maxt)
-
+	a.head.metrics.outOfOrderSamplesAppended.Add(float64(oooAccepted))
+	a.head.updateMinMaxTime(inOrderMint, inOrderMaxt)
+	a.head.updateMinOOOMaxOOOTime(ooomint, ooomaxt)
+
+	collectOOORecords()
+	if a.head.wbl != nil {
+		if err := a.head.wbl.Log(oooRecords...); err != nil {
+			// TODO(codesome): Currently WBL logging of ooo samples is best effort here since we cannot try logging
+			// until we have found what samples become OOO. We can try having a metric for this failure.
+			// Returning the error here is not correct because we have already put the samples into the memory,
+			// hence the append/insert was a success.
+			level.Error(a.head.logger).Log("msg", "Failed to log out of order samples into the WAL", "err", err)
+		}
+	}
 	return nil
 }
 
+// insert is like append, except it inserts. Used for OOO samples.
+func (s *memSeries) insert(t int64, v float64, chunkDiskMapper *chunks.ChunkDiskMapper, oooCapMax int64) (inserted, chunkCreated bool, mmapRef chunks.ChunkDiskMapperRef) {
+	c := s.oooHeadChunk
+	if c == nil || c.chunk.NumSamples() == int(oooCapMax) {
+		// Note: If no new samples come in then we rely on compaction to clean up stale in-memory OOO chunks.
+		c, mmapRef = s.cutNewOOOHeadChunk(t, chunkDiskMapper)
+		chunkCreated = true
+	}
+
+	ok := c.chunk.Insert(t, v)
+	if ok {
+		if chunkCreated || t < c.minTime {
+			c.minTime = t
+		}
+		if chunkCreated || t > c.maxTime {
+			c.maxTime = t
+		}
+	}
+	return ok, chunkCreated, mmapRef
+}
+
 // append adds the sample (t, v) to the series. The caller also has to provide
 // the appendID for isolation. (The appendID can be zero, which results in no
 // isolation for this append.)
 // It is unsafe to call this concurrently with s.iterator(...) without holding the series lock.
-func (s *memSeries) append(t int64, v float64, appendID uint64, chunkDiskMapper *chunks.ChunkDiskMapper) (sampleInOrder, chunkCreated bool) {
-	c, sampleInOrder, chunkCreated := s.appendPreprocessor(t, chunkenc.EncXOR, chunkDiskMapper)
+func (s *memSeries) append(t int64, v float64, appendID uint64, chunkDiskMapper *chunks.ChunkDiskMapper, chunkRange int64) (sampleInOrder, chunkCreated bool) {
+	c, sampleInOrder, chunkCreated := s.appendPreprocessor(t, chunkenc.EncXOR, chunkDiskMapper, chunkRange)
 	if !sampleInOrder {
 		return sampleInOrder, chunkCreated
 	}
@@ -783,10 +989,7 @@ func (s *memSeries) append(t int64, v float64, appendID uint64, chunkDiskMapper
 
 	c.maxTime = t
 
-	s.sampleBuf[0] = s.sampleBuf[1]
-	s.sampleBuf[1] = s.sampleBuf[2]
-	s.sampleBuf[2] = s.sampleBuf[3]
-	s.sampleBuf[3] = sample{t: t, v: v}
+	s.lastValue = v
 
 	if appendID > 0 {
 		s.txs.add(appendID)
@@ -797,7 +1000,7 @@ func (s *memSeries) append(t int64, v float64, appendID uint64, chunkDiskMapper
 
 // appendHistogram adds the histogram.
 // It is unsafe to call this concurrently with s.iterator(...) without holding the series lock.
-func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID uint64, chunkDiskMapper *chunks.ChunkDiskMapper) (sampleInOrder, chunkCreated bool) {
+func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID uint64, chunkDiskMapper *chunks.ChunkDiskMapper, chunkRange int64) (sampleInOrder, chunkCreated bool) {
 	// Head controls the execution of recoding, so that we own the proper
 	// chunk reference afterwards.  We check for Appendable before
 	// appendPreprocessor because in case it ends up creating a new chunk,
@@ -808,7 +1011,7 @@ func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID ui
 		positiveInterjections, negativeInterjections []chunkenc.Interjection
 		okToAppend, counterReset                     bool
 	)
-	c, sampleInOrder, chunkCreated := s.appendPreprocessor(t, chunkenc.EncHistogram, chunkDiskMapper)
+	c, sampleInOrder, chunkCreated := s.appendPreprocessor(t, chunkenc.EncHistogram, chunkDiskMapper, chunkRange)
 	if !sampleInOrder {
 		return sampleInOrder, chunkCreated
 	}
@@ -824,7 +1027,7 @@ func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID ui
 		//   recoding before we can append our histogram.
 		// - okToAppend and no interjections → Chunk is ready to support our histogram.
 		if !okToAppend || counterReset {
-			c = s.cutNewHeadChunk(t, chunkenc.EncHistogram, chunkDiskMapper)
+			c = s.cutNewHeadChunk(t, chunkenc.EncHistogram, chunkDiskMapper, chunkRange)
 			chunkCreated = true
 		} else if len(positiveInterjections) > 0 || len(negativeInterjections) > 0 {
 			// New buckets have appeared. We need to recode all
@@ -855,10 +1058,7 @@ func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID ui
 
 	c.maxTime = t
 
-	s.sampleBuf[0] = s.sampleBuf[1]
-	s.sampleBuf[1] = s.sampleBuf[2]
-	s.sampleBuf[2] = s.sampleBuf[3]
-	s.sampleBuf[3] = sample{t: t, h: h}
+	s.lastHistogramValue = h
 
 	if appendID > 0 {
 		s.txs.add(appendID)
@@ -871,7 +1071,7 @@ func (s *memSeries) appendHistogram(t int64, h *histogram.Histogram, appendID ui
 // It is unsafe to call this concurrently with s.iterator(...) without holding the series lock.
 // This should be called only when appending data.
 func (s *memSeries) appendPreprocessor(
-	t int64, e chunkenc.Encoding, chunkDiskMapper *chunks.ChunkDiskMapper,
+	t int64, e chunkenc.Encoding, chunkDiskMapper *chunks.ChunkDiskMapper, chunkRange int64,
 ) (c *memChunk, sampleInOrder, chunkCreated bool) {
 	// Based on Gorilla white papers this offers near-optimal compression ratio
 	// so anything bigger that this has diminishing returns and increases
@@ -885,8 +1085,8 @@ func (s *memSeries) appendPreprocessor(
 			// Out of order sample. Sample timestamp is already in the mmapped chunks, so ignore it.
 			return c, false, false
 		}
-		// There is no chunk in this series yet, create the first chunk for the sample.
-		c = s.cutNewHeadChunk(t, e, chunkDiskMapper)
+		// There is no head chunk in this series yet, create the first chunk for the sample.
+		c = s.cutNewHeadChunk(t, e, chunkDiskMapper, chunkRange)
 		chunkCreated = true
 	}
 
@@ -898,7 +1098,7 @@ func (s *memSeries) appendPreprocessor(
 	if c.chunk.Encoding() != e {
 		// The chunk encoding expected by this append is different than the head chunk's
 		// encoding. So we cut a new chunk with the expected encoding.
-		c = s.cutNewHeadChunk(t, e, chunkDiskMapper)
+		c = s.cutNewHeadChunk(t, e, chunkDiskMapper, chunkRange)
 		chunkCreated = true
 	}
 
@@ -907,7 +1107,7 @@ func (s *memSeries) appendPreprocessor(
 		// It could be the new chunk created after reading the chunk snapshot,
 		// hence we fix the minTime of the chunk here.
 		c.minTime = t
-		s.nextAt = rangeForTimestamp(c.minTime, s.chunkRange)
+		s.nextAt = rangeForTimestamp(c.minTime, chunkRange)
 	}
 
 	// If we reach 25% of a chunk's desired sample count, predict an end time
@@ -923,9 +1123,10 @@ func (s *memSeries) appendPreprocessor(
 	// as we expect more chunks to come.
 	// Note that next chunk will have its nextAt recalculated for the new rate.
 	if t >= s.nextAt || numSamples >= samplesPerChunk*2 {
-		c = s.cutNewHeadChunk(t, e, chunkDiskMapper)
+		c = s.cutNewHeadChunk(t, e, chunkDiskMapper, chunkRange)
 		chunkCreated = true
 	}
+
 	return c, true, chunkCreated
 }
 
@@ -943,7 +1144,7 @@ func computeChunkEndTime(start, cur, max int64) int64 {
 }
 
 func (s *memSeries) cutNewHeadChunk(
-	mint int64, e chunkenc.Encoding, chunkDiskMapper *chunks.ChunkDiskMapper,
+	mint int64, e chunkenc.Encoding, chunkDiskMapper *chunks.ChunkDiskMapper, chunkRange int64,
 ) *memChunk {
 	s.mmapCurrentHeadChunk(chunkDiskMapper)
 
@@ -964,7 +1165,7 @@ func (s *memSeries) cutNewHeadChunk(
 
 	// Set upper bound on when the next chunk must be started. An earlier timestamp
 	// may be chosen dynamically at a later point.
-	s.nextAt = rangeForTimestamp(mint, s.chunkRange)
+	s.nextAt = rangeForTimestamp(mint, chunkRange)
 
 	app, err := s.headChunk.chunk.Appender()
 	if err != nil {
@@ -974,6 +1175,36 @@ func (s *memSeries) cutNewHeadChunk(
 	return s.headChunk
 }
 
+func (s *memSeries) cutNewOOOHeadChunk(mint int64, chunkDiskMapper *chunks.ChunkDiskMapper) (*oooHeadChunk, chunks.ChunkDiskMapperRef) {
+	ref := s.mmapCurrentOOOHeadChunk(chunkDiskMapper)
+
+	s.oooHeadChunk = &oooHeadChunk{
+		chunk:   NewOOOChunk(),
+		minTime: mint,
+		maxTime: math.MinInt64,
+	}
+
+	return s.oooHeadChunk, ref
+}
+
+func (s *memSeries) mmapCurrentOOOHeadChunk(chunkDiskMapper *chunks.ChunkDiskMapper) chunks.ChunkDiskMapperRef {
+	if s.oooHeadChunk == nil {
+		// There is no head chunk, so nothing to m-map here.
+		return 0
+	}
+	xor, _ := s.oooHeadChunk.chunk.ToXOR() // Encode to XorChunk which is more compact and implements all of the needed functionality.
+	oooXor := &chunkenc.OOOXORChunk{XORChunk: xor}
+	chunkRef := chunkDiskMapper.WriteChunk(s.ref, s.oooHeadChunk.minTime, s.oooHeadChunk.maxTime, oooXor, handleChunkWriteError)
+	s.oooMmappedChunks = append(s.oooMmappedChunks, &mmappedChunk{
+		ref:        chunkRef,
+		numSamples: uint16(xor.NumSamples()),
+		minTime:    s.oooHeadChunk.minTime,
+		maxTime:    s.oooHeadChunk.maxTime,
+	})
+	s.oooHeadChunk = nil
+	return chunkRef
+}
+
 func (s *memSeries) mmapCurrentHeadChunk(chunkDiskMapper *chunks.ChunkDiskMapper) {
 	if s.headChunk == nil || s.headChunk.chunk.NumSamples() == 0 {
 		// There is no head chunk, so nothing to m-map here.
diff --git a/tsdb/head_read.go b/tsdb/head_read.go
index 1105cbb2dec..6a273a0fd8a 100644
--- a/tsdb/head_read.go
+++ b/tsdb/head_read.go
@@ -17,11 +17,12 @@ import (
 	"context"
 	"math"
 	"sort"
+	"sync"
 
 	"github.com/go-kit/log/level"
 	"github.com/pkg/errors"
+	"golang.org/x/exp/slices"
 
-	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/storage"
 	"github.com/prometheus/prometheus/tsdb/chunkenc"
@@ -65,7 +66,7 @@ func (h *headIndexReader) Symbols() index.StringIter {
 func (h *headIndexReader) SortedLabelValues(name string, matchers ...*labels.Matcher) ([]string, error) {
 	values, err := h.LabelValues(name, matchers...)
 	if err == nil {
-		sort.Strings(values)
+		slices.Sort(values)
 	}
 	return values, err
 }
@@ -95,7 +96,7 @@ func (h *headIndexReader) LabelNames(matchers ...*labels.Matcher) ([]string, err
 
 	if len(matchers) == 0 {
 		labelNames := h.head.postings.LabelNames()
-		sort.Strings(labelNames)
+		slices.Sort(labelNames)
 		return labelNames, nil
 	}
 
@@ -183,11 +184,20 @@ func (h *headIndexReader) Series(ref storage.SeriesRef, lbls *labels.Labels, chk
 	return nil
 }
 
-// headChunkID returns the HeadChunkID corresponding to .mmappedChunks[pos]
+// headChunkID returns the HeadChunkID referred to by the given position.
+// * 0 <= pos < len(s.mmappedChunks) refer to s.mmappedChunks[pos]
+// * pos == len(s.mmappedChunks) refers to s.headChunk
 func (s *memSeries) headChunkID(pos int) chunks.HeadChunkID {
 	return chunks.HeadChunkID(pos) + s.firstChunkID
 }
 
+// oooHeadChunkID returns the HeadChunkID referred to by the given position.
+// * 0 <= pos < len(s.oooMmappedChunks) refer to s.oooMmappedChunks[pos]
+// * pos == len(s.oooMmappedChunks) refers to s.oooHeadChunk
+func (s *memSeries) oooHeadChunkID(pos int) chunks.HeadChunkID {
+	return chunks.HeadChunkID(pos) + s.firstOOOChunkID
+}
+
 // LabelValueFor returns label value for the given label name in the series referred to by ID.
 func (h *headIndexReader) LabelValueFor(id storage.SeriesRef, label string) (string, error) {
 	memSeries := h.head.series.getByID(chunks.HeadSeriesRef(id))
@@ -220,7 +230,7 @@ func (h *headIndexReader) LabelNamesFor(ids ...storage.SeriesRef) ([]string, err
 	for name := range namesMap {
 		names = append(names, name)
 	}
-	sort.Strings(names)
+	slices.Sort(names)
 	return names, nil
 }
 
@@ -253,13 +263,15 @@ type headChunkReader struct {
 }
 
 func (h *headChunkReader) Close() error {
-	h.isoState.Close()
+	if h.isoState != nil {
+		h.isoState.Close()
+	}
 	return nil
 }
 
 // Chunk returns the chunk for the reference number.
-func (h *headChunkReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
-	sid, cid := chunks.HeadChunkRef(ref).Unpack()
+func (h *headChunkReader) Chunk(meta chunks.Meta) (chunkenc.Chunk, error) {
+	sid, cid := chunks.HeadChunkRef(meta.Ref).Unpack()
 
 	s := h.head.series.getByID(sid)
 	// This means that the series has been garbage collected.
@@ -268,7 +280,7 @@ func (h *headChunkReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
 	}
 
 	s.Lock()
-	c, garbageCollect, err := s.chunk(cid, h.head.chunkDiskMapper)
+	c, garbageCollect, err := s.chunk(cid, h.head.chunkDiskMapper, &h.head.memChunkPool)
 	if err != nil {
 		s.Unlock()
 		return nil, err
@@ -277,7 +289,7 @@ func (h *headChunkReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
 		if garbageCollect {
 			// Set this to nil so that Go GC can collect it after it has been used.
 			c.chunk = nil
-			s.memChunkPool.Put(c)
+			h.head.memChunkPool.Put(c)
 		}
 	}()
 
@@ -294,13 +306,14 @@ func (h *headChunkReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
 		cid:             cid,
 		isoState:        h.isoState,
 		chunkDiskMapper: h.head.chunkDiskMapper,
+		memChunkPool:    &h.head.memChunkPool,
 	}, nil
 }
 
 // chunk returns the chunk for the HeadChunkID from memory or by m-mapping it from the disk.
 // If garbageCollect is true, it means that the returned *memChunk
 // (and not the chunkenc.Chunk inside it) can be garbage collected after its usage.
-func (s *memSeries) chunk(id chunks.HeadChunkID, chunkDiskMapper *chunks.ChunkDiskMapper) (chunk *memChunk, garbageCollect bool, err error) {
+func (s *memSeries) chunk(id chunks.HeadChunkID, chunkDiskMapper *chunks.ChunkDiskMapper, memChunkPool *sync.Pool) (chunk *memChunk, garbageCollect bool, err error) {
 	// ix represents the index of chunk in the s.mmappedChunks slice. The chunk id's are
 	// incremented by 1 when new chunk is created, hence (id - firstChunkID) gives the slice index.
 	// The max index for the s.mmappedChunks slice can be len(s.mmappedChunks)-1, hence if the ix
@@ -322,32 +335,289 @@ func (s *memSeries) chunk(id chunks.HeadChunkID, chunkDiskMapper *chunks.ChunkDi
 		}
 		return nil, false, err
 	}
-	mc := s.memChunkPool.Get().(*memChunk)
+	mc := memChunkPool.Get().(*memChunk)
 	mc.chunk = chk
 	mc.minTime = s.mmappedChunks[ix].minTime
 	mc.maxTime = s.mmappedChunks[ix].maxTime
 	return mc, true, nil
 }
 
+// oooMergedChunk returns the requested chunk based on the given chunks.Meta
+// reference from memory or by m-mapping it from the disk. The returned chunk
+// might be a merge of all the overlapping chunks, if any, amongst all the
+// chunks in the OOOHead.
+// This function is not thread safe unless the caller holds a lock.
+func (s *memSeries) oooMergedChunk(meta chunks.Meta, cdm *chunks.ChunkDiskMapper, mint, maxt int64) (chunk *mergedOOOChunks, err error) {
+	_, cid := chunks.HeadChunkRef(meta.Ref).Unpack()
+
+	// ix represents the index of chunk in the s.mmappedChunks slice. The chunk meta's are
+	// incremented by 1 when new chunk is created, hence (meta - firstChunkID) gives the slice index.
+	// The max index for the s.mmappedChunks slice can be len(s.mmappedChunks)-1, hence if the ix
+	// is len(s.mmappedChunks), it represents the next chunk, which is the head chunk.
+	ix := int(cid) - int(s.firstOOOChunkID)
+	if ix < 0 || ix > len(s.oooMmappedChunks) {
+		return nil, storage.ErrNotFound
+	}
+
+	if ix == len(s.oooMmappedChunks) {
+		if s.oooHeadChunk == nil {
+			return nil, errors.New("invalid ooo head chunk")
+		}
+	}
+
+	// We create a temporary slice of chunk metas to hold the information of all
+	// possible chunks that may overlap with the requested chunk.
+	tmpChks := make([]chunkMetaAndChunkDiskMapperRef, 0, len(s.oooMmappedChunks))
+
+	oooHeadRef := chunks.ChunkRef(chunks.NewHeadChunkRef(s.ref, s.oooHeadChunkID(len(s.oooMmappedChunks))))
+	if s.oooHeadChunk != nil && s.oooHeadChunk.OverlapsClosedInterval(mint, maxt) {
+		// We only want to append the head chunk if this chunk existed when
+		// Series() was called. This brings consistency in case new data
+		// is added in between Series() and Chunk() calls.
+		if oooHeadRef == meta.OOOLastRef {
+			tmpChks = append(tmpChks, chunkMetaAndChunkDiskMapperRef{
+				meta: chunks.Meta{
+					// Ignoring samples added before and after the last known min and max time for this chunk.
+					MinTime: meta.OOOLastMinTime,
+					MaxTime: meta.OOOLastMaxTime,
+					Ref:     oooHeadRef,
+				},
+			})
+		}
+	}
+
+	for i, c := range s.oooMmappedChunks {
+		chunkRef := chunks.ChunkRef(chunks.NewHeadChunkRef(s.ref, s.oooHeadChunkID(i)))
+		// We can skip chunks that came in later than the last known OOOLastRef.
+		if chunkRef > meta.OOOLastRef {
+			break
+		}
+
+		if chunkRef == meta.OOOLastRef {
+			tmpChks = append(tmpChks, chunkMetaAndChunkDiskMapperRef{
+				meta: chunks.Meta{
+					MinTime: meta.OOOLastMinTime,
+					MaxTime: meta.OOOLastMaxTime,
+					Ref:     chunkRef,
+				},
+				ref:      c.ref,
+				origMinT: c.minTime,
+				origMaxT: c.maxTime,
+			})
+		} else if c.OverlapsClosedInterval(mint, maxt) {
+			tmpChks = append(tmpChks, chunkMetaAndChunkDiskMapperRef{
+				meta: chunks.Meta{
+					MinTime: c.minTime,
+					MaxTime: c.maxTime,
+					Ref:     chunkRef,
+				},
+				ref: c.ref,
+			})
+		}
+	}
+
+	// Next we want to sort all the collected chunks by min time so we can find
+	// those that overlap and stop when we know the rest don't.
+	sort.Sort(byMinTimeAndMinRef(tmpChks))
+
+	mc := &mergedOOOChunks{}
+	absoluteMax := int64(math.MinInt64)
+	for _, c := range tmpChks {
+		if c.meta.Ref != meta.Ref && (len(mc.chunks) == 0 || c.meta.MinTime > absoluteMax) {
+			continue
+		}
+		if c.meta.Ref == oooHeadRef {
+			var xor *chunkenc.XORChunk
+			// If head chunk min and max time match the meta OOO markers
+			// that means that the chunk has not expanded so we can append
+			// it as it is.
+			if s.oooHeadChunk.minTime == meta.OOOLastMinTime && s.oooHeadChunk.maxTime == meta.OOOLastMaxTime {
+				xor, err = s.oooHeadChunk.chunk.ToXOR() // TODO(jesus.vazquez) (This is an optimization idea that has no priority and might not be that useful) See if we could use a copy of the underlying slice. That would leave the more expensive ToXOR() function only for the usecase where Bytes() is called.
+			} else {
+				// We need to remove samples that are outside of the markers
+				xor, err = s.oooHeadChunk.chunk.ToXORBetweenTimestamps(meta.OOOLastMinTime, meta.OOOLastMaxTime)
+			}
+			if err != nil {
+				return nil, errors.Wrap(err, "failed to convert ooo head chunk to xor chunk")
+			}
+			c.meta.Chunk = xor
+		} else {
+			chk, err := cdm.Chunk(c.ref)
+			if err != nil {
+				if _, ok := err.(*chunks.CorruptionErr); ok {
+					return nil, errors.Wrap(err, "invalid ooo mmapped chunk")
+				}
+				return nil, err
+			}
+			if c.meta.Ref == meta.OOOLastRef &&
+				(c.origMinT != meta.OOOLastMinTime || c.origMaxT != meta.OOOLastMaxTime) {
+				// The head expanded and was memory mapped so now we need to
+				// wrap the chunk within a chunk that doesnt allows us to iterate
+				// through samples out of the OOOLastMinT and OOOLastMaxT
+				// markers.
+				c.meta.Chunk = boundedChunk{chk, meta.OOOLastMinTime, meta.OOOLastMaxTime}
+			} else {
+				c.meta.Chunk = chk
+			}
+		}
+		mc.chunks = append(mc.chunks, c.meta)
+		if c.meta.MaxTime > absoluteMax {
+			absoluteMax = c.meta.MaxTime
+		}
+	}
+
+	return mc, nil
+}
+
+var _ chunkenc.Chunk = &mergedOOOChunks{}
+
+// mergedOOOChunks holds the list of overlapping chunks. This struct satisfies
+// chunkenc.Chunk.
+type mergedOOOChunks struct {
+	chunks []chunks.Meta
+}
+
+// Bytes is a very expensive method because its calling the iterator of all the
+// chunks in the mergedOOOChunk and building a new chunk with the samples.
+func (o mergedOOOChunks) Bytes() []byte {
+	xc := chunkenc.NewXORChunk()
+	app, err := xc.Appender()
+	if err != nil {
+		panic(err)
+	}
+	it := o.Iterator(nil)
+	for it.Next() == chunkenc.ValFloat {
+		t, v := it.At()
+		app.Append(t, v)
+	}
+
+	return xc.Bytes()
+}
+
+func (o mergedOOOChunks) Encoding() chunkenc.Encoding {
+	return chunkenc.EncXOR
+}
+
+func (o mergedOOOChunks) Appender() (chunkenc.Appender, error) {
+	return nil, errors.New("can't append to mergedOOOChunks")
+}
+
+func (o mergedOOOChunks) Iterator(iterator chunkenc.Iterator) chunkenc.Iterator {
+	iterators := make([]chunkenc.Iterator, 0, len(o.chunks))
+	for _, c := range o.chunks {
+		iterators = append(iterators, c.Chunk.Iterator(nil))
+	}
+	return storage.NewChainSampleIterator(iterators)
+}
+
+func (o mergedOOOChunks) NumSamples() int {
+	samples := 0
+	for _, c := range o.chunks {
+		samples += c.Chunk.NumSamples()
+	}
+	return samples
+}
+
+func (o mergedOOOChunks) Compact() {}
+
+var _ chunkenc.Chunk = &boundedChunk{}
+
+// boundedChunk is an implementation of chunkenc.Chunk that uses a
+// boundedIterator that only iterates through samples which timestamps are
+// >= minT and <= maxT
+type boundedChunk struct {
+	chunkenc.Chunk
+	minT int64
+	maxT int64
+}
+
+func (b boundedChunk) Bytes() []byte {
+	xor := chunkenc.NewXORChunk()
+	a, _ := xor.Appender()
+	it := b.Iterator(nil)
+	for it.Next() == chunkenc.ValFloat {
+		t, v := it.At()
+		a.Append(t, v)
+	}
+	return xor.Bytes()
+}
+
+func (b boundedChunk) Iterator(iterator chunkenc.Iterator) chunkenc.Iterator {
+	it := b.Chunk.Iterator(iterator)
+	if it == nil {
+		panic("iterator shouldn't be nil")
+	}
+	return boundedIterator{it, b.minT, b.maxT}
+}
+
+var _ chunkenc.Iterator = &boundedIterator{}
+
+// boundedIterator is an implementation of Iterator that only iterates through
+// samples which timestamps are >= minT and <= maxT
+type boundedIterator struct {
+	chunkenc.Iterator
+	minT int64
+	maxT int64
+}
+
+// Next the first time its called it will advance as many positions as necessary
+// until its able to find a sample within the bounds minT and maxT.
+// If there are samples within bounds it will advance one by one amongst them.
+// If there are no samples within bounds it will return false.
+func (b boundedIterator) Next() chunkenc.ValueType {
+	for b.Iterator.Next() == chunkenc.ValFloat {
+		t, _ := b.Iterator.At()
+		if t < b.minT {
+			continue
+		} else if t > b.maxT {
+			return chunkenc.ValNone
+		}
+		return chunkenc.ValFloat
+	}
+	return chunkenc.ValNone
+}
+
+func (b boundedIterator) Seek(t int64) chunkenc.ValueType {
+	if t < b.minT {
+		// We must seek at least up to b.minT if it is asked for something before that.
+		val := b.Iterator.Seek(b.minT)
+		if !(val == chunkenc.ValFloat) {
+			return chunkenc.ValNone
+		}
+		t, _ := b.Iterator.At()
+		if t <= b.maxT {
+			return chunkenc.ValFloat
+		}
+	}
+	if t > b.maxT {
+		// We seek anyway so that the subsequent Next() calls will also return false.
+		b.Iterator.Seek(t)
+		return chunkenc.ValNone
+	}
+	return b.Iterator.Seek(t)
+}
+
+// safeChunk makes sure that the chunk can be accessed without a race condition
 type safeChunk struct {
 	chunkenc.Chunk
 	s               *memSeries
 	cid             chunks.HeadChunkID
 	isoState        *isolationState
 	chunkDiskMapper *chunks.ChunkDiskMapper
+	memChunkPool    *sync.Pool
 }
 
 func (c *safeChunk) Iterator(reuseIter chunkenc.Iterator) chunkenc.Iterator {
 	c.s.Lock()
-	it := c.s.iterator(c.cid, c.isoState, c.chunkDiskMapper, reuseIter)
+	it := c.s.iterator(c.cid, c.isoState, c.chunkDiskMapper, c.memChunkPool, reuseIter)
 	c.s.Unlock()
 	return it
 }
 
 // iterator returns a chunk iterator for the requested chunkID, or a NopIterator if the requested ID is out of range.
 // It is unsafe to call this concurrently with s.append(...) without holding the series lock.
-func (s *memSeries) iterator(id chunks.HeadChunkID, isoState *isolationState, chunkDiskMapper *chunks.ChunkDiskMapper, it chunkenc.Iterator) chunkenc.Iterator {
-	c, garbageCollect, err := s.chunk(id, chunkDiskMapper)
+func (s *memSeries) iterator(id chunks.HeadChunkID, isoState *isolationState, chunkDiskMapper *chunks.ChunkDiskMapper, memChunkPool *sync.Pool, it chunkenc.Iterator) chunkenc.Iterator {
+	c, garbageCollect, err := s.chunk(id, chunkDiskMapper, memChunkPool)
 	// TODO(fabxc): Work around! An error will be returns when a querier have retrieved a pointer to a
 	// series's chunk, which got then garbage collected before it got
 	// accessed.  We must ensure to not garbage collect as long as any
@@ -360,7 +630,7 @@ func (s *memSeries) iterator(id chunks.HeadChunkID, isoState *isolationState, ch
 			// Set this to nil so that Go GC can collect it after it has been used.
 			// This should be done always at the end.
 			c.chunk = nil
-			s.memChunkPool.Put(c)
+			memChunkPool.Put(c)
 		}
 	}()
 
@@ -410,128 +680,10 @@ func (s *memSeries) iterator(id chunks.HeadChunkID, isoState *isolationState, ch
 	if stopAfter == 0 {
 		return chunkenc.NewNopIterator()
 	}
-
-	if int(id)-int(s.firstChunkID) < len(s.mmappedChunks) {
-		if stopAfter == numSamples {
-			return c.chunk.Iterator(it)
-		}
-		if msIter, ok := it.(*stopIterator); ok {
-			msIter.Iterator = c.chunk.Iterator(msIter.Iterator)
-			msIter.i = -1
-			msIter.stopAfter = stopAfter
-			return msIter
-		}
-		return &stopIterator{
-			Iterator:  c.chunk.Iterator(it),
-			i:         -1,
-			stopAfter: stopAfter,
-		}
-	}
-	// Serve the last 4 samples for the last chunk from the sample buffer
-	// as their compressed bytes may be mutated by added samples.
-	if msIter, ok := it.(*memSafeIterator); ok {
-		msIter.Iterator = c.chunk.Iterator(msIter.Iterator)
-		msIter.i = -1
-		msIter.total = numSamples
-		msIter.stopAfter = stopAfter
-		msIter.buf = s.sampleBuf
-		return msIter
+	if stopAfter == numSamples {
+		return c.chunk.Iterator(it)
 	}
-	return &memSafeIterator{
-		stopIterator: stopIterator{
-			Iterator:  c.chunk.Iterator(it),
-			i:         -1,
-			stopAfter: stopAfter,
-		},
-		total: numSamples,
-		buf:   s.sampleBuf,
-	}
-}
-
-// memSafeIterator returns values from the wrapped stopIterator
-// except the last 4, which come from buf.
-type memSafeIterator struct {
-	stopIterator
-
-	total int
-	buf   [4]sample
-}
-
-func (it *memSafeIterator) Seek(t int64) chunkenc.ValueType {
-	if it.Err() != nil {
-		return chunkenc.ValNone
-	}
-
-	var valueType chunkenc.ValueType
-	var ts int64 = math.MinInt64
-
-	if it.i > -1 {
-		ts = it.AtT()
-	}
-
-	if t <= ts {
-		// We are already at the right sample, but we have to find out
-		// its ValueType.
-		if it.total-it.i > 4 {
-			return it.Iterator.Seek(ts)
-		}
-		return it.buf[4-(it.total-it.i)].Type()
-	}
-
-	for t > ts || it.i == -1 {
-		if valueType = it.Next(); valueType == chunkenc.ValNone {
-			return chunkenc.ValNone
-		}
-		ts = it.AtT()
-	}
-
-	return valueType
-}
-
-func (it *memSafeIterator) Next() chunkenc.ValueType {
-	if it.i+1 >= it.stopAfter {
-		return chunkenc.ValNone
-	}
-	it.i++
-	if it.total-it.i > 4 {
-		return it.Iterator.Next()
-	}
-	return it.buf[4-(it.total-it.i)].Type()
-}
-
-func (it *memSafeIterator) At() (int64, float64) {
-	if it.total-it.i > 4 {
-		return it.Iterator.At()
-	}
-	s := it.buf[4-(it.total-it.i)]
-	return s.t, s.v
-}
-
-func (it *memSafeIterator) AtHistogram() (int64, *histogram.Histogram) {
-	if it.total-it.i > 4 {
-		return it.Iterator.AtHistogram()
-	}
-	s := it.buf[4-(it.total-it.i)]
-	return s.t, s.h
-}
-
-func (it *memSafeIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	if it.total-it.i > 4 {
-		return it.Iterator.AtFloatHistogram()
-	}
-	s := it.buf[4-(it.total-it.i)]
-	if s.fh != nil {
-		return s.t, s.fh
-	}
-	return s.t, s.h.ToFloat()
-}
-
-func (it *memSafeIterator) AtT() int64 {
-	if it.total-it.i > 4 {
-		return it.Iterator.AtT()
-	}
-	s := it.buf[4-(it.total-it.i)]
-	return s.t
+	return makeStopIterator(c.chunk, it, stopAfter)
 }
 
 // stopIterator wraps an Iterator, but only returns the first
@@ -549,3 +701,19 @@ func (it *stopIterator) Next() chunkenc.ValueType {
 	it.i++
 	return it.Iterator.Next()
 }
+
+func makeStopIterator(c chunkenc.Chunk, it chunkenc.Iterator, stopAfter int) chunkenc.Iterator {
+	// Re-use the Iterator object if it is a stopIterator.
+	if stopIter, ok := it.(*stopIterator); ok {
+		stopIter.Iterator = c.Iterator(stopIter.Iterator)
+		stopIter.i = -1
+		stopIter.stopAfter = stopAfter
+		return stopIter
+	}
+
+	return &stopIterator{
+		Iterator:  c.Iterator(it),
+		i:         -1,
+		stopAfter: stopAfter,
+	}
+}
diff --git a/tsdb/head_wal.go b/tsdb/head_wal.go
index 77e267e4c65..e92d020851d 100644
--- a/tsdb/head_wal.go
+++ b/tsdb/head_wal.go
@@ -42,13 +42,15 @@ import (
 	"github.com/prometheus/prometheus/tsdb/wal"
 )
 
-func (h *Head) loadWAL(r *wal.Reader, multiRef map[chunks.HeadSeriesRef]chunks.HeadSeriesRef, mmappedChunks map[chunks.HeadSeriesRef][]*mmappedChunk) (err error) {
-	var (
-		// Track number of samples that referenced a series we don't know about for error reporting.
-		unknownRefs, unknownExemplarRefs, unknownHistogramRefs, unknownMetadataRefs atomic.Uint64
-		// Track number of series records that had overlapping m-map chunks.
-		mmapOverlappingChunks uint64
-	)
+func (h *Head) loadWAL(r *wal.Reader, multiRef map[chunks.HeadSeriesRef]chunks.HeadSeriesRef, mmappedChunks, oooMmappedChunks map[chunks.HeadSeriesRef][]*mmappedChunk) (err error) {
+	// Track number of samples that referenced a series we don't know about
+	// for error reporting.
+	var unknownRefs atomic.Uint64
+	var unknownExemplarRefs atomic.Uint64
+	var unknownHistogramRefs atomic.Uint64
+	var unknownMetadataRefs atomic.Uint64
+	// Track number of series records that had overlapping m-map chunks.
+	var mmapOverlappingChunks atomic.Uint64
 
 	// Start workers that each process samples for a partition of the series ID space.
 	var (
@@ -112,8 +114,9 @@ func (h *Head) loadWAL(r *wal.Reader, multiRef map[chunks.HeadSeriesRef]chunks.H
 		processors[i].setup()
 
 		go func(wp *walSubsetProcessor) {
-			unknown, unknownHistograms := wp.processWALSamples(h)
+			unknown, unknownHistograms, overlapping := wp.processWALSamples(h, mmappedChunks, oooMmappedChunks)
 			unknownRefs.Add(unknown)
+			mmapOverlappingChunks.Add(overlapping)
 			unknownHistogramRefs.Add(unknownHistograms)
 			wg.Done()
 		}(&processors[i])
@@ -242,61 +245,18 @@ Outer:
 				if chunks.HeadSeriesRef(h.lastSeriesID.Load()) < walSeries.Ref {
 					h.lastSeriesID.Store(uint64(walSeries.Ref))
 				}
-
-				idx := uint64(mSeries.ref) % uint64(n)
-				// It is possible that some old sample is being processed in processWALSamples that
-				// could cause race below. So we wait for the goroutine to empty input the buffer and finish
-				// processing all old samples after emptying the buffer.
-				processors[idx].waitUntilIdle()
-				// Lock the subset so we can modify the series object
-				processors[idx].mx.Lock()
-
-				mmc := mmappedChunks[walSeries.Ref]
-
-				if created {
-					// This is the first WAL series record for this series.
-					h.resetSeriesWithMMappedChunks(mSeries, mmc)
-					processors[idx].mx.Unlock()
-					continue
+				if !created {
+					multiRef[walSeries.Ref] = mSeries.ref
 				}
 
-				// There's already a different ref for this series.
-				// A duplicate series record is only possible when the old samples were already compacted into a block.
-				// Hence we can discard all the samples and m-mapped chunks replayed till now for this series.
-
-				multiRef[walSeries.Ref] = mSeries.ref
-
-				// Checking if the new m-mapped chunks overlap with the already existing ones.
-				if len(mSeries.mmappedChunks) > 0 && len(mmc) > 0 {
-					if overlapsClosedInterval(
-						mSeries.mmappedChunks[0].minTime,
-						mSeries.mmappedChunks[len(mSeries.mmappedChunks)-1].maxTime,
-						mmc[0].minTime,
-						mmc[len(mmc)-1].maxTime,
-					) {
-						mmapOverlappingChunks++
-						level.Debug(h.logger).Log(
-							"msg", "M-mapped chunks overlap on a duplicate series record",
-							"series", mSeries.lset.String(),
-							"oldref", mSeries.ref,
-							"oldmint", mSeries.mmappedChunks[0].minTime,
-							"oldmaxt", mSeries.mmappedChunks[len(mSeries.mmappedChunks)-1].maxTime,
-							"newref", walSeries.Ref,
-							"newmint", mmc[0].minTime,
-							"newmaxt", mmc[len(mmc)-1].maxTime,
-						)
-					}
-				}
-
-				// Replacing m-mapped chunks with the new ones (could be empty).
-				h.resetSeriesWithMMappedChunks(mSeries, mmc)
-
-				processors[idx].mx.Unlock()
+				idx := uint64(mSeries.ref) % uint64(n)
+				processors[idx].input <- walSubsetProcessorInputItem{walSeriesRef: walSeries.Ref, existingSeries: mSeries}
 			}
 			//nolint:staticcheck // Ignore SA6002 relax staticcheck verification.
 			seriesPool.Put(v)
 		case []record.RefSample:
 			samples := v
+			minValidTime := h.minValidTime.Load()
 			// We split up the samples into chunks of 5000 samples or less.
 			// With O(300 * #cores) in-flight sample batches, large scrapes could otherwise
 			// cause thousands of very large in flight buffers occupying large amounts
@@ -307,9 +267,14 @@ Outer:
 					m = len(samples)
 				}
 				for i := 0; i < n; i++ {
-					shards[i] = processors[i].reuseBuf()
+					if shards[i] == nil {
+						shards[i] = processors[i].reuseBuf()
+					}
 				}
 				for _, sam := range samples[:m] {
+					if sam.T < minValidTime {
+						continue // Before minValidTime: discard.
+					}
 					if r, ok := multiRef[sam.Ref]; ok {
 						sam.Ref = r
 					}
@@ -317,7 +282,10 @@ Outer:
 					shards[mod] = append(shards[mod], sam)
 				}
 				for i := 0; i < n; i++ {
-					processors[i].input <- shards[i]
+					if len(shards[i]) > 0 {
+						processors[i].input <- walSubsetProcessorInputItem{samples: shards[i]}
+						shards[i] = nil
+					}
 				}
 				samples = samples[m:]
 			}
@@ -346,6 +314,7 @@ Outer:
 			exemplarsPool.Put(v)
 		case []record.RefHistogramSample:
 			samples := v
+			minValidTime := h.minValidTime.Load()
 			// We split up the samples into chunks of 5000 samples or less.
 			// With O(300 * #cores) in-flight sample batches, large scrapes could otherwise
 			// cause thousands of very large in flight buffers occupying large amounts
@@ -356,9 +325,14 @@ Outer:
 					m = len(samples)
 				}
 				for i := 0; i < n; i++ {
-					histogramShards[i] = processors[i].reuseHistogramBuf()
+					if histogramShards[i] == nil {
+						histogramShards[i] = processors[i].reuseHistogramBuf()
+					}
 				}
 				for _, sam := range samples[:m] {
+					if sam.T < minValidTime {
+						continue // Before minValidTime: discard.
+					}
 					if r, ok := multiRef[sam.Ref]; ok {
 						sam.Ref = r
 					}
@@ -366,7 +340,10 @@ Outer:
 					histogramShards[mod] = append(histogramShards[mod], sam)
 				}
 				for i := 0; i < n; i++ {
-					processors[i].input <- histogramShards[i]
+					if len(histogramShards[i]) > 0 {
+						processors[i].input <- walSubsetProcessorInputItem{histogramSamples: histogramShards[i]}
+						histogramShards[i] = nil
+					}
 				}
 				samples = samples[m:]
 			}
@@ -379,7 +356,7 @@ Outer:
 					unknownMetadataRefs.Inc()
 					continue
 				}
-				s.meta = metadata.Metadata{
+				s.meta = &metadata.Metadata{
 					Type: record.ToTextparseMetricType(m.Type),
 					Unit: m.Unit,
 					Help: m.Help,
@@ -422,18 +399,43 @@ Outer:
 			"metadata", unknownMetadataRefs.Load(),
 		)
 	}
-	if mmapOverlappingChunks > 0 {
-		level.Info(h.logger).Log("msg", "Overlapping m-map chunks on duplicate series records", "count", mmapOverlappingChunks)
+	if count := mmapOverlappingChunks.Load(); count > 0 {
+		level.Info(h.logger).Log("msg", "Overlapping m-map chunks on duplicate series records", "count", count)
 	}
 	return nil
 }
 
 // resetSeriesWithMMappedChunks is only used during the WAL replay.
-func (h *Head) resetSeriesWithMMappedChunks(mSeries *memSeries, mmc []*mmappedChunk) {
-	h.metrics.chunksCreated.Add(float64(len(mmc)))
+func (h *Head) resetSeriesWithMMappedChunks(mSeries *memSeries, mmc, oooMmc []*mmappedChunk, walSeriesRef chunks.HeadSeriesRef) (overlapped bool) {
+	if mSeries.ref != walSeriesRef {
+		// Checking if the new m-mapped chunks overlap with the already existing ones.
+		if len(mSeries.mmappedChunks) > 0 && len(mmc) > 0 {
+			if overlapsClosedInterval(
+				mSeries.mmappedChunks[0].minTime,
+				mSeries.mmappedChunks[len(mSeries.mmappedChunks)-1].maxTime,
+				mmc[0].minTime,
+				mmc[len(mmc)-1].maxTime,
+			) {
+				level.Debug(h.logger).Log(
+					"msg", "M-mapped chunks overlap on a duplicate series record",
+					"series", mSeries.lset.String(),
+					"oldref", mSeries.ref,
+					"oldmint", mSeries.mmappedChunks[0].minTime,
+					"oldmaxt", mSeries.mmappedChunks[len(mSeries.mmappedChunks)-1].maxTime,
+					"newref", walSeriesRef,
+					"newmint", mmc[0].minTime,
+					"newmaxt", mmc[len(mmc)-1].maxTime,
+				)
+				overlapped = true
+			}
+		}
+	}
+
+	h.metrics.chunksCreated.Add(float64(len(mmc) + len(oooMmc)))
 	h.metrics.chunksRemoved.Add(float64(len(mSeries.mmappedChunks)))
-	h.metrics.chunks.Add(float64(len(mmc) - len(mSeries.mmappedChunks)))
+	h.metrics.chunks.Add(float64(len(mmc) + len(oooMmc) - len(mSeries.mmappedChunks)))
 	mSeries.mmappedChunks = mmc
+	mSeries.oooMmappedChunks = oooMmc
 	// Cache the last mmapped chunk time, so we can skip calling append() for samples it will reject.
 	if len(mmc) == 0 {
 		mSeries.mmMaxTime = math.MinInt64
@@ -441,23 +443,43 @@ func (h *Head) resetSeriesWithMMappedChunks(mSeries *memSeries, mmc []*mmappedCh
 		mSeries.mmMaxTime = mmc[len(mmc)-1].maxTime
 		h.updateMinMaxTime(mmc[0].minTime, mSeries.mmMaxTime)
 	}
+	if len(oooMmc) != 0 {
+		// Mint and maxt can be in any chunk, they are not sorted.
+		mint, maxt := int64(math.MaxInt64), int64(math.MinInt64)
+		for _, ch := range oooMmc {
+			if ch.minTime < mint {
+				mint = ch.minTime
+			}
+			if ch.maxTime > maxt {
+				maxt = ch.maxTime
+			}
+		}
+		h.updateMinOOOMaxOOOTime(mint, maxt)
+	}
 
 	// Any samples replayed till now would already be compacted. Resetting the head chunk.
 	mSeries.nextAt = 0
 	mSeries.headChunk = nil
 	mSeries.app = nil
+	return
 }
 
 type walSubsetProcessor struct {
-	mx               sync.Mutex       // Take this lock while modifying series in the subset.
-	input            chan interface{} // Either []record.RefSample or []record.RefHistogramSample.
+	input            chan walSubsetProcessorInputItem
 	output           chan []record.RefSample
 	histogramsOutput chan []record.RefHistogramSample
 }
 
+type walSubsetProcessorInputItem struct {
+	samples          []record.RefSample
+	histogramSamples []record.RefHistogramSample
+	existingSeries   *memSeries
+	walSeriesRef     chunks.HeadSeriesRef
+}
+
 func (wp *walSubsetProcessor) setup() {
+	wp.input = make(chan walSubsetProcessorInputItem, 300)
 	wp.output = make(chan []record.RefSample, 300)
-	wp.input = make(chan interface{}, 300)
 	wp.histogramsOutput = make(chan []record.RefHistogramSample, 300)
 }
 
@@ -492,95 +514,370 @@ func (wp *walSubsetProcessor) reuseHistogramBuf() []record.RefHistogramSample {
 // processWALSamples adds the samples it receives to the head and passes
 // the buffer received to an output channel for reuse.
 // Samples before the minValidTime timestamp are discarded.
-func (wp *walSubsetProcessor) processWALSamples(h *Head) (unknownRefs, unknownHistogramRefs uint64) {
+func (wp *walSubsetProcessor) processWALSamples(h *Head, mmappedChunks, oooMmappedChunks map[chunks.HeadSeriesRef][]*mmappedChunk) (unknownRefs, unknownHistogramRefs, mmapOverlappingChunks uint64) {
 	defer close(wp.output)
 	defer close(wp.histogramsOutput)
 
 	minValidTime := h.minValidTime.Load()
 	mint, maxt := int64(math.MaxInt64), int64(math.MinInt64)
+	chunkRange := h.chunkRange.Load()
+
+	for in := range wp.input {
+		if in.existingSeries != nil {
+			mmc := mmappedChunks[in.walSeriesRef]
+			oooMmc := oooMmappedChunks[in.walSeriesRef]
+			if h.resetSeriesWithMMappedChunks(in.existingSeries, mmc, oooMmc, in.walSeriesRef) {
+				mmapOverlappingChunks++
+			}
+			continue
+		}
 
-	for v := range wp.input {
-		wp.mx.Lock()
-		switch samples := v.(type) {
-		case []record.RefSample:
-			for _, s := range samples {
-				if s.T < minValidTime {
-					continue
+		for _, s := range in.samples {
+			ms := h.series.getByID(s.Ref)
+			if ms == nil {
+				unknownRefs++
+				continue
+			}
+			if s.T <= ms.mmMaxTime {
+				continue
+			}
+			ms.isHistogramSeries = false
+			if s.T <= ms.mmMaxTime {
+				continue
+			}
+			if _, chunkCreated := ms.append(s.T, s.V, 0, h.chunkDiskMapper, chunkRange); chunkCreated {
+				h.metrics.chunksCreated.Inc()
+				h.metrics.chunks.Inc()
+			}
+			if s.T > maxt {
+				maxt = s.T
+			}
+			if s.T < mint {
+				mint = s.T
+			}
+		}
+		select {
+		case wp.output <- in.samples:
+		default:
+		}
+
+		for _, s := range in.histogramSamples {
+			if s.T < minValidTime {
+				continue
+			}
+			ms := h.series.getByID(s.Ref)
+			if ms == nil {
+				unknownHistogramRefs++
+				continue
+			}
+			ms.isHistogramSeries = true
+			if s.T <= ms.mmMaxTime {
+				continue
+			}
+			if _, chunkCreated := ms.appendHistogram(s.T, s.H, 0, h.chunkDiskMapper, chunkRange); chunkCreated {
+				h.metrics.chunksCreated.Inc()
+				h.metrics.chunks.Inc()
+			}
+			if s.T > maxt {
+				maxt = s.T
+			}
+			if s.T < mint {
+				mint = s.T
+			}
+		}
+
+		select {
+		case wp.histogramsOutput <- in.histogramSamples:
+		default:
+		}
+	}
+	h.updateMinMaxTime(mint, maxt)
+
+	return unknownRefs, unknownHistogramRefs, mmapOverlappingChunks
+}
+
+func (h *Head) loadWBL(r *wal.Reader, multiRef map[chunks.HeadSeriesRef]chunks.HeadSeriesRef, lastMmapRef chunks.ChunkDiskMapperRef) (err error) {
+	// Track number of samples, m-map markers, that referenced a series we don't know about
+	// for error reporting.
+	var unknownRefs, mmapMarkerUnknownRefs atomic.Uint64
+
+	lastSeq, lastOff := lastMmapRef.Unpack()
+	// Start workers that each process samples for a partition of the series ID space.
+	var (
+		wg         sync.WaitGroup
+		n          = runtime.GOMAXPROCS(0)
+		processors = make([]wblSubsetProcessor, n)
+
+		dec    record.Decoder
+		shards = make([][]record.RefSample, n)
+
+		decodedCh   = make(chan interface{}, 10)
+		decodeErr   error
+		samplesPool = sync.Pool{
+			New: func() interface{} {
+				return []record.RefSample{}
+			},
+		}
+		markersPool = sync.Pool{
+			New: func() interface{} {
+				return []record.RefMmapMarker{}
+			},
+		}
+	)
+
+	defer func() {
+		// For CorruptionErr ensure to terminate all workers before exiting.
+		// We also wrap it to identify OOO WBL corruption.
+		_, ok := err.(*wal.CorruptionErr)
+		if ok {
+			err = &errLoadWbl{err: err}
+			for i := 0; i < n; i++ {
+				processors[i].closeAndDrain()
+			}
+			wg.Wait()
+		}
+	}()
+
+	wg.Add(n)
+	for i := 0; i < n; i++ {
+		processors[i].setup()
+
+		go func(wp *wblSubsetProcessor) {
+			unknown := wp.processWBLSamples(h)
+			unknownRefs.Add(unknown)
+			wg.Done()
+		}(&processors[i])
+	}
+
+	go func() {
+		defer close(decodedCh)
+		for r.Next() {
+			rec := r.Record()
+			switch dec.Type(rec) {
+			case record.Samples:
+				samples := samplesPool.Get().([]record.RefSample)[:0]
+				samples, err = dec.Samples(rec, samples)
+				if err != nil {
+					decodeErr = &wal.CorruptionErr{
+						Err:     errors.Wrap(err, "decode samples"),
+						Segment: r.Segment(),
+						Offset:  r.Offset(),
+					}
+					return
 				}
-				ms := h.series.getByID(s.Ref)
-				if ms == nil {
-					unknownRefs++
-					continue
+				decodedCh <- samples
+			case record.MmapMarkers:
+				markers := markersPool.Get().([]record.RefMmapMarker)[:0]
+				markers, err = dec.MmapMarkers(rec, markers)
+				if err != nil {
+					decodeErr = &wal.CorruptionErr{
+						Err:     errors.Wrap(err, "decode mmap markers"),
+						Segment: r.Segment(),
+						Offset:  r.Offset(),
+					}
+					return
 				}
-				ms.isHistogramSeries = false
-				if s.T <= ms.mmMaxTime {
-					continue
+				decodedCh <- markers
+			default:
+				// Noop.
+			}
+		}
+	}()
+
+	// The records are always replayed from the oldest to the newest.
+	for d := range decodedCh {
+		switch v := d.(type) {
+		case []record.RefSample:
+			samples := v
+			// We split up the samples into parts of 5000 samples or less.
+			// With O(300 * #cores) in-flight sample batches, large scrapes could otherwise
+			// cause thousands of very large in flight buffers occupying large amounts
+			// of unused memory.
+			for len(samples) > 0 {
+				m := 5000
+				if len(samples) < m {
+					m = len(samples)
 				}
-				if _, chunkCreated := ms.append(s.T, s.V, 0, h.chunkDiskMapper); chunkCreated {
-					h.metrics.chunksCreated.Inc()
-					h.metrics.chunks.Inc()
+				for i := 0; i < n; i++ {
+					shards[i] = processors[i].reuseBuf()
 				}
-				if s.T > maxt {
-					maxt = s.T
+				for _, sam := range samples[:m] {
+					if r, ok := multiRef[sam.Ref]; ok {
+						sam.Ref = r
+					}
+					mod := uint64(sam.Ref) % uint64(n)
+					shards[mod] = append(shards[mod], sam)
 				}
-				if s.T < mint {
-					mint = s.T
+				for i := 0; i < n; i++ {
+					processors[i].input <- shards[i]
 				}
+				samples = samples[m:]
 			}
-			wp.output <- samples
-		case []record.RefHistogramSample:
-			for _, s := range samples {
-				if s.T < minValidTime {
+			//nolint:staticcheck // Ignore SA6002 relax staticcheck verification.
+			samplesPool.Put(d)
+		case []record.RefMmapMarker:
+			markers := v
+			for _, rm := range markers {
+				seq, off := rm.MmapRef.Unpack()
+				if seq > lastSeq || (seq == lastSeq && off > lastOff) {
+					// This m-map chunk from markers was not present during
+					// the load of mmapped chunks that happened in the head
+					// initialization.
 					continue
 				}
-				ms := h.series.getByID(s.Ref)
-				if ms == nil {
-					unknownHistogramRefs++
-					continue
+
+				if r, ok := multiRef[rm.Ref]; ok {
+					rm.Ref = r
 				}
-				ms.isHistogramSeries = true
-				if s.T <= ms.mmMaxTime {
+
+				ms := h.series.getByID(rm.Ref)
+				if ms == nil {
+					mmapMarkerUnknownRefs.Inc()
 					continue
 				}
-				if _, chunkCreated := ms.appendHistogram(s.T, s.H, 0, h.chunkDiskMapper); chunkCreated {
-					h.metrics.chunksCreated.Inc()
-					h.metrics.chunks.Inc()
+				idx := uint64(ms.ref) % uint64(n)
+				// It is possible that some old sample is being processed in processWALSamples that
+				// could cause race below. So we wait for the goroutine to empty input the buffer and finish
+				// processing all old samples after emptying the buffer.
+				processors[idx].waitUntilIdle()
+				// Lock the subset so we can modify the series object
+				processors[idx].mx.Lock()
+
+				// All samples till now have been m-mapped. Hence clear out the headChunk.
+				// In case some samples slipped through and went into m-map chunks because of changed
+				// chunk size parameters, we are not taking care of that here.
+				// TODO(codesome): see if there is a way to avoid duplicate m-map chunks if
+				// the size of ooo chunk was reduced between restart.
+				ms.oooHeadChunk = nil
+
+				processors[idx].mx.Unlock()
+			}
+		default:
+			panic(fmt.Errorf("unexpected decodedCh type: %T", d))
+		}
+	}
+
+	if decodeErr != nil {
+		return decodeErr
+	}
+
+	// Signal termination to each worker and wait for it to close its output channel.
+	for i := 0; i < n; i++ {
+		processors[i].closeAndDrain()
+	}
+	wg.Wait()
+
+	if r.Err() != nil {
+		return errors.Wrap(r.Err(), "read records")
+	}
+
+	if unknownRefs.Load() > 0 || mmapMarkerUnknownRefs.Load() > 0 {
+		level.Warn(h.logger).Log("msg", "Unknown series references for ooo WAL replay", "samples", unknownRefs.Load(), "mmap_markers", mmapMarkerUnknownRefs.Load())
+	}
+	return nil
+}
+
+type errLoadWbl struct {
+	err error
+}
+
+func (e errLoadWbl) Error() string {
+	return e.err.Error()
+}
+
+// To support errors.Cause().
+func (e errLoadWbl) Cause() error {
+	return e.err
+}
+
+// To support errors.Unwrap().
+func (e errLoadWbl) Unwrap() error {
+	return e.err
+}
+
+// isErrLoadOOOWal returns a boolean if the error is errLoadWbl.
+func isErrLoadOOOWal(err error) bool {
+	_, ok := err.(*errLoadWbl)
+	return ok
+}
+
+type wblSubsetProcessor struct {
+	mx     sync.Mutex // Take this lock while modifying series in the subset.
+	input  chan []record.RefSample
+	output chan []record.RefSample
+}
+
+func (wp *wblSubsetProcessor) setup() {
+	wp.output = make(chan []record.RefSample, 300)
+	wp.input = make(chan []record.RefSample, 300)
+}
+
+func (wp *wblSubsetProcessor) closeAndDrain() {
+	close(wp.input)
+	for range wp.output {
+	}
+}
+
+// If there is a buffer in the output chan, return it for reuse, otherwise return nil.
+func (wp *wblSubsetProcessor) reuseBuf() []record.RefSample {
+	select {
+	case buf := <-wp.output:
+		return buf[:0]
+	default:
+	}
+	return nil
+}
+
+// processWBLSamples adds the samples it receives to the head and passes
+// the buffer received to an output channel for reuse.
+// Samples before the minValidTime timestamp are discarded.
+func (wp *wblSubsetProcessor) processWBLSamples(h *Head) (unknownRefs uint64) {
+	defer close(wp.output)
+
+	oooCapMax := h.opts.OutOfOrderCapMax.Load()
+	// We don't check for minValidTime for ooo samples.
+	mint, maxt := int64(math.MaxInt64), int64(math.MinInt64)
+	for samples := range wp.input {
+		wp.mx.Lock()
+		for _, s := range samples {
+			ms := h.series.getByID(s.Ref)
+			if ms == nil {
+				unknownRefs++
+				continue
+			}
+			ok, chunkCreated, _ := ms.insert(s.T, s.V, h.chunkDiskMapper, oooCapMax)
+			if chunkCreated {
+				h.metrics.chunksCreated.Inc()
+				h.metrics.chunks.Inc()
+			}
+			if ok {
+				if s.T < mint {
+					mint = s.T
 				}
 				if s.T > maxt {
 					maxt = s.T
 				}
-				if s.T < mint {
-					mint = s.T
-				}
 			}
-			wp.histogramsOutput <- samples
 		}
-
 		wp.mx.Unlock()
 
 	}
-	h.updateMinMaxTime(mint, maxt)
 
-	return unknownRefs, unknownHistogramRefs
+	h.updateMinOOOMaxOOOTime(mint, maxt)
+
+	return unknownRefs
 }
 
-func (wp *walSubsetProcessor) waitUntilIdle() {
+func (wp *wblSubsetProcessor) waitUntilIdle() {
 	select {
 	case <-wp.output: // Allow output side to drain to avoid deadlock.
 	default:
 	}
-	select {
-	case <-wp.histogramsOutput: // Allow output side to drain to avoid deadlock.
-	default:
-	}
 	wp.input <- []record.RefSample{}
 	for len(wp.input) != 0 {
+		time.Sleep(10 * time.Microsecond)
 		select {
 		case <-wp.output: // Allow output side to drain to avoid deadlock.
-		case <-time.After(10 * time.Microsecond):
-		}
-		select {
-		case <-wp.histogramsOutput: // Allow output side to drain to avoid deadlock.
 		default:
 		}
 	}
@@ -593,11 +890,10 @@ const (
 )
 
 type chunkSnapshotRecord struct {
-	ref        chunks.HeadSeriesRef
-	lset       labels.Labels
-	chunkRange int64
-	mc         *memChunk
-	sampleBuf  [4]sample
+	ref       chunks.HeadSeriesRef
+	lset      labels.Labels
+	mc        *memChunk
+	lastValue float64
 }
 
 func (s *memSeries) encodeToSnapshotRecord(b []byte) []byte {
@@ -606,7 +902,7 @@ func (s *memSeries) encodeToSnapshotRecord(b []byte) []byte {
 	buf.PutByte(chunkSnapshotRecordTypeSeries)
 	buf.PutBE64(uint64(s.ref))
 	record.EncodeLabels(&buf, s.lset)
-	buf.PutBE64int64(s.chunkRange)
+	buf.PutBE64int64(0) // Backwards-compatibility; was chunkRange but now unused.
 
 	s.Lock()
 	if s.headChunk == nil {
@@ -617,11 +913,13 @@ func (s *memSeries) encodeToSnapshotRecord(b []byte) []byte {
 		buf.PutBE64int64(s.headChunk.maxTime)
 		buf.PutByte(byte(s.headChunk.chunk.Encoding()))
 		buf.PutUvarintBytes(s.headChunk.chunk.Bytes())
-		// Put the sample buf.
-		for _, smpl := range s.sampleBuf {
-			buf.PutBE64int64(smpl.t)
-			buf.PutBEFloat64(smpl.v)
+		// Backwards compatibility for old sampleBuf which had last 4 samples.
+		for i := 0; i < 3; i++ {
+			buf.PutBE64int64(0)
+			buf.PutBEFloat64(0)
 		}
+		buf.PutBE64int64(0)
+		buf.PutBEFloat64(s.lastValue)
 	}
 	s.Unlock()
 
@@ -640,7 +938,7 @@ func decodeSeriesFromChunkSnapshot(d *record.Decoder, b []byte) (csr chunkSnapsh
 	// TODO: figure out why DecodeLabels calls Sort(), and perhaps remove it.
 	csr.lset = d.DecodeLabels(&dec)
 
-	csr.chunkRange = dec.Be64int64()
+	_ = dec.Be64int64() // Was chunkRange but now unused.
 	if dec.Uvarint() == 0 {
 		return
 	}
@@ -661,10 +959,13 @@ func decodeSeriesFromChunkSnapshot(d *record.Decoder, b []byte) (csr chunkSnapsh
 	}
 	csr.mc.chunk = chk
 
-	for i := range csr.sampleBuf {
-		csr.sampleBuf[i].t = dec.Be64int64()
-		csr.sampleBuf[i].v = dec.Be64Float64()
+	// Backwards-compatibility for old sampleBuf which had last 4 samples.
+	for i := 0; i < 3; i++ {
+		_ = dec.Be64int64()
+		_ = dec.Be64Float64()
 	}
+	_ = dec.Be64int64()
+	csr.lastValue = dec.Be64Float64()
 
 	err = dec.Err()
 	if err != nil && len(dec.B) > 0 {
@@ -1031,21 +1332,17 @@ func (h *Head) loadChunkSnapshot() (int, int, map[chunks.HeadSeriesRef]*memSerie
 				for {
 					seriesID := uint64(series.ref)
 					lastSeriesID := h.lastSeriesID.Load()
-					if lastSeriesID >= seriesID || h.lastSeriesID.CAS(lastSeriesID, seriesID) {
+					if lastSeriesID >= seriesID || h.lastSeriesID.CompareAndSwap(lastSeriesID, seriesID) {
 						break
 					}
 				}
 
-				series.chunkRange = csr.chunkRange
 				if csr.mc == nil {
 					continue
 				}
 				series.nextAt = csr.mc.maxTime // This will create a new chunk on append.
 				series.headChunk = csr.mc
-				for i := range series.sampleBuf {
-					series.sampleBuf[i].t = csr.sampleBuf[i].t
-					series.sampleBuf[i].v = csr.sampleBuf[i].v
-				}
+				series.lastValue = csr.lastValue
 
 				app, err := series.headChunk.chunk.Appender()
 				if err != nil {
diff --git a/tsdb/index/index.go b/tsdb/index/index.go
index 29295c45f54..06a0f3e71ee 100644
--- a/tsdb/index/index.go
+++ b/tsdb/index/index.go
@@ -29,6 +29,7 @@ import (
 	"unsafe"
 
 	"github.com/pkg/errors"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/storage"
@@ -819,7 +820,7 @@ func (w *Writer) writePostingsToTmpFiles() error {
 	for n := range w.labelNames {
 		names = append(names, n)
 	}
-	sort.Strings(names)
+	slices.Sort(names)
 
 	if err := w.f.Flush(); err != nil {
 		return err
@@ -1469,7 +1470,7 @@ func (r *Reader) SymbolTableSize() uint64 {
 func (r *Reader) SortedLabelValues(name string, matchers ...*labels.Matcher) ([]string, error) {
 	values, err := r.LabelValues(name, matchers...)
 	if err == nil && r.version == FormatV1 {
-		sort.Strings(values)
+		slices.Sort(values)
 	}
 	return values, err
 }
@@ -1571,7 +1572,7 @@ func (r *Reader) LabelNamesFor(ids ...storage.SeriesRef) ([]string, error) {
 		names = append(names, name)
 	}
 
-	sort.Strings(names)
+	slices.Sort(names)
 
 	return names, nil
 }
@@ -1743,7 +1744,7 @@ func (r *Reader) LabelNames(matchers ...*labels.Matcher) ([]string, error) {
 		}
 		labelNames = append(labelNames, name)
 	}
-	sort.Strings(labelNames)
+	slices.Sort(labelNames)
 	return labelNames, nil
 }
 
diff --git a/tsdb/index/postings.go b/tsdb/index/postings.go
index 8df2bccf67e..22e85ab3660 100644
--- a/tsdb/index/postings.go
+++ b/tsdb/index/postings.go
@@ -21,6 +21,7 @@ import (
 	"sync"
 
 	"github.com/pkg/errors"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/storage"
@@ -90,7 +91,7 @@ func (p *MemPostings) Symbols() StringIter {
 		res = append(res, k)
 	}
 
-	sort.Strings(res)
+	slices.Sort(res)
 	return NewStringListIter(res)
 }
 
@@ -239,11 +240,9 @@ func (p *MemPostings) EnsureOrder() {
 
 	for i := 0; i < n; i++ {
 		go func() {
-			var sortable seriesRefSlice
 			for job := range workc {
 				for _, l := range *job {
-					sortable = l
-					sort.Sort(&sortable)
+					slices.Sort(l)
 				}
 
 				*job = (*job)[:0]
@@ -830,13 +829,6 @@ func (it *bigEndianPostings) Err() error {
 	return nil
 }
 
-// seriesRefSlice attaches the methods of sort.Interface to []storage.SeriesRef, sorting in increasing order.
-type seriesRefSlice []storage.SeriesRef
-
-func (x seriesRefSlice) Len() int           { return len(x) }
-func (x seriesRefSlice) Less(i, j int) bool { return x[i] < x[j] }
-func (x seriesRefSlice) Swap(i, j int)      { x[i], x[j] = x[j], x[i] }
-
 // FindIntersectingPostings checks the intersection of p and candidates[i] for each i in candidates,
 // if intersection is non empty, then i is added to the indexes returned.
 // Returned indexes are not sorted.
diff --git a/tsdb/isolation.go b/tsdb/isolation.go
index 4919bfe9156..74d63c6af04 100644
--- a/tsdb/isolation.go
+++ b/tsdb/isolation.go
@@ -14,6 +14,7 @@
 package tsdb
 
 import (
+	"math"
 	"sync"
 )
 
@@ -45,6 +46,7 @@ func (i *isolationState) IsolationDisabled() bool {
 
 type isolationAppender struct {
 	appendID uint64
+	minTime  int64
 	prev     *isolationAppender
 	next     *isolationAppender
 }
@@ -116,13 +118,29 @@ func (i *isolation) lowWatermarkLocked() uint64 {
 	return i.appendsOpenList.next.appendID
 }
 
+// lowestAppendTime returns the lowest minTime for any open appender,
+// or math.MaxInt64 if no open appenders.
+func (i *isolation) lowestAppendTime() int64 {
+	var lowest int64 = math.MaxInt64
+	i.appendMtx.RLock()
+	defer i.appendMtx.RUnlock()
+
+	for a := i.appendsOpenList.next; a != i.appendsOpenList; a = a.next {
+		if lowest > a.minTime {
+			lowest = a.minTime
+		}
+	}
+	return lowest
+}
+
 // State returns an object used to control isolation
 // between a query and appends. Must be closed when complete.
 func (i *isolation) State(mint, maxt int64) *isolationState {
 	i.appendMtx.RLock() // Take append mutex before read mutex.
 	defer i.appendMtx.RUnlock()
 
-	// We need to track the reads even when isolation is disabled.
+	// We need to track reads even when isolation is disabled, so that head
+	// truncation can wait till reads overlapping that range have finished.
 	isoState := &isolationState{
 		maxAppendID:       i.appendsOpenList.appendID,
 		lowWatermark:      i.appendsOpenList.next.appendID, // Lowest appendID from appenders, or lastAppendId.
@@ -163,7 +181,7 @@ func (i *isolation) TraverseOpenReads(f func(s *isolationState) bool) {
 // newAppendID increments the transaction counter and returns a new transaction
 // ID. The first ID returned is 1.
 // Also returns the low watermark, to keep lock/unlock operations down.
-func (i *isolation) newAppendID() (uint64, uint64) {
+func (i *isolation) newAppendID(minTime int64) (uint64, uint64) {
 	if i.disabled {
 		return 0, 0
 	}
@@ -176,6 +194,7 @@ func (i *isolation) newAppendID() (uint64, uint64) {
 
 	app := i.appendersPool.Get().(*isolationAppender)
 	app.appendID = i.appendsOpenList.appendID
+	app.minTime = minTime
 	app.prev = i.appendsOpenList.prev
 	app.next = i.appendsOpenList
 
diff --git a/tsdb/ooo_head.go b/tsdb/ooo_head.go
new file mode 100644
index 00000000000..c246ff2e55a
--- /dev/null
+++ b/tsdb/ooo_head.go
@@ -0,0 +1,159 @@
+// Copyright 2022 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package tsdb
+
+import (
+	"fmt"
+	"sort"
+
+	"github.com/prometheus/prometheus/tsdb/chunkenc"
+	"github.com/prometheus/prometheus/tsdb/tombstones"
+)
+
+// OOOChunk maintains samples in time-ascending order.
+// Inserts for timestamps already seen, are dropped.
+// Samples are stored uncompressed to allow easy sorting.
+// Perhaps we can be more efficient later.
+type OOOChunk struct {
+	samples []sample
+}
+
+func NewOOOChunk() *OOOChunk {
+	return &OOOChunk{samples: make([]sample, 0, 4)}
+}
+
+// Insert inserts the sample such that order is maintained.
+// Returns false if insert was not possible due to the same timestamp already existing.
+func (o *OOOChunk) Insert(t int64, v float64) bool {
+	// Find index of sample we should replace.
+	i := sort.Search(len(o.samples), func(i int) bool { return o.samples[i].t >= t })
+
+	if i >= len(o.samples) {
+		// none found. append it at the end
+		o.samples = append(o.samples, sample{t, v, nil, nil})
+		return true
+	}
+
+	if o.samples[i].t == t {
+		return false
+	}
+
+	// Expand length by 1 to make room. use a zero sample, we will overwrite it anyway.
+	o.samples = append(o.samples, sample{})
+	copy(o.samples[i+1:], o.samples[i:])
+	o.samples[i] = sample{t, v, nil, nil}
+
+	return true
+}
+
+func (o *OOOChunk) NumSamples() int {
+	return len(o.samples)
+}
+
+func (o *OOOChunk) ToXOR() (*chunkenc.XORChunk, error) {
+	x := chunkenc.NewXORChunk()
+	app, err := x.Appender()
+	if err != nil {
+		return nil, err
+	}
+	for _, s := range o.samples {
+		app.Append(s.t, s.v)
+	}
+	return x, nil
+}
+
+func (o *OOOChunk) ToXORBetweenTimestamps(mint, maxt int64) (*chunkenc.XORChunk, error) {
+	x := chunkenc.NewXORChunk()
+	app, err := x.Appender()
+	if err != nil {
+		return nil, err
+	}
+	for _, s := range o.samples {
+		if s.t < mint {
+			continue
+		}
+		if s.t > maxt {
+			break
+		}
+		app.Append(s.t, s.v)
+	}
+	return x, nil
+}
+
+var _ BlockReader = &OOORangeHead{}
+
+// OOORangeHead allows querying Head out of order samples via BlockReader
+// interface implementation.
+type OOORangeHead struct {
+	head *Head
+	// mint and maxt are tracked because when a query is handled we only want
+	// the timerange of the query and having preexisting pointers to the first
+	// and last timestamp help with that.
+	mint, maxt int64
+}
+
+func NewOOORangeHead(head *Head, mint, maxt int64) *OOORangeHead {
+	return &OOORangeHead{
+		head: head,
+		mint: mint,
+		maxt: maxt,
+	}
+}
+
+func (oh *OOORangeHead) Index() (IndexReader, error) {
+	return NewOOOHeadIndexReader(oh.head, oh.mint, oh.maxt), nil
+}
+
+func (oh *OOORangeHead) Chunks() (ChunkReader, error) {
+	return NewOOOHeadChunkReader(oh.head, oh.mint, oh.maxt), nil
+}
+
+func (oh *OOORangeHead) Tombstones() (tombstones.Reader, error) {
+	// As stated in the design doc https://docs.google.com/document/d/1Kppm7qL9C-BJB1j6yb6-9ObG3AbdZnFUBYPNNWwDBYM/edit?usp=sharing
+	// Tombstones are not supported for out of order metrics.
+	return tombstones.NewMemTombstones(), nil
+}
+
+func (oh *OOORangeHead) Meta() BlockMeta {
+	var id [16]byte
+	copy(id[:], "____ooo_head____")
+	return BlockMeta{
+		MinTime: oh.mint,
+		MaxTime: oh.maxt,
+		ULID:    id,
+		Stats: BlockStats{
+			NumSeries: oh.head.NumSeries(),
+		},
+	}
+}
+
+// Size returns the size taken by the Head block.
+func (oh *OOORangeHead) Size() int64 {
+	return oh.head.Size()
+}
+
+// String returns an human readable representation of the out of order range
+// head. It's important to keep this function in order to avoid the struct dump
+// when the head is stringified in errors or logs.
+func (oh *OOORangeHead) String() string {
+	return fmt.Sprintf("ooo range head (mint: %d, maxt: %d)", oh.MinTime(), oh.MaxTime())
+}
+
+func (oh *OOORangeHead) MinTime() int64 {
+	return oh.mint
+}
+
+func (oh *OOORangeHead) MaxTime() int64 {
+	return oh.maxt
+}
diff --git a/tsdb/ooo_head_read.go b/tsdb/ooo_head_read.go
new file mode 100644
index 00000000000..f63607dc9c9
--- /dev/null
+++ b/tsdb/ooo_head_read.go
@@ -0,0 +1,433 @@
+// Copyright 2022 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package tsdb
+
+import (
+	"errors"
+	"math"
+	"sort"
+
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/storage"
+	"github.com/prometheus/prometheus/tsdb/chunkenc"
+	"github.com/prometheus/prometheus/tsdb/chunks"
+	"github.com/prometheus/prometheus/tsdb/index"
+	"github.com/prometheus/prometheus/tsdb/tombstones"
+)
+
+var _ IndexReader = &OOOHeadIndexReader{}
+
+// OOOHeadIndexReader implements IndexReader so ooo samples in the head can be
+// accessed.
+// It also has a reference to headIndexReader so we can leverage on its
+// IndexReader implementation for all the methods that remain the same. We
+// decided to do this to avoid code duplication.
+// The only methods that change are the ones about getting Series and Postings.
+type OOOHeadIndexReader struct {
+	*headIndexReader // A reference to the headIndexReader so we can reuse as many interface implementation as possible.
+}
+
+func NewOOOHeadIndexReader(head *Head, mint, maxt int64) *OOOHeadIndexReader {
+	hr := &headIndexReader{
+		head: head,
+		mint: mint,
+		maxt: maxt,
+	}
+	return &OOOHeadIndexReader{hr}
+}
+
+func (oh *OOOHeadIndexReader) Series(ref storage.SeriesRef, lbls *labels.Labels, chks *[]chunks.Meta) error {
+	return oh.series(ref, lbls, chks, 0)
+}
+
+// The passed lastMmapRef tells upto what max m-map chunk that we can consider.
+// If it is 0, it means all chunks need to be considered.
+// If it is non-0, then the oooHeadChunk must not be considered.
+func (oh *OOOHeadIndexReader) series(ref storage.SeriesRef, lbls *labels.Labels, chks *[]chunks.Meta, lastMmapRef chunks.ChunkDiskMapperRef) error {
+	s := oh.head.series.getByID(chunks.HeadSeriesRef(ref))
+
+	if s == nil {
+		oh.head.metrics.seriesNotFound.Inc()
+		return storage.ErrNotFound
+	}
+	*lbls = append((*lbls)[:0], s.lset...)
+
+	if chks == nil {
+		return nil
+	}
+
+	s.Lock()
+	defer s.Unlock()
+	*chks = (*chks)[:0]
+
+	tmpChks := make([]chunks.Meta, 0, len(s.oooMmappedChunks))
+
+	// We define these markers to track the last chunk reference while we
+	// fill the chunk meta.
+	// These markers are useful to give consistent responses to repeated queries
+	// even if new chunks that might be overlapping or not are added afterwards.
+	// Also, lastMinT and lastMaxT are initialized to the max int as a sentinel
+	// value to know they are unset.
+	var lastChunkRef chunks.ChunkRef
+	lastMinT, lastMaxT := int64(math.MaxInt64), int64(math.MaxInt64)
+
+	addChunk := func(minT, maxT int64, ref chunks.ChunkRef) {
+		// the first time we get called is for the last included chunk.
+		// set the markers accordingly
+		if lastMinT == int64(math.MaxInt64) {
+			lastChunkRef = ref
+			lastMinT = minT
+			lastMaxT = maxT
+		}
+
+		tmpChks = append(tmpChks, chunks.Meta{
+			MinTime:        minT,
+			MaxTime:        maxT,
+			Ref:            ref,
+			OOOLastRef:     lastChunkRef,
+			OOOLastMinTime: lastMinT,
+			OOOLastMaxTime: lastMaxT,
+		})
+	}
+
+	// Collect all chunks that overlap the query range, in order from most recent to most old,
+	// so we can set the correct markers.
+	if s.oooHeadChunk != nil {
+		c := s.oooHeadChunk
+		if c.OverlapsClosedInterval(oh.mint, oh.maxt) && lastMmapRef == 0 {
+			ref := chunks.ChunkRef(chunks.NewHeadChunkRef(s.ref, s.oooHeadChunkID(len(s.oooMmappedChunks))))
+			addChunk(c.minTime, c.maxTime, ref)
+		}
+	}
+	for i := len(s.oooMmappedChunks) - 1; i >= 0; i-- {
+		c := s.oooMmappedChunks[i]
+		if c.OverlapsClosedInterval(oh.mint, oh.maxt) && (lastMmapRef == 0 || lastMmapRef.GreaterThanOrEqualTo(c.ref)) {
+			ref := chunks.ChunkRef(chunks.NewHeadChunkRef(s.ref, s.oooHeadChunkID(i)))
+			addChunk(c.minTime, c.maxTime, ref)
+		}
+	}
+
+	// There is nothing to do if we did not collect any chunk
+	if len(tmpChks) == 0 {
+		return nil
+	}
+
+	// Next we want to sort all the collected chunks by min time so we can find
+	// those that overlap.
+	sort.Sort(metaByMinTimeAndMinRef(tmpChks))
+
+	// Next we want to iterate the sorted collected chunks and only return the
+	// chunks Meta the first chunk that overlaps with others.
+	// Example chunks of a series: 5:(100, 200) 6:(500, 600) 7:(150, 250) 8:(550, 650)
+	// In the example 5 overlaps with 7 and 6 overlaps with 8 so we only want to
+	// to return chunk Metas for chunk 5 and chunk 6
+	*chks = append(*chks, tmpChks[0])
+	maxTime := tmpChks[0].MaxTime // tracks the maxTime of the previous "to be merged chunk"
+	for _, c := range tmpChks[1:] {
+		if c.MinTime > maxTime {
+			*chks = append(*chks, c)
+			maxTime = c.MaxTime
+		} else if c.MaxTime > maxTime {
+			maxTime = c.MaxTime
+			(*chks)[len(*chks)-1].MaxTime = c.MaxTime
+		}
+	}
+
+	return nil
+}
+
+// LabelValues needs to be overridden from the headIndexReader implementation due
+// to the check that happens at the beginning where we make sure that the query
+// interval overlaps with the head minooot and maxooot.
+func (oh *OOOHeadIndexReader) LabelValues(name string, matchers ...*labels.Matcher) ([]string, error) {
+	if oh.maxt < oh.head.MinOOOTime() || oh.mint > oh.head.MaxOOOTime() {
+		return []string{}, nil
+	}
+
+	if len(matchers) == 0 {
+		return oh.head.postings.LabelValues(name), nil
+	}
+
+	return labelValuesWithMatchers(oh, name, matchers...)
+}
+
+type chunkMetaAndChunkDiskMapperRef struct {
+	meta     chunks.Meta
+	ref      chunks.ChunkDiskMapperRef
+	origMinT int64
+	origMaxT int64
+}
+
+type byMinTimeAndMinRef []chunkMetaAndChunkDiskMapperRef
+
+func (b byMinTimeAndMinRef) Len() int { return len(b) }
+func (b byMinTimeAndMinRef) Less(i, j int) bool {
+	if b[i].meta.MinTime == b[j].meta.MinTime {
+		return b[i].meta.Ref < b[j].meta.Ref
+	}
+	return b[i].meta.MinTime < b[j].meta.MinTime
+}
+
+func (b byMinTimeAndMinRef) Swap(i, j int) { b[i], b[j] = b[j], b[i] }
+
+type metaByMinTimeAndMinRef []chunks.Meta
+
+func (b metaByMinTimeAndMinRef) Len() int { return len(b) }
+func (b metaByMinTimeAndMinRef) Less(i, j int) bool {
+	if b[i].MinTime == b[j].MinTime {
+		return b[i].Ref < b[j].Ref
+	}
+	return b[i].MinTime < b[j].MinTime
+}
+
+func (b metaByMinTimeAndMinRef) Swap(i, j int) { b[i], b[j] = b[j], b[i] }
+
+func (oh *OOOHeadIndexReader) Postings(name string, values ...string) (index.Postings, error) {
+	switch len(values) {
+	case 0:
+		return index.EmptyPostings(), nil
+	case 1:
+		return oh.head.postings.Get(name, values[0]), nil // TODO(ganesh) Also call GetOOOPostings
+	default:
+		// TODO(ganesh) We want to only return postings for out of order series.
+		res := make([]index.Postings, 0, len(values))
+		for _, value := range values {
+			res = append(res, oh.head.postings.Get(name, value)) // TODO(ganesh) Also call GetOOOPostings
+		}
+		return index.Merge(res...), nil
+	}
+}
+
+type OOOHeadChunkReader struct {
+	head       *Head
+	mint, maxt int64
+}
+
+func NewOOOHeadChunkReader(head *Head, mint, maxt int64) *OOOHeadChunkReader {
+	return &OOOHeadChunkReader{
+		head: head,
+		mint: mint,
+		maxt: maxt,
+	}
+}
+
+func (cr OOOHeadChunkReader) Chunk(meta chunks.Meta) (chunkenc.Chunk, error) {
+	sid, _ := chunks.HeadChunkRef(meta.Ref).Unpack()
+
+	s := cr.head.series.getByID(sid)
+	// This means that the series has been garbage collected.
+	if s == nil {
+		return nil, storage.ErrNotFound
+	}
+
+	s.Lock()
+	c, err := s.oooMergedChunk(meta, cr.head.chunkDiskMapper, cr.mint, cr.maxt)
+	s.Unlock()
+	if err != nil {
+		return nil, err
+	}
+
+	// This means that the query range did not overlap with the requested chunk.
+	if len(c.chunks) == 0 {
+		return nil, storage.ErrNotFound
+	}
+
+	return c, nil
+}
+
+func (cr OOOHeadChunkReader) Close() error {
+	return nil
+}
+
+type OOOCompactionHead struct {
+	oooIR       *OOOHeadIndexReader
+	lastMmapRef chunks.ChunkDiskMapperRef
+	lastWBLFile int
+	postings    []storage.SeriesRef
+	chunkRange  int64
+	mint, maxt  int64 // Among all the compactable chunks.
+}
+
+// NewOOOCompactionHead does the following:
+// 1. M-maps all the in-memory ooo chunks.
+// 2. Compute the expected block ranges while iterating through all ooo series and store it.
+// 3. Store the list of postings having ooo series.
+// 4. Cuts a new WBL file for the OOO WBL.
+// All the above together have a bit of CPU and memory overhead, and can have a bit of impact
+// on the sample append latency. So call NewOOOCompactionHead only right before compaction.
+func NewOOOCompactionHead(head *Head) (*OOOCompactionHead, error) {
+	newWBLFile, err := head.wbl.NextSegmentSync()
+	if err != nil {
+		return nil, err
+	}
+
+	ch := &OOOCompactionHead{
+		chunkRange:  head.chunkRange.Load(),
+		mint:        math.MaxInt64,
+		maxt:        math.MinInt64,
+		lastWBLFile: newWBLFile,
+	}
+
+	ch.oooIR = NewOOOHeadIndexReader(head, math.MinInt64, math.MaxInt64)
+	n, v := index.AllPostingsKey()
+
+	// TODO: verify this gets only ooo samples.
+	p, err := ch.oooIR.Postings(n, v)
+	if err != nil {
+		return nil, err
+	}
+	p = ch.oooIR.SortedPostings(p)
+
+	var lastSeq, lastOff int
+	for p.Next() {
+		seriesRef := p.At()
+		ms := head.series.getByID(chunks.HeadSeriesRef(seriesRef))
+		if ms == nil {
+			continue
+		}
+
+		// M-map the in-memory chunk and keep track of the last one.
+		// Also build the block ranges -> series map.
+		// TODO: consider having a lock specifically for ooo data.
+		ms.Lock()
+
+		mmapRef := ms.mmapCurrentOOOHeadChunk(head.chunkDiskMapper)
+		if mmapRef == 0 && len(ms.oooMmappedChunks) > 0 {
+			// Nothing was m-mapped. So take the mmapRef from the existing slice if it exists.
+			mmapRef = ms.oooMmappedChunks[len(ms.oooMmappedChunks)-1].ref
+		}
+		seq, off := mmapRef.Unpack()
+		if seq > lastSeq || (seq == lastSeq && off > lastOff) {
+			ch.lastMmapRef, lastSeq, lastOff = mmapRef, seq, off
+		}
+		if len(ms.oooMmappedChunks) > 0 {
+			ch.postings = append(ch.postings, seriesRef)
+			for _, c := range ms.oooMmappedChunks {
+				if c.minTime < ch.mint {
+					ch.mint = c.minTime
+				}
+				if c.maxTime > ch.maxt {
+					ch.maxt = c.maxTime
+				}
+			}
+		}
+		ms.Unlock()
+	}
+
+	return ch, nil
+}
+
+func (ch *OOOCompactionHead) Index() (IndexReader, error) {
+	return NewOOOCompactionHeadIndexReader(ch), nil
+}
+
+func (ch *OOOCompactionHead) Chunks() (ChunkReader, error) {
+	return NewOOOHeadChunkReader(ch.oooIR.head, ch.oooIR.mint, ch.oooIR.maxt), nil
+}
+
+func (ch *OOOCompactionHead) Tombstones() (tombstones.Reader, error) {
+	return tombstones.NewMemTombstones(), nil
+}
+
+func (ch *OOOCompactionHead) Meta() BlockMeta {
+	var id [16]byte
+	copy(id[:], "copy(id[:], \"ooo_compact_head\")")
+	return BlockMeta{
+		MinTime: ch.mint,
+		MaxTime: ch.maxt,
+		ULID:    id,
+		Stats: BlockStats{
+			NumSeries: uint64(len(ch.postings)),
+		},
+	}
+}
+
+// CloneForTimeRange clones the OOOCompactionHead such that the IndexReader and ChunkReader
+// obtained from this only looks at the m-map chunks within the given time ranges while not looking
+// beyond the ch.lastMmapRef.
+// Only the method of BlockReader interface are valid for the cloned OOOCompactionHead.
+func (ch *OOOCompactionHead) CloneForTimeRange(mint, maxt int64) *OOOCompactionHead {
+	return &OOOCompactionHead{
+		oooIR:       NewOOOHeadIndexReader(ch.oooIR.head, mint, maxt),
+		lastMmapRef: ch.lastMmapRef,
+		postings:    ch.postings,
+		chunkRange:  ch.chunkRange,
+		mint:        ch.mint,
+		maxt:        ch.maxt,
+	}
+}
+
+func (ch *OOOCompactionHead) Size() int64                            { return 0 }
+func (ch *OOOCompactionHead) MinTime() int64                         { return ch.mint }
+func (ch *OOOCompactionHead) MaxTime() int64                         { return ch.maxt }
+func (ch *OOOCompactionHead) ChunkRange() int64                      { return ch.chunkRange }
+func (ch *OOOCompactionHead) LastMmapRef() chunks.ChunkDiskMapperRef { return ch.lastMmapRef }
+func (ch *OOOCompactionHead) LastWBLFile() int                       { return ch.lastWBLFile }
+
+type OOOCompactionHeadIndexReader struct {
+	ch *OOOCompactionHead
+}
+
+func NewOOOCompactionHeadIndexReader(ch *OOOCompactionHead) IndexReader {
+	return &OOOCompactionHeadIndexReader{ch: ch}
+}
+
+func (ir *OOOCompactionHeadIndexReader) Symbols() index.StringIter {
+	return ir.ch.oooIR.Symbols()
+}
+
+func (ir *OOOCompactionHeadIndexReader) Postings(name string, values ...string) (index.Postings, error) {
+	n, v := index.AllPostingsKey()
+	if name != n || len(values) != 1 || values[0] != v {
+		return nil, errors.New("only AllPostingsKey is supported")
+	}
+	return index.NewListPostings(ir.ch.postings), nil
+}
+
+func (ir *OOOCompactionHeadIndexReader) SortedPostings(p index.Postings) index.Postings {
+	// This will already be sorted from the Postings() call above.
+	return p
+}
+
+func (ir *OOOCompactionHeadIndexReader) Series(ref storage.SeriesRef, lset *labels.Labels, chks *[]chunks.Meta) error {
+	return ir.ch.oooIR.series(ref, lset, chks, ir.ch.lastMmapRef)
+}
+
+func (ir *OOOCompactionHeadIndexReader) SortedLabelValues(name string, matchers ...*labels.Matcher) ([]string, error) {
+	return nil, errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) LabelValues(name string, matchers ...*labels.Matcher) ([]string, error) {
+	return nil, errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) PostingsForMatchers(concurrent bool, ms ...*labels.Matcher) (index.Postings, error) {
+	return nil, errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) LabelNames(matchers ...*labels.Matcher) ([]string, error) {
+	return nil, errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) LabelValueFor(id storage.SeriesRef, label string) (string, error) {
+	return "", errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) LabelNamesFor(ids ...storage.SeriesRef) ([]string, error) {
+	return nil, errors.New("not implemented")
+}
+
+func (ir *OOOCompactionHeadIndexReader) Close() error {
+	return ir.ch.oooIR.Close()
+}
diff --git a/tsdb/querier.go b/tsdb/querier.go
index 82b752cbb86..70b384e0204 100644
--- a/tsdb/querier.go
+++ b/tsdb/querier.go
@@ -16,11 +16,11 @@ package tsdb
 import (
 	"fmt"
 	"math"
-	"sort"
 	"strings"
 	"unicode/utf8"
 
 	"github.com/pkg/errors"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
@@ -319,7 +319,7 @@ func postingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Postings, erro
 	if m.Type == labels.MatchRegexp {
 		setMatches := findSetMatches(m.GetRegexString())
 		if len(setMatches) > 0 {
-			sort.Strings(setMatches)
+			slices.Sort(setMatches)
 			return ix.Postings(m.Name, setMatches...)
 		}
 	}
@@ -346,7 +346,7 @@ func postingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Postings, erro
 	}
 
 	if !isSorted {
-		sort.Strings(res)
+		slices.Sort(res)
 	}
 	return ix.Postings(m.Name, res...)
 }
@@ -371,7 +371,7 @@ func inversePostingsForMatcher(ix IndexReader, m *labels.Matcher) (index.Posting
 	}
 
 	if !isSorted {
-		sort.Strings(res)
+		slices.Sort(res)
 	}
 	return ix.Postings(m.Name, res...)
 }
@@ -575,7 +575,7 @@ func (p *populateWithDelGenericSeriesIterator) next() bool {
 	p.i++
 	p.currChkMeta = p.chks[p.i]
 
-	p.currChkMeta.Chunk, p.err = p.chunks.Chunk(p.currChkMeta.Ref)
+	p.currChkMeta.Chunk, p.err = p.chunks.Chunk(p.currChkMeta)
 	if p.err != nil {
 		p.err = errors.Wrapf(p.err, "cannot populate chunk %d", p.currChkMeta.Ref)
 		return false
@@ -999,7 +999,7 @@ func newNopChunkReader() ChunkReader {
 	}
 }
 
-func (cr nopChunkReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
+func (cr nopChunkReader) Chunk(meta chunks.Meta) (chunkenc.Chunk, error) {
 	return cr.emptyChunk, nil
 }
 
diff --git a/tsdb/record/record.go b/tsdb/record/record.go
index 646647ea95f..86cc93890c2 100644
--- a/tsdb/record/record.go
+++ b/tsdb/record/record.go
@@ -44,9 +44,11 @@ const (
 	Tombstones Type = 3
 	// Exemplars is used to match WAL records of type Exemplars.
 	Exemplars Type = 4
+	// MmapMarkers is used to match OOO WBL records of type MmapMarkers.
+	MmapMarkers Type = 5
 	// Metadata is used to match WAL records of type Metadata.
 	Metadata Type = 6
-	// Histograms is used to match WAL records of type Histograms.
+	// HistogramSamples is used to match WAL records of type Histograms.
 	HistogramSamples Type = 7
 )
 
@@ -62,6 +64,8 @@ func (rt Type) String() string {
 		return "exemplars"
 	case HistogramSamples:
 		return "histogram_samples"
+	case MmapMarkers:
+		return "mmapmarkers"
 	case Metadata:
 		return "metadata"
 	default:
@@ -170,7 +174,13 @@ type RefHistogramSample struct {
 	H   *histogram.Histogram
 }
 
-// Decoder decodes series, sample, metadata, and tombstone records.
+// RefMmapMarker marks that the all the samples of the given series until now have been m-mapped to disk.
+type RefMmapMarker struct {
+	Ref     chunks.HeadSeriesRef
+	MmapRef chunks.ChunkDiskMapperRef
+}
+
+// Decoder decodes series, sample, metadata and tombstone records.
 // The zero value is ready to use.
 type Decoder struct{}
 
@@ -181,7 +191,7 @@ func (d *Decoder) Type(rec []byte) Type {
 		return Unknown
 	}
 	switch t := Type(rec[0]); t {
-	case Series, Samples, Tombstones, Exemplars, HistogramSamples, Metadata:
+	case Series, Samples, Tombstones, Exemplars, MmapMarkers, Metadata, HistogramSamples:
 		return t
 	}
 	return Unknown
@@ -367,6 +377,34 @@ func (d *Decoder) ExemplarsFromBuffer(dec *encoding.Decbuf, exemplars []RefExemp
 	return exemplars, nil
 }
 
+func (d *Decoder) MmapMarkers(rec []byte, markers []RefMmapMarker) ([]RefMmapMarker, error) {
+	dec := encoding.Decbuf{B: rec}
+	t := Type(dec.Byte())
+	if t != MmapMarkers {
+		return nil, errors.New("invalid record type")
+	}
+
+	if dec.Len() == 0 {
+		return markers, nil
+	}
+	for len(dec.B) > 0 && dec.Err() == nil {
+		ref := chunks.HeadSeriesRef(dec.Be64())
+		mmapRef := chunks.ChunkDiskMapperRef(dec.Be64())
+		markers = append(markers, RefMmapMarker{
+			Ref:     ref,
+			MmapRef: mmapRef,
+		})
+	}
+
+	if dec.Err() != nil {
+		return nil, errors.Wrapf(dec.Err(), "decode error after %d mmap markers", len(markers))
+	}
+	if len(dec.B) > 0 {
+		return nil, errors.Errorf("unexpected %d bytes left in entry", len(dec.B))
+	}
+	return markers, nil
+}
+
 func (d *Decoder) HistogramSamples(rec []byte, histograms []RefHistogramSample) ([]RefHistogramSample, error) {
 	dec := encoding.Decbuf{B: rec}
 	t := Type(dec.Byte())
@@ -563,6 +601,18 @@ func (e *Encoder) EncodeExemplarsIntoBuffer(exemplars []RefExemplar, buf *encodi
 	}
 }
 
+func (e *Encoder) MmapMarkers(markers []RefMmapMarker, b []byte) []byte {
+	buf := encoding.Encbuf{B: b}
+	buf.PutByte(byte(MmapMarkers))
+
+	for _, s := range markers {
+		buf.PutBE64(uint64(s.Ref))
+		buf.PutBE64(uint64(s.MmapRef))
+	}
+
+	return buf.Get()
+}
+
 func (e *Encoder) HistogramSamples(histograms []RefHistogramSample, b []byte) []byte {
 	buf := encoding.Encbuf{B: b}
 	buf.PutByte(byte(HistogramSamples))
diff --git a/tsdb/tsdbutil/buffer.go b/tsdb/tsdbutil/buffer.go
deleted file mode 100644
index d7293c82ad6..00000000000
--- a/tsdb/tsdbutil/buffer.go
+++ /dev/null
@@ -1,292 +0,0 @@
-// Copyright 2018 The Prometheus Authors
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-// http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package tsdbutil
-
-import (
-	"fmt"
-	"math"
-
-	"github.com/pkg/errors"
-
-	"github.com/prometheus/prometheus/model/histogram"
-	"github.com/prometheus/prometheus/tsdb/chunkenc"
-)
-
-// BufferedSeriesIterator wraps an iterator with a look-back buffer.
-//
-// TODO(beorn7): BufferedSeriesIterator does not support HistogramSamples or
-// FloatHistograms. Either add support or remove BufferedSeriesIterator
-// altogether (it seems unused).
-type BufferedSeriesIterator struct {
-	it  chunkenc.Iterator
-	buf *sampleRing
-
-	lastTime int64
-}
-
-// NewBuffer returns a new iterator that buffers the values within the time range
-// of the current element and the duration of delta before.
-func NewBuffer(it chunkenc.Iterator, delta int64) *BufferedSeriesIterator {
-	return &BufferedSeriesIterator{
-		it:       it,
-		buf:      newSampleRing(delta, 16),
-		lastTime: math.MinInt64,
-	}
-}
-
-// PeekBack returns the previous element of the iterator. If there is none buffered,
-// ok is false.
-func (b *BufferedSeriesIterator) PeekBack() (t int64, v float64, ok bool) {
-	return b.buf.last()
-}
-
-// Buffer returns an iterator over the buffered data.
-func (b *BufferedSeriesIterator) Buffer() chunkenc.Iterator {
-	return b.buf.iterator()
-}
-
-// Seek advances the iterator to the element at time t or greater.
-func (b *BufferedSeriesIterator) Seek(t int64) chunkenc.ValueType {
-	t0 := t - b.buf.delta
-
-	// If the delta would cause us to seek backwards, preserve the buffer
-	// and just continue regular advancement while filling the buffer on the way.
-	if t0 > b.lastTime {
-		b.buf.reset()
-
-		if b.it.Seek(t0) == chunkenc.ValNone {
-			return chunkenc.ValNone
-		}
-		b.lastTime = b.AtT()
-	}
-
-	if b.lastTime >= t {
-		return chunkenc.ValFloat
-	}
-	for {
-		valueType := b.Next()
-		switch valueType {
-		case chunkenc.ValNone:
-			return chunkenc.ValNone
-		case chunkenc.ValFloat:
-			if b.lastTime >= t {
-				return valueType
-			}
-		default:
-			panic(fmt.Errorf("BufferedSeriesIterator: unsupported value type %v", valueType))
-		}
-		if b.lastTime >= t {
-			return valueType
-		}
-	}
-}
-
-// Next advances the iterator to the next element.
-func (b *BufferedSeriesIterator) Next() chunkenc.ValueType {
-	// Add current element to buffer before advancing.
-	b.buf.add(b.it.At())
-
-	valueType := b.it.Next()
-	if valueType != chunkenc.ValNone {
-		b.lastTime = b.AtT()
-	}
-	return valueType
-}
-
-// At returns the current element of the iterator.
-func (b *BufferedSeriesIterator) At() (int64, float64) {
-	return b.it.At()
-}
-
-// AtHistogram is unsupported.
-func (b *BufferedSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
-	panic(errors.New("BufferedSeriesIterator: AtHistogram not implemented"))
-}
-
-// AtFloatHistogram is unsupported.
-func (b *BufferedSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	panic(errors.New("BufferedSeriesIterator: AtFloatHistogram not implemented"))
-}
-
-// At returns the timestamp of the current element of the iterator.
-func (b *BufferedSeriesIterator) AtT() int64 {
-	return b.it.AtT()
-}
-
-// Err returns the last encountered error.
-func (b *BufferedSeriesIterator) Err() error {
-	return b.it.Err()
-}
-
-type sample struct {
-	t  int64
-	v  float64
-	h  *histogram.Histogram
-	fh *histogram.FloatHistogram
-}
-
-func (s sample) T() int64 {
-	return s.t
-}
-
-func (s sample) V() float64 {
-	return s.v
-}
-
-func (s sample) H() *histogram.Histogram {
-	return s.h
-}
-
-func (s sample) FH() *histogram.FloatHistogram {
-	return s.fh
-}
-
-func (s sample) Type() chunkenc.ValueType {
-	switch {
-	case s.h != nil:
-		return chunkenc.ValHistogram
-	case s.fh != nil:
-		return chunkenc.ValFloatHistogram
-	default:
-		return chunkenc.ValFloat
-	}
-}
-
-type sampleRing struct {
-	delta int64
-
-	buf []sample // lookback buffer
-	i   int      // position of most recent element in ring buffer
-	f   int      // position of first element in ring buffer
-	l   int      // number of elements in buffer
-}
-
-func newSampleRing(delta int64, sz int) *sampleRing {
-	r := &sampleRing{delta: delta, buf: make([]sample, sz)}
-	r.reset()
-
-	return r
-}
-
-func (r *sampleRing) reset() {
-	r.l = 0
-	r.i = -1
-	r.f = 0
-}
-
-func (r *sampleRing) iterator() chunkenc.Iterator {
-	return &sampleRingIterator{r: r, i: -1}
-}
-
-type sampleRingIterator struct {
-	r *sampleRing
-	i int
-}
-
-func (it *sampleRingIterator) Next() chunkenc.ValueType {
-	it.i++
-	if it.i < it.r.l {
-		return chunkenc.ValFloat
-	}
-	return chunkenc.ValNone
-}
-
-func (it *sampleRingIterator) Seek(int64) chunkenc.ValueType {
-	return chunkenc.ValNone
-}
-
-func (it *sampleRingIterator) Err() error {
-	return nil
-}
-
-func (it *sampleRingIterator) At() (int64, float64) {
-	return it.r.at(it.i)
-}
-
-func (it *sampleRingIterator) AtHistogram() (int64, *histogram.Histogram) {
-	panic(errors.New("sampleRingIterator: AtHistogram not implemented"))
-}
-
-func (it *sampleRingIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	panic(errors.New("sampleRingIterator: AtFloatHistogram not implemented"))
-}
-
-func (it *sampleRingIterator) AtT() int64 {
-	t, _ := it.r.at(it.i)
-	return t
-}
-
-func (r *sampleRing) at(i int) (int64, float64) {
-	j := (r.f + i) % len(r.buf)
-	s := r.buf[j]
-	return s.t, s.v
-}
-
-// add adds a sample to the ring buffer and frees all samples that fall
-// out of the delta range.
-func (r *sampleRing) add(t int64, v float64) {
-	l := len(r.buf)
-	// Grow the ring buffer if it fits no more elements.
-	if l == r.l {
-		buf := make([]sample, 2*l)
-		copy(buf[l+r.f:], r.buf[r.f:])
-		copy(buf, r.buf[:r.f])
-
-		r.buf = buf
-		r.i = r.f
-		r.f += l
-	} else {
-		r.i++
-		if r.i >= l {
-			r.i -= l
-		}
-	}
-
-	r.buf[r.i] = sample{t: t, v: v}
-	r.l++
-
-	// Free head of the buffer of samples that just fell out of the range.
-	for r.buf[r.f].t < t-r.delta {
-		r.f++
-		if r.f >= l {
-			r.f -= l
-		}
-		r.l--
-	}
-}
-
-// last returns the most recent element added to the ring.
-func (r *sampleRing) last() (int64, float64, bool) {
-	if r.l == 0 {
-		return 0, 0, false
-	}
-	s := r.buf[r.i]
-	return s.t, s.v, true
-}
-
-func (r *sampleRing) samples() []sample {
-	res := make([]sample, r.l)
-
-	k := r.f + r.l
-	var j int
-	if k > len(r.buf) {
-		k = len(r.buf)
-		j = r.l - k + r.f
-	}
-
-	n := copy(res, r.buf[r.f:k])
-	copy(res[n:], r.buf[:j])
-
-	return res
-}
diff --git a/tsdb/tsdbutil/chunks.go b/tsdb/tsdbutil/chunks.go
index 1be6a83313f..87cc345dd0f 100644
--- a/tsdb/tsdbutil/chunks.go
+++ b/tsdb/tsdbutil/chunks.go
@@ -83,6 +83,40 @@ func ChunkFromSamplesGeneric(s Samples) chunks.Meta {
 	}
 }
 
+type sample struct {
+	t  int64
+	v  float64
+	h  *histogram.Histogram
+	fh *histogram.FloatHistogram
+}
+
+func (s sample) T() int64 {
+	return s.t
+}
+
+func (s sample) V() float64 {
+	return s.v
+}
+
+func (s sample) H() *histogram.Histogram {
+	return s.h
+}
+
+func (s sample) FH() *histogram.FloatHistogram {
+	return s.fh
+}
+
+func (s sample) Type() chunkenc.ValueType {
+	switch {
+	case s.h != nil:
+		return chunkenc.ValHistogram
+	case s.fh != nil:
+		return chunkenc.ValFloatHistogram
+	default:
+		return chunkenc.ValFloat
+	}
+}
+
 // PopulatedChunk creates a chunk populated with samples every second starting at minTime
 func PopulatedChunk(numSamples int, minTime int64) chunks.Meta {
 	samples := make([]Sample, numSamples)
diff --git a/tsdb/wal/wal.go b/tsdb/wal/wal.go
index ace6a99566f..191b09ed992 100644
--- a/tsdb/wal/wal.go
+++ b/tsdb/wal/wal.go
@@ -40,6 +40,7 @@ const (
 	DefaultSegmentSize = 128 * 1024 * 1024 // 128 MB
 	pageSize           = 32 * 1024         // 32KB
 	recordHeaderSize   = 7
+	WblDirName         = "wbl"
 )
 
 // The table gets initialized with sync.Once but may still cause a race
@@ -204,32 +205,32 @@ func newWALMetrics(r prometheus.Registerer) *walMetrics {
 	m := &walMetrics{}
 
 	m.fsyncDuration = prometheus.NewSummary(prometheus.SummaryOpts{
-		Name:       "prometheus_tsdb_wal_fsync_duration_seconds",
+		Name:       "fsync_duration_seconds",
 		Help:       "Duration of WAL fsync.",
 		Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
 	})
 	m.pageFlushes = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: "prometheus_tsdb_wal_page_flushes_total",
+		Name: "page_flushes_total",
 		Help: "Total number of page flushes.",
 	})
 	m.pageCompletions = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: "prometheus_tsdb_wal_completed_pages_total",
+		Name: "completed_pages_total",
 		Help: "Total number of completed pages.",
 	})
 	m.truncateFail = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: "prometheus_tsdb_wal_truncations_failed_total",
+		Name: "truncations_failed_total",
 		Help: "Total number of WAL truncations that failed.",
 	})
 	m.truncateTotal = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: "prometheus_tsdb_wal_truncations_total",
+		Name: "truncations_total",
 		Help: "Total number of WAL truncations attempted.",
 	})
 	m.currentSegment = prometheus.NewGauge(prometheus.GaugeOpts{
-		Name: "prometheus_tsdb_wal_segment_current",
+		Name: "segment_current",
 		Help: "WAL segment index that TSDB is currently writing to.",
 	})
 	m.writesFailed = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: "prometheus_tsdb_wal_writes_failed_total",
+		Name: "writes_failed_total",
 		Help: "Total number of WAL writes that failed.",
 	})
 
@@ -274,7 +275,11 @@ func NewSize(logger log.Logger, reg prometheus.Registerer, dir string, segmentSi
 		stopc:       make(chan chan struct{}),
 		compress:    compress,
 	}
-	w.metrics = newWALMetrics(reg)
+	prefix := "prometheus_tsdb_wal_"
+	if filepath.Base(dir) == WblDirName {
+		prefix = "prometheus_tsdb_out_of_order_wal_"
+	}
+	w.metrics = newWALMetrics(prometheus.WrapRegistererWithPrefix(prefix, reg))
 
 	_, last, err := Segments(w.Dir())
 	if err != nil {
@@ -459,36 +464,46 @@ func SegmentName(dir string, i int) string {
 	return filepath.Join(dir, fmt.Sprintf("%08d", i))
 }
 
-// NextSegment creates the next segment and closes the previous one.
-func (w *WAL) NextSegment() error {
+// NextSegment creates the next segment and closes the previous one asynchronously.
+// It returns the file number of the new file.
+func (w *WAL) NextSegment() (int, error) {
+	w.mtx.Lock()
+	defer w.mtx.Unlock()
+	return w.nextSegment(true)
+}
+
+// NextSegmentSync creates the next segment and closes the previous one in sync.
+// It returns the file number of the new file.
+func (w *WAL) NextSegmentSync() (int, error) {
 	w.mtx.Lock()
 	defer w.mtx.Unlock()
-	return w.nextSegment()
+	return w.nextSegment(false)
 }
 
 // nextSegment creates the next segment and closes the previous one.
-func (w *WAL) nextSegment() error {
+// It returns the file number of the new file.
+func (w *WAL) nextSegment(async bool) (int, error) {
 	if w.closed {
-		return errors.New("wal is closed")
+		return 0, errors.New("wal is closed")
 	}
 
 	// Only flush the current page if it actually holds data.
 	if w.page.alloc > 0 {
 		if err := w.flushPage(true); err != nil {
-			return err
+			return 0, err
 		}
 	}
 	next, err := CreateSegment(w.Dir(), w.segment.Index()+1)
 	if err != nil {
-		return errors.Wrap(err, "create new segment file")
+		return 0, errors.Wrap(err, "create new segment file")
 	}
 	prev := w.segment
 	if err := w.setSegment(next); err != nil {
-		return err
+		return 0, err
 	}
 
 	// Don't block further writes by fsyncing the last segment.
-	w.actorc <- func() {
+	f := func() {
 		if err := w.fsync(prev); err != nil {
 			level.Error(w.logger).Log("msg", "sync previous segment", "err", err)
 		}
@@ -496,7 +511,12 @@ func (w *WAL) nextSegment() error {
 			level.Error(w.logger).Log("msg", "close previous segment", "err", err)
 		}
 	}
-	return nil
+	if async {
+		w.actorc <- f
+	} else {
+		f()
+	}
+	return next.Index(), nil
 }
 
 func (w *WAL) setSegment(segment *Segment) error {
@@ -638,7 +658,7 @@ func (w *WAL) log(rec []byte, final bool) error {
 	left += (pageSize - recordHeaderSize) * (w.pagesPerSegment() - w.donePages - 1) // Free pages in the active segment.
 
 	if len(rec) > left {
-		if err := w.nextSegment(); err != nil {
+		if _, err := w.nextSegment(true); err != nil {
 			return err
 		}
 	}
@@ -745,6 +765,13 @@ func (w *WAL) fsync(f *Segment) error {
 	return err
 }
 
+// Sync forces a file sync on the current wal segment. This function is meant
+// to be used only on tests due to different behaviour on Operating Systems
+// like windows and linux
+func (w *WAL) Sync() error {
+	return w.fsync(w.segment)
+}
+
 // Close flushes all writes and closes active segment.
 func (w *WAL) Close() (err error) {
 	w.mtx.Lock()
diff --git a/tsdb/wal/watcher.go b/tsdb/wal/watcher.go
index dddf2eec405..1cf8f5311eb 100644
--- a/tsdb/wal/watcher.go
+++ b/tsdb/wal/watcher.go
@@ -19,7 +19,6 @@ import (
 	"math"
 	"os"
 	"path"
-	"sort"
 	"strconv"
 	"strings"
 	"time"
@@ -28,6 +27,7 @@ import (
 	"github.com/go-kit/log/level"
 	"github.com/pkg/errors"
 	"github.com/prometheus/client_golang/prometheus"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/model/timestamp"
 	"github.com/prometheus/prometheus/tsdb/record"
@@ -320,7 +320,7 @@ func (w *Watcher) segments(dir string) ([]int, error) {
 		}
 		refs = append(refs, k)
 	}
-	sort.Ints(refs)
+	slices.Sort(refs)
 	for i := 0; i < len(refs)-1; i++ {
 		if refs[i]+1 != refs[i+1] {
 			return nil, errors.New("segments are not sequential")
diff --git a/util/jsonutil/marshal.go b/util/jsonutil/marshal.go
new file mode 100644
index 00000000000..a82ae100d7f
--- /dev/null
+++ b/util/jsonutil/marshal.go
@@ -0,0 +1,62 @@
+// Copyright 2022 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package jsonutil
+
+import (
+	"math"
+	"strconv"
+
+	jsoniter "github.com/json-iterator/go"
+)
+
+// MarshalTimestamp marshals a point timestamp using the passed jsoniter stream.
+func MarshalTimestamp(t int64, stream *jsoniter.Stream) {
+	// Write out the timestamp as a float divided by 1000.
+	// This is ~3x faster than converting to a float.
+	if t < 0 {
+		stream.WriteRaw(`-`)
+		t = -t
+	}
+	stream.WriteInt64(t / 1000)
+	fraction := t % 1000
+	if fraction != 0 {
+		stream.WriteRaw(`.`)
+		if fraction < 100 {
+			stream.WriteRaw(`0`)
+		}
+		if fraction < 10 {
+			stream.WriteRaw(`0`)
+		}
+		stream.WriteInt64(fraction)
+	}
+}
+
+// MarshalValue marshals a point value using the passed jsoniter stream.
+func MarshalValue(v float64, stream *jsoniter.Stream) {
+	stream.WriteRaw(`"`)
+	// Taken from https://github.com/json-iterator/go/blob/master/stream_float.go#L71 as a workaround
+	// to https://github.com/json-iterator/go/issues/365 (jsoniter, to follow json standard, doesn't allow inf/nan).
+	buf := stream.Buffer()
+	abs := math.Abs(v)
+	fmt := byte('f')
+	// Note: Must use float32 comparisons for underlying float32 value to get precise cutoffs right.
+	if abs != 0 {
+		if abs < 1e-6 || abs >= 1e21 {
+			fmt = 'e'
+		}
+	}
+	buf = strconv.AppendFloat(buf, v, fmt, -1, 64)
+	stream.SetBuffer(buf)
+	stream.WriteRaw(`"`)
+}
diff --git a/util/strutil/quote.go b/util/strutil/quote.go
index 86d477fc1f6..95dcb6f694f 100644
--- a/util/strutil/quote.go
+++ b/util/strutil/quote.go
@@ -114,10 +114,10 @@ func Unquote(s string) (t string, err error) {
 // or character literal represented by the string s.
 // It returns four values:
 //
-//	1) value, the decoded Unicode code point or byte value;
-//	2) multibyte, a boolean indicating whether the decoded character requires a multibyte UTF-8 representation;
-//	3) tail, the remainder of the string after the character; and
-//	4) an error that will be nil if the character is syntactically valid.
+//  1. value, the decoded Unicode code point or byte value;
+//  2. multibyte, a boolean indicating whether the decoded character requires a multibyte UTF-8 representation;
+//  3. tail, the remainder of the string after the character; and
+//  4. an error that will be nil if the character is syntactically valid.
 //
 // The second argument, quote, specifies the type of literal being parsed
 // and therefore which escaped quote character is permitted.
diff --git a/web/api/v1/api.go b/web/api/v1/api.go
index 8727be8d119..eaab5ef0680 100644
--- a/web/api/v1/api.go
+++ b/web/api/v1/api.go
@@ -23,7 +23,6 @@ import (
 	"net/url"
 	"os"
 	"path/filepath"
-	"sort"
 	"strconv"
 	"strings"
 	"time"
@@ -37,6 +36,7 @@ import (
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 	"github.com/prometheus/common/route"
+	"golang.org/x/exp/slices"
 
 	"github.com/prometheus/prometheus/config"
 	"github.com/prometheus/prometheus/model/exemplar"
@@ -53,6 +53,7 @@ import (
 	"github.com/prometheus/prometheus/tsdb"
 	"github.com/prometheus/prometheus/tsdb/index"
 	"github.com/prometheus/prometheus/util/httputil"
+	"github.com/prometheus/prometheus/util/jsonutil"
 	"github.com/prometheus/prometheus/util/stats"
 )
 
@@ -630,7 +631,7 @@ func (api *API) labelNames(r *http.Request) apiFuncResult {
 		for key := range labelNamesSet {
 			names = append(names, key)
 		}
-		sort.Strings(names)
+		slices.Sort(names)
 	} else {
 		names, warnings, err = q.LabelNames()
 		if err != nil {
@@ -715,7 +716,7 @@ func (api *API) labelValues(r *http.Request) (result apiFuncResult) {
 		}
 	}
 
-	sort.Strings(vals)
+	slices.Sort(vals)
 
 	return apiFuncResult{vals, nil, warnings, closer}
 }
@@ -771,15 +772,21 @@ func (api *API) series(r *http.Request) (result apiFuncResult) {
 		End:   timestamp.FromTime(end),
 		Func:  "series", // There is no series function, this token is used for lookups that don't need samples.
 	}
+	var set storage.SeriesSet
 
-	var sets []storage.SeriesSet
-	for _, mset := range matcherSets {
-		// We need to sort this select results to merge (deduplicate) the series sets later.
-		s := q.Select(true, hints, mset...)
-		sets = append(sets, s)
+	if len(matcherSets) > 1 {
+		var sets []storage.SeriesSet
+		for _, mset := range matcherSets {
+			// We need to sort this select results to merge (deduplicate) the series sets later.
+			s := q.Select(true, hints, mset...)
+			sets = append(sets, s)
+		}
+		set = storage.NewMergeSeriesSet(sets, storage.ChainedSeriesMerge)
+	} else {
+		// At this point at least one match exists.
+		set = q.Select(false, hints, matcherSets[0]...)
 	}
 
-	set := storage.NewMergeSeriesSet(sets, storage.ChainedSeriesMerge)
 	metrics := []labels.Labels{}
 	for set.Next() {
 		metrics = append(metrics, set.At().Labels())
@@ -904,7 +911,7 @@ func (api *API) targets(r *http.Request) apiFuncResult {
 			keys = append(keys, k)
 			n += len(targets[k])
 		}
-		sort.Strings(keys)
+		slices.Sort(keys)
 		return keys, n
 	}
 
@@ -1654,21 +1661,21 @@ OUTER:
 
 // marshalSeriesJSON writes something like the following:
 //
-//         {
-//            "metric" : {
-//               "__name__" : "up",
-//               "job" : "prometheus",
-//               "instance" : "localhost:9090"
-//            },
-//            "values": [
-//               [ 1435781451.781, "1" ],
-//               < more values>
-//            ],
-//            "histograms": [
-//               [ 1435781451.781, { < histogram, see below > } ],
-//               < more histograms >
-//            ],
-//         },
+//	{
+//	   "metric" : {
+//	      "__name__" : "up",
+//	      "job" : "prometheus",
+//	      "instance" : "localhost:9090"
+//	   },
+//	   "values": [
+//	      [ 1435781451.781, "1" ],
+//	      < more values>
+//	   ],
+//	   "histograms": [
+//	      [ 1435781451.781, { < histogram, see below > } ],
+//	      < more histograms >
+//	   ],
+//	},
 func marshalSeriesJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 	s := *((*promql.Series)(ptr))
 	stream.WriteObjectStart()
@@ -1726,25 +1733,25 @@ func marshalSeriesJSONIsEmpty(ptr unsafe.Pointer) bool {
 
 // marshalSampleJSON writes something like the following for normal value samples:
 //
-//         {
-//            "metric" : {
-//               "__name__" : "up",
-//               "job" : "prometheus",
-//               "instance" : "localhost:9090"
-//            },
-//            "value": [ 1435781451.781, "1" ]
-//         },
+//	{
+//	   "metric" : {
+//	      "__name__" : "up",
+//	      "job" : "prometheus",
+//	      "instance" : "localhost:9090"
+//	   },
+//	   "value": [ 1435781451.781, "1" ]
+//	},
 //
 // For histogram samples, it writes something like this:
 //
-//         {
-//            "metric" : {
-//               "__name__" : "up",
-//               "job" : "prometheus",
-//               "instance" : "localhost:9090"
-//            },
-//            "histogram": [ 1435781451.781, { < histogram, see below > } ]
-//         },
+//	{
+//	   "metric" : {
+//	      "__name__" : "up",
+//	      "job" : "prometheus",
+//	      "instance" : "localhost:9090"
+//	   },
+//	   "histogram": [ 1435781451.781, { < histogram, see below > } ]
+//	},
 func marshalSampleJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 	s := *((*promql.Sample)(ptr))
 	stream.WriteObjectStart()
@@ -1773,10 +1780,10 @@ func marshalSampleJSONIsEmpty(ptr unsafe.Pointer) bool {
 func marshalPointJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 	p := *((*promql.Point)(ptr))
 	stream.WriteArrayStart()
-	marshalTimestamp(p.T, stream)
+	jsonutil.MarshalTimestamp(p.T, stream)
 	stream.WriteMore()
 	if p.H == nil {
-		marshalValue(p.V, stream)
+		jsonutil.MarshalValue(p.V, stream)
 	} else {
 		marshalHistogram(p.H, stream)
 	}
@@ -1789,33 +1796,34 @@ func marshalPointJSONIsEmpty(ptr unsafe.Pointer) bool {
 
 // marshalHistogramJSON writes something like:
 //
-//       {
-//           "count": "42",
-//           "sum": "34593.34",
-//           "buckets": [
-//             [ 3, "-0.25", "0.25", "3"],
-//             [ 0, "0.25", "0.5", "12"],
-//             [ 0, "0.5", "1", "21"],
-//             [ 0, "2", "4", "6"]
-//           ]
-//       }
+//	{
+//	    "count": "42",
+//	    "sum": "34593.34",
+//	    "buckets": [
+//	      [ 3, "-0.25", "0.25", "3"],
+//	      [ 0, "0.25", "0.5", "12"],
+//	      [ 0, "0.5", "1", "21"],
+//	      [ 0, "2", "4", "6"]
+//	    ]
+//	}
 //
 // The 1st element in each bucket array determines if the boundaries are
 // inclusive (AKA closed) or exclusive (AKA open):
-//       0: lower exclusive, upper inclusive
-//       1: lower inclusive, upper exclusive
-//       2: both exclusive
-//       3: both inclusive
+//
+//	0: lower exclusive, upper inclusive
+//	1: lower inclusive, upper exclusive
+//	2: both exclusive
+//	3: both inclusive
 //
 // The 2nd and 3rd elements are the lower and upper boundary. The 4th element is
 // the bucket count.
 func marshalHistogram(h *histogram.FloatHistogram, stream *jsoniter.Stream) {
 	stream.WriteObjectStart()
 	stream.WriteObjectField(`count`)
-	marshalValue(h.Count, stream)
+	jsonutil.MarshalValue(h.Count, stream)
 	stream.WriteMore()
 	stream.WriteObjectField(`sum`)
-	marshalValue(h.Sum, stream)
+	jsonutil.MarshalValue(h.Sum, stream)
 
 	bucketFound := false
 	it := h.AllBucketIterator()
@@ -1845,11 +1853,11 @@ func marshalHistogram(h *histogram.FloatHistogram, stream *jsoniter.Stream) {
 		stream.WriteArrayStart()
 		stream.WriteInt(boundaries)
 		stream.WriteMore()
-		marshalValue(bucket.Lower, stream)
+		jsonutil.MarshalValue(bucket.Lower, stream)
 		stream.WriteMore()
-		marshalValue(bucket.Upper, stream)
+		jsonutil.MarshalValue(bucket.Upper, stream)
 		stream.WriteMore()
-		marshalValue(bucket.Count, stream)
+		jsonutil.MarshalValue(bucket.Count, stream)
 		stream.WriteArrayEnd()
 	}
 	if bucketFound {
@@ -1859,11 +1867,12 @@ func marshalHistogram(h *histogram.FloatHistogram, stream *jsoniter.Stream) {
 }
 
 // marshalExemplarJSON writes.
-// {
-//    labels: <labels>,
-//    value: "<string>",
-//    timestamp: <float>
-// }
+//
+//	{
+//	   labels: <labels>,
+//	   value: "<string>",
+//	   timestamp: <float>
+//	}
 func marshalExemplarJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 	p := *((*exemplar.Exemplar)(ptr))
 	stream.WriteObjectStart()
@@ -1880,13 +1889,12 @@ func marshalExemplarJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 	// "value" key.
 	stream.WriteMore()
 	stream.WriteObjectField(`value`)
-	marshalValue(p.Value, stream)
+	jsonutil.MarshalValue(p.Value, stream)
 
 	// "timestamp" key.
 	stream.WriteMore()
 	stream.WriteObjectField(`timestamp`)
-	marshalTimestamp(p.Ts, stream)
-	// marshalTimestamp(p.Ts, stream)
+	jsonutil.MarshalTimestamp(p.Ts, stream)
 
 	stream.WriteObjectEnd()
 }
@@ -1894,42 +1902,3 @@ func marshalExemplarJSON(ptr unsafe.Pointer, stream *jsoniter.Stream) {
 func marshalExemplarJSONEmpty(ptr unsafe.Pointer) bool {
 	return false
 }
-
-func marshalTimestamp(t int64, stream *jsoniter.Stream) {
-	// Write out the timestamp as a float divided by 1000.
-	// This is ~3x faster than converting to a float.
-	if t < 0 {
-		stream.WriteRaw(`-`)
-		t = -t
-	}
-	stream.WriteInt64(t / 1000)
-	fraction := t % 1000
-	if fraction != 0 {
-		stream.WriteRaw(`.`)
-		if fraction < 100 {
-			stream.WriteRaw(`0`)
-		}
-		if fraction < 10 {
-			stream.WriteRaw(`0`)
-		}
-		stream.WriteInt64(fraction)
-	}
-}
-
-func marshalValue(v float64, stream *jsoniter.Stream) {
-	stream.WriteRaw(`"`)
-	// Taken from https://github.com/json-iterator/go/blob/master/stream_float.go#L71 as a workaround
-	// to https://github.com/json-iterator/go/issues/365 (jsoniter, to follow json standard, doesn't allow inf/nan).
-	buf := stream.Buffer()
-	abs := math.Abs(v)
-	fmt := byte('f')
-	// Note: Must use float32 comparisons for underlying float32 value to get precise cutoffs right.
-	if abs != 0 {
-		if abs < 1e-6 || abs >= 1e21 {
-			fmt = 'e'
-		}
-	}
-	buf = strconv.AppendFloat(buf, v, fmt, -1, 64)
-	stream.SetBuffer(buf)
-	stream.WriteRaw(`"`)
-}
diff --git a/web/ui/module/codemirror-promql/package.json b/web/ui/module/codemirror-promql/package.json
index b986b4465fd..e5e11fc2188 100644
--- a/web/ui/module/codemirror-promql/package.json
+++ b/web/ui/module/codemirror-promql/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@prometheus-io/codemirror-promql",
-  "version": "0.37.0",
+  "version": "0.39.0",
   "description": "a CodeMirror mode for the PromQL language",
   "types": "dist/esm/index.d.ts",
   "module": "dist/esm/index.js",
@@ -29,29 +29,29 @@
   },
   "homepage": "https://github.com/prometheus/prometheus/blob/main/web/ui/module/codemirror-promql/README.md",
   "dependencies": {
-    "@prometheus-io/lezer-promql": "^0.37.0",
+    "@prometheus-io/lezer-promql": "^0.39.0",
     "lru-cache": "^6.0.0"
   },
   "devDependencies": {
-    "@codemirror/autocomplete": "^6.0.0",
-    "@codemirror/language": "^6.0.0",
+    "@codemirror/autocomplete": "^6.2.0",
+    "@codemirror/language": "^6.2.1",
     "@codemirror/lint": "^6.0.0",
-    "@codemirror/state": "^6.0.0",
-    "@codemirror/view": "^6.0.0",
-    "@lezer/common": "^1.0.0",
-    "@lezer/lr": "^1.0.0",
-    "@lezer/highlight": "^1.0.0",
+    "@codemirror/state": "^6.1.1",
+    "@codemirror/view": "^6.2.4",
+    "@lezer/common": "^1.0.1",
+    "@lezer/lr": "^1.2.3",
+    "@lezer/highlight": "^1.1.0",
     "@types/lru-cache": "^5.1.1",
     "isomorphic-fetch": "^3.0.0",
-    "nock": "^13.2.4"
+    "nock": "^13.2.9"
   },
   "peerDependencies": {
-    "@codemirror/autocomplete": "^6.0.0",
-    "@codemirror/language": "^6.0.0",
+    "@codemirror/autocomplete": "^6.2.0",
+    "@codemirror/language": "^6.2.1",
     "@codemirror/lint": "^6.0.0",
-    "@codemirror/state": "^6.0.0",
-    "@codemirror/view": "^6.0.0",
-    "@lezer/common": "^1.0.0"
+    "@codemirror/state": "^6.1.1",
+    "@codemirror/view": "^6.2.4",
+    "@lezer/common": "^1.0.1"
   },
   "prettier": {
     "singleQuote": true,
diff --git a/web/ui/module/codemirror-promql/src/complete/hybrid.ts b/web/ui/module/codemirror-promql/src/complete/hybrid.ts
index e7286fca4b4..e3c02f8900d 100644
--- a/web/ui/module/codemirror-promql/src/complete/hybrid.ts
+++ b/web/ui/module/codemirror-promql/src/complete/hybrid.ts
@@ -19,30 +19,24 @@ import {
   AggregateExpr,
   And,
   BinaryExpr,
-  BinModifiers,
-  Bool,
+  BoolModifier,
   Div,
   Duration,
   Eql,
   EqlRegex,
   EqlSingle,
-  Expr,
-  FunctionCallArgs,
   FunctionCallBody,
-  GroupingLabel,
   GroupingLabels,
   Gte,
   Gtr,
-  Identifier,
   LabelMatcher,
   LabelMatchers,
-  LabelMatchList,
   LabelName,
   Lss,
   Lte,
   MatchOp,
   MatrixSelector,
-  MetricIdentifier,
+  Identifier,
   Mod,
   Mul,
   Neq,
@@ -61,7 +55,7 @@ import {
 } from '@prometheus-io/lezer-promql';
 import { Completion, CompletionContext, CompletionResult } from '@codemirror/autocomplete';
 import { EditorState } from '@codemirror/state';
-import { buildLabelMatchers, containsAtLeastOneChild, containsChild, retrieveAllRecursiveNodes, walkBackward, walkThrough } from '../parser';
+import { buildLabelMatchers, containsAtLeastOneChild, containsChild, walkBackward } from '../parser';
 import {
   aggregateOpModifierTerms,
   aggregateOpTerms,
@@ -118,13 +112,13 @@ export interface Context {
 
 function getMetricNameInVectorSelector(tree: SyntaxNode, state: EditorState): string {
   // Find if there is a defined metric name. Should be used to autocomplete a labelValue or a labelName
-  // First find the parent "VectorSelector" to be able to find then the subChild "MetricIdentifier" if it exists.
+  // First find the parent "VectorSelector" to be able to find then the subChild "Identifier" if it exists.
   let currentNode: SyntaxNode | null = walkBackward(tree, VectorSelector);
   if (!currentNode) {
     // Weird case that shouldn't happen, because "VectorSelector" is by definition the parent of the LabelMatchers.
     return '';
   }
-  currentNode = walkThrough(currentNode, MetricIdentifier, Identifier);
+  currentNode = currentNode.getChild(Identifier);
   if (!currentNode) {
     return '';
   }
@@ -193,7 +187,7 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
       if (node.parent?.type.id === OffsetExpr) {
         // we are likely in the given situation:
         // `metric_name offset 5` that leads to this tree:
-        // `Expr(OffsetExpr(Expr(VectorSelector(MetricIdentifier(Identifier))),Offset,⚠))`
+        // `OffsetExpr(VectorSelector(Identifier),Offset,⚠)`
         // Here we can just autocomplete a duration.
         result.push({ kind: ContextKind.Duration });
         break;
@@ -219,7 +213,7 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
         break;
       }
       // when we are in the situation 'metric_name !', we have the following tree
-      // Expr(VectorSelector(MetricIdentifier(Identifier),⚠))
+      // VectorSelector(Identifier,⚠)
       // We should try to know if the char '!' is part of a binOp.
       // Note: as it is quite experimental, maybe it requires more condition and to check the current tree (parent, other child at the same level ..etc.).
       const operator = state.sliceDoc(node.from, node.to);
@@ -247,13 +241,11 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
         }
         if (errorNodeParent?.type.id === VectorSelector) {
           // it matches 'sum b'. So here we also have to autocomplete the aggregate operation modifier only
-          // if the associated metricIdentifier is matching an aggregation operation.
+          // if the associated identifier is matching an aggregation operation.
           // Note: here is the corresponding tree in order to understand the situation:
-          // Expr(
-          // 	VectorSelector(
-          // 		MetricIdentifier(Identifier),
-          // 		⚠(Identifier)
-          // 	)
+          // VectorSelector(
+          //   Identifier,
+          //   ⚠(Identifier)
           // )
           const operator = getMetricNameInVectorSelector(node, state);
           if (aggregateOpTerms.filter((term) => term.label === operator).length > 0) {
@@ -268,14 +260,13 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
           break;
         }
 
-        if (errorNodeParent && containsChild(errorNodeParent, Expr)) {
+        if (errorNodeParent && containsChild(errorNodeParent, 'Expr')) {
           // this last case can appear with the following expression:
           // 1. http_requests_total{method="GET"} off
           // 2. rate(foo[5m]) un
           // 3. sum(http_requests_total{method="GET"} off)
           // For these different cases we have this kind of tree:
           // Parent (
-          //    Expr(),
           //    ⚠(Identifier)
           // )
           // We don't really care about the parent, here we are more interested if in the siblings of the error node, there is the node 'Expr'
@@ -291,15 +282,15 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
       // 2. sum(http_requests_total{method="GET"} / o) --> BinOpModifier + metric/function/aggregation
       // Examples above give a different tree each time and ends up to be treated in this case.
       // But they all have the following common tree pattern:
-      // Parent( Expr(...),
+      // Parent( ...,
       //         ... ,
-      //         Expr(VectorSelector(MetricIdentifier(Identifier)))
+      //         VectorSelector(Identifier)
       //       )
       //
       // So the first things to do is to get the `Parent` and to determinate if we are in this configuration.
       // Otherwise we would just have to autocomplete the metric / function / aggregation.
 
-      const parent = node.parent?.parent?.parent?.parent;
+      const parent = node.parent?.parent;
       if (!parent) {
         // this case can be possible if the topNode is not anymore PromQL but MetricName.
         // In this particular case, then we just want to autocomplete the metric
@@ -307,7 +298,7 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
         break;
       }
       // now we have to know if we have two Expr in the direct children of the `parent`
-      const containExprTwice = containsChild(parent, Expr, Expr);
+      const containExprTwice = containsChild(parent, 'Expr', 'Expr');
       if (containExprTwice) {
         if (parent.type.id === BinaryExpr && !containsAtLeastOneChild(parent, 0)) {
           // We are likely in the case 1 or 5
@@ -320,11 +311,10 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
           );
           // in  case the BinaryExpr is a comparison, we should autocomplete the `bool` keyword. But only if it is not present.
           // When the `bool` keyword is NOT present, then the expression looks like this:
-          // 			BinaryExpr( Expr(...), Gtr , BinModifiers, Expr(...) )
+          // 			BinaryExpr( ..., Gtr , ... )
           // When the `bool` keyword is present, then the expression looks like this:
-          //      BinaryExpr( Expr(...), Gtr , BinModifiers(Bool), Expr(...) )
-          // To know if it is not present, we just have to check if the Bool is not present as a child of the BinModifiers.
-          if (containsAtLeastOneChild(parent, Eql, Gte, Gtr, Lte, Lss, Neq) && !walkThrough(parent, BinModifiers, Bool)) {
+          //      BinaryExpr( ..., Gtr , BoolModifier(...), ... )
+          if (containsAtLeastOneChild(parent, Eql, Gte, Gtr, Lte, Lss, Neq) && !containsAtLeastOneChild(parent, BoolModifier)) {
             result.push({ kind: ContextKind.Bool });
           }
         }
@@ -334,7 +324,7 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
           { kind: ContextKind.Function },
           { kind: ContextKind.Aggregation }
         );
-        if (parent.type.id !== FunctionCallArgs && parent.type.id !== MatrixSelector) {
+        if (parent.type.id !== FunctionCallBody && parent.type.id !== MatrixSelector) {
           // it's too avoid to autocomplete a number in situation where it shouldn't.
           // Like with `sum by(rat)`
           result.push({ kind: ContextKind.Number });
@@ -365,7 +355,7 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
       result.push({ kind: ContextKind.LabelName, metricName: getMetricNameInVectorSelector(node, state) });
       break;
     case LabelName:
-      if (node.parent?.type.id === GroupingLabel) {
+      if (node.parent?.type.id === GroupingLabels) {
         // In this case we are in the given situation:
         //      sum by (myL)
         // So we have to continue to autocomplete any kind of labelName
@@ -393,7 +383,8 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
         // then find the metricName if it exists
         const metricName = getMetricNameInVectorSelector(node, state);
         // finally get the full matcher available
-        const labelMatchers = buildLabelMatchers(retrieveAllRecursiveNodes(walkBackward(node, LabelMatchList), LabelMatchList, LabelMatcher), state);
+        const matcherNode = walkBackward(node, LabelMatchers);
+        const labelMatchers = buildLabelMatchers(matcherNode ? matcherNode.getChildren(LabelMatcher) : [], state);
         result.push({
           kind: ContextKind.LabelValue,
           metricName: metricName,
@@ -407,10 +398,10 @@ export function analyzeCompletion(state: EditorState, node: SyntaxNode): Context
         // Here we are likely in this situation:
         //     `go[5d:4]`
         // and we have the given tree:
-        // Expr( SubqueryExpr(
-        // 		Expr(VectorSelector(MetricIdentifier(Identifier))),
-        // 		Duration, Duration, ⚠(NumberLiteral)
-        // ))
+        // SubqueryExpr(
+        //   VectorSelector(Identifier),
+        //   Duration, Duration, ⚠(NumberLiteral)
+        // )
         // So we should continue to autocomplete a duration
         result.push({ kind: ContextKind.Duration });
       } else {
diff --git a/web/ui/module/codemirror-promql/src/parser/index.ts b/web/ui/module/codemirror-promql/src/parser/index.ts
index 2779e83c8c1..2de0d625530 100644
--- a/web/ui/module/codemirror-promql/src/parser/index.ts
+++ b/web/ui/module/codemirror-promql/src/parser/index.ts
@@ -13,4 +13,4 @@
 
 export { buildLabelMatchers, labelMatchersToString } from './matcher';
 export { Parser } from './parser';
-export { walkBackward, walkThrough, containsAtLeastOneChild, containsChild, retrieveAllRecursiveNodes } from './path-finder';
+export { walkBackward, containsAtLeastOneChild, containsChild } from './path-finder';
diff --git a/web/ui/module/codemirror-promql/src/parser/parser.ts b/web/ui/module/codemirror-promql/src/parser/parser.ts
index bc9fcd035ac..58e56185c93 100644
--- a/web/ui/module/codemirror-promql/src/parser/parser.ts
+++ b/web/ui/module/codemirror-promql/src/parser/parser.ts
@@ -17,26 +17,21 @@ import {
   AggregateExpr,
   And,
   BinaryExpr,
-  BinModifiers,
-  Bool,
+  BoolModifier,
   Bottomk,
   CountValues,
   Eql,
   EqlSingle,
-  Expr,
   FunctionCall,
-  FunctionCallArgs,
   FunctionCallBody,
   Gte,
   Gtr,
   Identifier,
   LabelMatcher,
   LabelMatchers,
-  LabelMatchList,
   Lss,
   Lte,
   MatrixSelector,
-  MetricIdentifier,
   Neq,
   Or,
   ParenExpr,
@@ -48,7 +43,7 @@ import {
   Unless,
   VectorSelector,
 } from '@prometheus-io/lezer-promql';
-import { containsAtLeastOneChild, retrieveAllRecursiveNodes, walkThrough } from './path-finder';
+import { containsAtLeastOneChild } from './path-finder';
 import { getType } from './type';
 import { buildLabelMatchers } from './matcher';
 import { EditorState } from '@codemirror/state';
@@ -105,8 +100,6 @@ export class Parser {
       return ValueType.none;
     }
     switch (node.type.id) {
-      case Expr:
-        return this.checkAST(node.firstChild);
       case AggregateExpr:
         this.checkAggregationExpr(node);
         break;
@@ -117,28 +110,28 @@ export class Parser {
         this.checkCallFunction(node);
         break;
       case ParenExpr:
-        this.checkAST(walkThrough(node, Expr));
+        this.checkAST(node.getChild('Expr'));
         break;
       case UnaryExpr:
-        const unaryExprType = this.checkAST(walkThrough(node, Expr));
+        const unaryExprType = this.checkAST(node.getChild('Expr'));
         if (unaryExprType !== ValueType.scalar && unaryExprType !== ValueType.vector) {
           this.addDiagnostic(node, `unary expression only allowed on expressions of type scalar or instant vector, got ${unaryExprType}`);
         }
         break;
       case SubqueryExpr:
-        const subQueryExprType = this.checkAST(walkThrough(node, Expr));
+        const subQueryExprType = this.checkAST(node.getChild('Expr'));
         if (subQueryExprType !== ValueType.vector) {
           this.addDiagnostic(node, `subquery is only allowed on instant vector, got ${subQueryExprType} in ${node.name} instead`);
         }
         break;
       case MatrixSelector:
-        this.checkAST(walkThrough(node, Expr));
+        this.checkAST(node.getChild('Expr'));
         break;
       case VectorSelector:
         this.checkVectorSelector(node);
         break;
       case StepInvariantExpr:
-        const exprValue = this.checkAST(walkThrough(node, Expr));
+        const exprValue = this.checkAST(node.getChild('Expr'));
         if (exprValue !== ValueType.vector && exprValue !== ValueType.matrix) {
           this.addDiagnostic(node, `@ modifier must be preceded by an instant selector vector or range vector selector or a subquery`);
         }
@@ -164,27 +157,19 @@ export class Parser {
       this.addDiagnostic(node, 'aggregation operator expected in aggregation expression but got nothing');
       return;
     }
-    const expr = walkThrough(node, FunctionCallBody, FunctionCallArgs, Expr);
-    if (!expr) {
+    const body = node.getChild(FunctionCallBody);
+    const params = body ? body.getChildren('Expr') : [];
+    if (!params.length) {
       this.addDiagnostic(node, 'unable to find the parameter for the expression');
       return;
     }
-    this.expectType(expr, ValueType.vector, 'aggregation expression');
+    this.expectType(params[params.length - 1], ValueType.vector, 'aggregation expression');
     // get the parameter of the aggregation operator
-    const params = walkThrough(node, FunctionCallBody, FunctionCallArgs, FunctionCallArgs, Expr);
     if (aggregateOp.type.id === Topk || aggregateOp.type.id === Bottomk || aggregateOp.type.id === Quantile) {
-      if (!params) {
-        this.addDiagnostic(node, 'no parameter found');
-        return;
-      }
-      this.expectType(params, ValueType.scalar, 'aggregation parameter');
+      this.expectType(params[0], ValueType.scalar, 'aggregation parameter');
     }
     if (aggregateOp.type.id === CountValues) {
-      if (!params) {
-        this.addDiagnostic(node, 'no parameter found');
-        return;
-      }
-      this.expectType(params, ValueType.string, 'aggregation parameter');
+      this.expectType(params[0], ValueType.string, 'aggregation parameter');
     }
   }
 
@@ -200,7 +185,7 @@ export class Parser {
     }
     const lt = this.checkAST(lExpr);
     const rt = this.checkAST(rExpr);
-    const boolModifierUsed = walkThrough(node, BinModifiers, Bool);
+    const boolModifierUsed = node.getChild(BoolModifier);
     const isComparisonOperator = containsAtLeastOneChild(node, Eql, Neq, Lte, Lss, Gte, Gtr);
     const isSetOperator = containsAtLeastOneChild(node, And, Or, Unless);
 
@@ -259,7 +244,8 @@ export class Parser {
       return;
     }
 
-    const args = retrieveAllRecursiveNodes(walkThrough(node, FunctionCallBody), FunctionCallArgs, Expr);
+    const body = node.getChild(FunctionCallBody);
+    const args = body ? body.getChildren('Expr') : [];
     const funcSignature = getFunction(funcID.type.id);
     const nargs = funcSignature.argTypes.length;
 
@@ -295,14 +281,12 @@ export class Parser {
   }
 
   private checkVectorSelector(node: SyntaxNode): void {
-    const labelMatchers = buildLabelMatchers(
-      retrieveAllRecursiveNodes(walkThrough(node, LabelMatchers, LabelMatchList), LabelMatchList, LabelMatcher),
-      this.state
-    );
+    const matchList = node.getChild(LabelMatchers);
+    const labelMatchers = buildLabelMatchers(matchList ? matchList.getChildren(LabelMatcher) : [], this.state);
     let vectorSelectorName = '';
-    // VectorSelector ( MetricIdentifier ( Identifier ) )
+    // VectorSelector ( Identifier )
     // https://github.com/promlabs/lezer-promql/blob/71e2f9fa5ae6f5c5547d5738966cd2512e6b99a8/src/promql.grammar#L200
-    const vectorSelectorNodeName = walkThrough(node, MetricIdentifier, Identifier);
+    const vectorSelectorNodeName = node.getChild(Identifier);
     if (vectorSelectorNodeName) {
       vectorSelectorName = this.state.sliceDoc(vectorSelectorNodeName.from, vectorSelectorNodeName.to);
     }
diff --git a/web/ui/module/codemirror-promql/src/parser/path-finder.ts b/web/ui/module/codemirror-promql/src/parser/path-finder.ts
index e93138b404c..bc49dade584 100644
--- a/web/ui/module/codemirror-promql/src/parser/path-finder.ts
+++ b/web/ui/module/codemirror-promql/src/parser/path-finder.ts
@@ -15,36 +15,12 @@ import { SyntaxNode } from '@lezer/common';
 
 // walkBackward will iterate other the tree from the leaf to the root until it founds the given `exit` node.
 // It returns null if the exit is not found.
-export function walkBackward(node: SyntaxNode, exit: number): SyntaxNode | null {
-  const cursor = node.cursor();
-  let cursorIsMoving = true;
-  while (cursorIsMoving && cursor.type.id !== exit) {
-    cursorIsMoving = cursor.parent();
-  }
-  return cursor.type.id === exit ? cursor.node : null;
-}
-
-// walkThrough is going to follow the path passed in parameter.
-// If it succeeds to reach the last id/name of the path, then it will return the corresponding Subtree.
-// Otherwise if it's not possible to reach the last id/name of the path, it will return `null`
-// Note: the way followed during the iteration of the tree to find the given path, is only from the root to the leaf.
-export function walkThrough(node: SyntaxNode, ...path: (number | string)[]): SyntaxNode | null {
-  const cursor = node.cursor();
-  let i = 0;
-  let cursorIsMoving = true;
-  path.unshift(cursor.type.id);
-  while (i < path.length && cursorIsMoving) {
-    if (cursor.type.id === path[i] || cursor.type.name === path[i]) {
-      i++;
-      if (i < path.length) {
-        cursorIsMoving = cursor.next();
-      }
-    } else {
-      cursorIsMoving = cursor.nextSibling();
+export function walkBackward(node: SyntaxNode | null, exit: number): SyntaxNode | null {
+  for (;;) {
+    if (!node || node.type.id === exit) {
+      return node;
     }
-  }
-  if (i >= path.length) {
-    return cursor.node;
+    node = node.parent;
   }
   return null;
 }
@@ -73,28 +49,10 @@ export function containsChild(node: SyntaxNode, ...child: (number | string)[]):
   let i = 0;
 
   do {
-    if (cursor.type.id === child[i] || cursor.type.name === child[i]) {
+    if (cursor.type.is(child[i])) {
       i++;
     }
   } while (i < child.length && cursor.nextSibling());
 
   return i >= child.length;
 }
-
-export function retrieveAllRecursiveNodes(parentNode: SyntaxNode | null, recursiveNode: number, leaf: number): SyntaxNode[] {
-  const nodes: SyntaxNode[] = [];
-
-  function recursiveRetrieveNode(node: SyntaxNode | null, nodes: SyntaxNode[]) {
-    const subNode = node?.getChild(recursiveNode);
-    const le = node?.lastChild;
-    if (subNode && subNode.type.id === recursiveNode) {
-      recursiveRetrieveNode(subNode, nodes);
-    }
-    if (le && le.type.id === leaf) {
-      nodes.push(le);
-    }
-  }
-
-  recursiveRetrieveNode(parentNode, nodes);
-  return nodes;
-}
diff --git a/web/ui/module/codemirror-promql/src/parser/type.ts b/web/ui/module/codemirror-promql/src/parser/type.ts
index 9bcb74843b9..4a4276da156 100644
--- a/web/ui/module/codemirror-promql/src/parser/type.ts
+++ b/web/ui/module/codemirror-promql/src/parser/type.ts
@@ -15,7 +15,6 @@ import { SyntaxNode } from '@lezer/common';
 import {
   AggregateExpr,
   BinaryExpr,
-  Expr,
   FunctionCall,
   MatrixSelector,
   NumberLiteral,
@@ -27,7 +26,6 @@ import {
   UnaryExpr,
   VectorSelector,
 } from '@prometheus-io/lezer-promql';
-import { walkThrough } from './path-finder';
 import { getFunction, ValueType } from '../types';
 
 // Based on https://github.com/prometheus/prometheus/blob/d668a7efe3107dbdcc67bf4e9f12430ed8e2b396/promql/parser/ast.go#L191
@@ -36,8 +34,6 @@ export function getType(node: SyntaxNode | null): ValueType {
     return ValueType.none;
   }
   switch (node.type.id) {
-    case Expr:
-      return getType(node.firstChild);
     case AggregateExpr:
       return ValueType.vector;
     case VectorSelector:
@@ -53,9 +49,9 @@ export function getType(node: SyntaxNode | null): ValueType {
     case SubqueryExpr:
       return ValueType.matrix;
     case ParenExpr:
-      return getType(walkThrough(node, Expr));
+      return getType(node.getChild('Expr'));
     case UnaryExpr:
-      return getType(walkThrough(node, Expr));
+      return getType(node.getChild('Expr'));
     case BinaryExpr:
       const lt = getType(node.firstChild);
       const rt = getType(node.lastChild);
@@ -70,7 +66,7 @@ export function getType(node: SyntaxNode | null): ValueType {
       }
       return getFunction(funcNode.type.id).returnType;
     case StepInvariantExpr:
-      return getType(walkThrough(node, Expr));
+      return getType(node.getChild('Expr'));
     default:
       return ValueType.none;
   }
diff --git a/web/ui/module/codemirror-promql/src/parser/vector.ts b/web/ui/module/codemirror-promql/src/parser/vector.ts
index c1a59dfb4b4..c47ca1fb76a 100644
--- a/web/ui/module/codemirror-promql/src/parser/vector.ts
+++ b/web/ui/module/codemirror-promql/src/parser/vector.ts
@@ -16,19 +16,17 @@ import { SyntaxNode } from '@lezer/common';
 import {
   And,
   BinaryExpr,
-  BinModifiers,
-  GroupingLabel,
-  GroupingLabelList,
+  MatchingModifierClause,
+  LabelName,
   GroupingLabels,
   GroupLeft,
   GroupRight,
   On,
-  OnOrIgnoring,
   Or,
   Unless,
 } from '@prometheus-io/lezer-promql';
 import { VectorMatchCardinality, VectorMatching } from '../types';
-import { containsAtLeastOneChild, retrieveAllRecursiveNodes } from './path-finder';
+import { containsAtLeastOneChild } from './path-finder';
 
 export function buildVectorMatching(state: EditorState, binaryNode: SyntaxNode): VectorMatching | null {
   if (!binaryNode || binaryNode.type.id !== BinaryExpr) {
@@ -40,28 +38,24 @@ export function buildVectorMatching(state: EditorState, binaryNode: SyntaxNode):
     on: false,
     include: [],
   };
-  const binModifiers = binaryNode.getChild(BinModifiers);
-  if (binModifiers) {
-    const onOrIgnoring = binModifiers.getChild(OnOrIgnoring);
-    if (onOrIgnoring) {
-      result.on = onOrIgnoring.getChild(On) !== null;
-      const labels = retrieveAllRecursiveNodes(onOrIgnoring.getChild(GroupingLabels), GroupingLabelList, GroupingLabel);
-      if (labels.length > 0) {
-        for (const label of labels) {
-          result.matchingLabels.push(state.sliceDoc(label.from, label.to));
-        }
-      }
+  const modifierClause = binaryNode.getChild(MatchingModifierClause);
+  if (modifierClause) {
+    result.on = modifierClause.getChild(On) !== null;
+    const labelNode = modifierClause.getChild(GroupingLabels);
+    const labels = labelNode ? labelNode.getChildren(LabelName) : [];
+    for (const label of labels) {
+      result.matchingLabels.push(state.sliceDoc(label.from, label.to));
     }
 
-    const groupLeft = binModifiers.getChild(GroupLeft);
-    const groupRight = binModifiers.getChild(GroupRight);
-    if (groupLeft || groupRight) {
+    const groupLeft = modifierClause.getChild(GroupLeft);
+    const groupRight = modifierClause.getChild(GroupRight);
+    const group = groupLeft || groupRight;
+    if (group) {
       result.card = groupLeft ? VectorMatchCardinality.CardManyToOne : VectorMatchCardinality.CardOneToMany;
-      const includeLabels = retrieveAllRecursiveNodes(binModifiers.getChild(GroupingLabels), GroupingLabelList, GroupingLabel);
-      if (includeLabels.length > 0) {
-        for (const label of includeLabels) {
-          result.include.push(state.sliceDoc(label.from, label.to));
-        }
+      const labelNode = group.nextSibling;
+      const labels = labelNode?.getChildren(LabelName) || [];
+      for (const label of labels) {
+        result.include.push(state.sliceDoc(label.from, label.to));
       }
     }
   }
diff --git a/web/ui/module/lezer-promql/package.json b/web/ui/module/lezer-promql/package.json
index c9f82756f7b..5df04782ef2 100644
--- a/web/ui/module/lezer-promql/package.json
+++ b/web/ui/module/lezer-promql/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@prometheus-io/lezer-promql",
-  "version": "0.37.0",
+  "version": "0.39.0",
   "description": "lezer-based PromQL grammar",
   "main": "index.cjs",
   "type": "module",
@@ -30,12 +30,12 @@
     "test": "NODE_OPTIONS=--experimental-vm-modules jest"
   },
   "devDependencies": {
-    "@lezer/generator": "^1.0.0",
-    "@lezer/lr": "^1.0.0",
-    "@lezer/highlight": "^1.0.0"
+    "@lezer/generator": "^1.1.1",
+    "@lezer/lr": "^1.2.3",
+    "@lezer/highlight": "^1.1.0"
   },
   "peerDependencies": {
-    "@lezer/lr": "^1.0.0",
-    "@lezer/highlight": "^1.0.0"
+    "@lezer/lr": "^1.2.3",
+    "@lezer/highlight": "^1.1.0"
   }
 }
diff --git a/web/ui/module/lezer-promql/src/highlight.js b/web/ui/module/lezer-promql/src/highlight.js
index 91d88483f31..809f710bebe 100644
--- a/web/ui/module/lezer-promql/src/highlight.js
+++ b/web/ui/module/lezer-promql/src/highlight.js
@@ -19,6 +19,7 @@ export const promQLHighLight = styleTags({
     StringLiteral: tags.string,
     NumberLiteral: tags.number,
     Duration: tags.number,
+    Identifier: tags.variableName,
     'Abs Absent AbsentOverTime Acos Acosh Asin Asinh Atan Atanh AvgOverTime Ceil Changes Clamp ClampMax ClampMin Cos Cosh CountOverTime DaysInMonth DayOfMonth DayOfWeek DayOfYear Deg Delta Deriv Exp Floor HistogramCount HistogramFraction HistogramQuantile HistogramSum HoltWinters Hour Idelta Increase Irate LabelReplace LabelJoin LastOverTime Ln Log10 Log2 MaxOverTime MinOverTime Minute Month Pi PredictLinear PresentOverTime QuantileOverTime Rad Rate Resets Round Scalar Sgn Sin Sinh Sort SortDesc Sqrt StddevOverTime StdvarOverTime SumOverTime Tan Tanh Time Timestamp Vector Year':
         tags.function(tags.variableName),
     'Avg Bottomk Count Count_values Group Max Min Quantile Stddev Stdvar Sum Topk': tags.operatorKeyword,
diff --git a/web/ui/module/lezer-promql/src/promql.grammar b/web/ui/module/lezer-promql/src/promql.grammar
index 8c049ecd163..3973f019ab8 100644
--- a/web/ui/module/lezer-promql/src/promql.grammar
+++ b/web/ui/module/lezer-promql/src/promql.grammar
@@ -11,10 +11,11 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-@top PromQL { Expr }
-@top MetricName { MetricIdentifier }
+@top PromQL { expr }
+@top MetricName { Identifier }
 
 @precedence {
+  group,
   pow @right,
   mul @left
   add @left,
@@ -23,7 +24,7 @@
   or @left
 }
 
-Expr {
+expr[@isGroup=Expr] {
   AggregateExpr |
   BinaryExpr |
   FunctionCall |
@@ -65,53 +66,38 @@ AggregateModifier {
 }
 
 BinaryExpr {
-  Expr !pow Pow    BinModifiers Expr |
-  Expr !mul Mul    BinModifiers Expr |
-  Expr !mul Div    BinModifiers Expr |
-  Expr !mul Mod    BinModifiers Expr |
-  Expr !mul Atan2  BinModifiers Expr |
-  Expr !add Add    BinModifiers Expr |
-  Expr !add Sub    BinModifiers Expr |
-  Expr !eql Eql    BinModifiers Expr |
-  Expr !eql Gte    BinModifiers Expr |
-  Expr !eql Gtr    BinModifiers Expr |
-  Expr !eql Lte    BinModifiers Expr |
-  Expr !eql Lss    BinModifiers Expr |
-  Expr !eql Neq    BinModifiers Expr |
-  Expr !and And    BinModifiers Expr |
-  Expr !and Unless BinModifiers Expr |
-  Expr !or  Or     BinModifiers Expr
+  expr !pow Pow    binModifiers expr |
+  expr !mul Mul    binModifiers expr |
+  expr !mul Div    binModifiers expr |
+  expr !mul Mod    binModifiers expr |
+  expr !mul Atan2  binModifiers expr |
+  expr !add Add    binModifiers expr |
+  expr !add Sub    binModifiers expr |
+  expr !eql Eql    binModifiers expr |
+  expr !eql Gte    binModifiers expr |
+  expr !eql Gtr    binModifiers expr |
+  expr !eql Lte    binModifiers expr |
+  expr !eql Lss    binModifiers expr |
+  expr !eql Neq    binModifiers expr |
+  expr !and And    binModifiers expr |
+  expr !and Unless binModifiers expr |
+  expr !or  Or     binModifiers expr
 }
 
-OnOrIgnoring {
-  Ignoring GroupingLabels |
-  On GroupingLabels
+MatchingModifierClause {
+  (Ignoring | On) GroupingLabels
+  ((GroupLeft | GroupRight) (!group GroupingLabels)?)?
 }
 
-BinModifiers {
-  Bool?
-  (
-    OnOrIgnoring
-    (
-      (GroupLeft | GroupRight)
-      (!mul GroupingLabels)? // TODO: Is the "!mul" here correct? Inserted it to resolve a shift/reduce conflict because we always want to count opening parenthesis after this to be counted toward this modifier, not toward a next sub-expression.
-    )?
-  )?
-}
-
-GroupingLabels {
-  "(" GroupingLabelList ")" |
-  "(" GroupingLabelList "," ")" |
-  "(" ")"
-}
+BoolModifier { Bool }
 
-GroupingLabelList {
-  GroupingLabelList "," GroupingLabel |
-  GroupingLabel
+binModifiers {
+  BoolModifier?
+  MatchingModifierClause?
 }
 
-GroupingLabel {
-  LabelName
+GroupingLabels {
+  "(" (LabelName ("," LabelName)* ","?)? ")"
 }
 
 FunctionCall {
@@ -192,34 +178,28 @@ FunctionIdentifier {
 }
 
 FunctionCallBody {
-  "(" FunctionCallArgs ")" |
-  "(" ")"
-}
-
-FunctionCallArgs {
-  FunctionCallArgs "," Expr |
-  Expr
+  "(" (expr ("," expr)*)? ")"
 }
 
 ParenExpr {
-  "(" Expr ")"
+  "(" expr ")"
 }
 
 OffsetExpr {
-  Expr Offset Sub? Duration
+  expr Offset Sub? Duration
 }
 
 MatrixSelector {
-  // TODO: Can this not be more specific than "Expr"?
-  Expr "[" Duration "]"
+  // TODO: Can this not be more specific than "expr"?
+  expr "[" Duration "]"
 }
 
 SubqueryExpr {
-  Expr "[" Duration ":" ("" | Duration) "]"
+  expr "[" Duration ":" ("" | Duration) "]"
 }
 
 UnaryExpr {
-  !mul UnaryOp~signed Expr
+  !mul UnaryOp~signed expr
 }
 
 UnaryOp {
@@ -228,20 +208,13 @@ UnaryOp {
 }
 
 VectorSelector {
-  MetricIdentifier LabelMatchers |
-  MetricIdentifier |
+  Identifier LabelMatchers |
+  Identifier |
   LabelMatchers
 }
 
 LabelMatchers {
-  "{" LabelMatchList "}" |
-  "{" LabelMatchList "," "}" |
-  "{" "}"
-}
-
-LabelMatchList {
-  LabelMatchList "," LabelMatcher |
-  LabelMatcher
+  "{" (LabelMatcher ("," LabelMatcher)* ","?)? "}"
 }
 
 MatchOp {
@@ -255,12 +228,8 @@ LabelMatcher {
   LabelName MatchOp StringLiteral
 }
 
-MetricIdentifier {
-  Identifier
-}
-
 StepInvariantExpr {
-  Expr At ( NumberLiteral | AtModifierPreprocessors "(" ")" )
+  expr At ( NumberLiteral | AtModifierPreprocessors "(" ")" )
 }
 
 AtModifierPreprocessors {
diff --git a/web/ui/package-lock.json b/web/ui/package-lock.json
index 0d12356a957..d58ca378d44 100644
--- a/web/ui/package-lock.json
+++ b/web/ui/package-lock.json
@@ -10,17 +10,17 @@
         "module/*"
       ],
       "devDependencies": {
-        "@types/jest": "^27.4.1",
-        "@types/node": "^17.0.23",
+        "@types/jest": "^27.5.2",
+        "@types/node": "^17.0.45",
         "eslint-config-prettier": "^8.5.0",
-        "eslint-config-react-app": "^7.0.0",
-        "eslint-plugin-prettier": "^4.0.0",
-        "jest-canvas-mock": "^2.3.1",
+        "eslint-config-react-app": "^7.0.1",
+        "eslint-plugin-prettier": "^4.2.1",
+        "jest-canvas-mock": "^2.4.0",
         "jest-fetch-mock": "^3.0.3",
-        "prettier": "^2.6.1",
-        "react-scripts": "^5.0.0",
-        "ts-jest": "^27.1.4",
-        "typescript": "^4.6.3"
+        "prettier": "^2.7.1",
+        "react-scripts": "^5.0.1",
+        "ts-jest": "^27.1.5",
+        "typescript": "^4.8.3"
       },
       "engines": {
         "npm": ">=7.0.0"
@@ -28,49 +28,49 @@
     },
     "module/codemirror-promql": {
       "name": "@prometheus-io/codemirror-promql",
-      "version": "0.37.0",
+      "version": "0.39.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@prometheus-io/lezer-promql": "^0.37.0",
+        "@prometheus-io/lezer-promql": "^0.39.0",
         "lru-cache": "^6.0.0"
       },
       "devDependencies": {
-        "@codemirror/autocomplete": "^6.0.0",
-        "@codemirror/language": "^6.0.0",
+        "@codemirror/autocomplete": "^6.2.0",
+        "@codemirror/language": "^6.2.1",
         "@codemirror/lint": "^6.0.0",
-        "@codemirror/state": "^6.0.0",
-        "@codemirror/view": "^6.0.0",
-        "@lezer/common": "^1.0.0",
-        "@lezer/highlight": "^1.0.0",
-        "@lezer/lr": "^1.0.0",
+        "@codemirror/state": "^6.1.1",
+        "@codemirror/view": "^6.2.4",
+        "@lezer/common": "^1.0.1",
+        "@lezer/highlight": "^1.1.0",
+        "@lezer/lr": "^1.2.3",
         "@types/lru-cache": "^5.1.1",
         "isomorphic-fetch": "^3.0.0",
-        "nock": "^13.2.4"
+        "nock": "^13.2.9"
       },
       "engines": {
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-      "integrity": "sha512-GnJbx1kcKXDtoJBVZs/P7ddP0Yt52NNy4nocjBpYPiRhMqTpJCNrSL+fGHZ/i/oP6p/vhE8II0sA6AZGKGnssw==",
+      "version": "6.5.4",
+      "resolved": "https://registry.npmjs.org/workbox-window/-/workbox-window-6.5.4.tgz",
+      "integrity": "sha512-HnLZJDwYBE+hpG25AQBO8RUWBJRaCsI9ksQJEp3aCOFCaG5kqaToAYXFRAHxzRluM2cQbGzdQF5rjKPWPA1fug==",
       "dev": true,
       "requires": {
         "@types/trusted-types": "^2.0.2",
-        "workbox-core": "6.5.3"
+        "workbox-core": "6.5.4"
       }
     },
     "wrap-ansi": {
@@ -30530,9 +30663,9 @@
       }
     },
     "ws": {
-      "version": "7.5.8",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.8.tgz",
-      "integrity": "sha512-ri1Id1WinAX5Jqn9HejiGb8crfRio0Qgu8+MtL36rlTA6RLsMdWt1Az/19A2Qij6uSHUMphEFaTKa4WG+UNHNw==",
+      "version": "7.5.9",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.9.tgz",
+      "integrity": "sha512-F+P9Jil7UiSKSkppIiD94dN07AwvFixvLIj1Og1Rl9GGMuNipJnV9JzjD6XuqmAeiswGvUmNLjr5cFuXwNS77Q==",
       "dev": true,
       "requires": {}
     },
diff --git a/web/ui/package.json b/web/ui/package.json
index d5437a0f99f..51e28e5689a 100644
--- a/web/ui/package.json
+++ b/web/ui/package.json
@@ -16,16 +16,16 @@
     "npm": ">=7.0.0"
   },
   "devDependencies": {
-    "@types/jest": "^27.4.1",
-    "@types/node": "^17.0.23",
+    "@types/jest": "^27.5.2",
+    "@types/node": "^17.0.45",
     "eslint-config-prettier": "^8.5.0",
-    "eslint-config-react-app": "^7.0.0",
-    "eslint-plugin-prettier": "^4.0.0",
-    "jest-canvas-mock": "^2.3.1",
+    "eslint-config-react-app": "^7.0.1",
+    "eslint-plugin-prettier": "^4.2.1",
+    "jest-canvas-mock": "^2.4.0",
     "jest-fetch-mock": "^3.0.3",
-    "react-scripts": "^5.0.0",
-    "prettier": "^2.6.1",
-    "ts-jest": "^27.1.4",
-    "typescript": "^4.6.3"
+    "react-scripts": "^5.0.1",
+    "prettier": "^2.7.1",
+    "ts-jest": "^27.1.5",
+    "typescript": "^4.8.3"
   }
 }
diff --git a/web/ui/react-app/package.json b/web/ui/react-app/package.json
index 25a9d1b0f72..8e80ca253f6 100644
--- a/web/ui/react-app/package.json
+++ b/web/ui/react-app/package.json
@@ -1,46 +1,46 @@
 {
   "name": "@prometheus-io/app",
-  "version": "0.37.0",
+  "version": "0.39.0",
   "private": true,
   "dependencies": {
-    "@codemirror/autocomplete": "^6.0.0",
-    "@codemirror/commands": "^6.0.0",
-    "@codemirror/language": "^6.0.0",
+    "@codemirror/autocomplete": "^6.2.0",
+    "@codemirror/commands": "^6.1.0",
+    "@codemirror/language": "^6.2.1",
     "@codemirror/lint": "^6.0.0",
-    "@codemirror/search": "^6.0.0",
-    "@codemirror/state": "^6.0.0",
-    "@codemirror/view": "^6.0.0",
-    "@forevolve/bootstrap-dark": "^1.0.0",
+    "@codemirror/search": "^6.2.0",
+    "@codemirror/state": "^6.1.1",
+    "@codemirror/view": "^6.2.4",
+    "@forevolve/bootstrap-dark": "^1.1.0",
     "@fortawesome/fontawesome-svg-core": "6.1.1",
     "@fortawesome/free-solid-svg-icons": "6.1.1",
     "@fortawesome/react-fontawesome": "0.1.17",
-    "@lezer/lr": "^1.0.0",
-    "@lezer/highlight": "^1.0.0",
-    "@lezer/common": "^1.0.0",
-    "@nexucis/fuzzy": "^0.4.0",
-    "@nexucis/kvsearch": "^0.7.0",
-    "@prometheus-io/codemirror-promql": "^0.37.0",
-    "bootstrap": "^4.6.1",
+    "@lezer/lr": "^1.2.3",
+    "@lezer/highlight": "^1.1.0",
+    "@lezer/common": "^1.0.1",
+    "@nexucis/fuzzy": "^0.4.1",
+    "@nexucis/kvsearch": "^0.8.1",
+    "@prometheus-io/codemirror-promql": "^0.39.0",
+    "bootstrap": "^4.6.2",
     "css.escape": "^1.5.1",
-    "downshift": "^6.1.7",
+    "downshift": "^6.1.11",
     "http-proxy-middleware": "^2.0.6",
-    "jquery": "^3.5.1",
+    "jquery": "^3.6.1",
     "jquery.flot.tooltip": "^0.9.0",
-    "moment": "^2.29.2",
-    "moment-timezone": "^0.5.34",
+    "moment": "^2.29.4",
+    "moment-timezone": "^0.5.37",
     "popper.js": "^1.14.3",
     "react": "^17.0.2",
-    "react-copy-to-clipboard": "^5.0.4",
+    "react-copy-to-clipboard": "^5.1.0",
     "react-dom": "^17.0.2",
     "react-infinite-scroll-component": "^6.1.0",
-    "react-resize-detector": "^6.7.6",
-    "react-router-dom": "^5.2.1",
+    "react-resize-detector": "^6.7.8",
+    "react-router-dom": "^5.3.3",
     "react-test-renderer": "^17.0.2",
-    "reactstrap": "^8.9.0",
-    "sanitize-html": "^2.6.0",
-    "sass": "1.49.11",
-    "tempusdominus-bootstrap-4": "^5.1.2",
-    "tempusdominus-core": "^5.0.3"
+    "reactstrap": "^8.10.1",
+    "sanitize-html": "^2.7.2",
+    "sass": "1.54.9",
+    "tempusdominus-bootstrap-4": "^5.39.2",
+    "tempusdominus-core": "^5.19.3"
   },
   "scripts": {
     "start": "react-scripts start",
@@ -65,22 +65,22 @@
     "not op_mini all"
   ],
   "devDependencies": {
-    "@testing-library/react-hooks": "^7.0.1",
-    "@types/enzyme": "^3.10.10",
+    "@testing-library/react-hooks": "^7.0.2",
+    "@types/enzyme": "^3.10.12",
     "@types/flot": "0.0.32",
-    "@types/jquery": "^3.5.9",
-    "@types/react": "^17.0.39",
-    "@types/react-copy-to-clipboard": "^5.0.2",
-    "@types/react-dom": "^17.0.11",
+    "@types/jquery": "^3.5.14",
+    "@types/react": "^17.0.50",
+    "@types/react-copy-to-clipboard": "^5.0.4",
+    "@types/react-dom": "^17.0.17",
     "@types/react-resize-detector": "^6.1.0",
-    "@types/react-router-dom": "^5.3.2",
-    "@types/sanitize-html": "^2.6.1",
-    "@types/sinon": "^10.0.6",
-    "@wojtekmaj/enzyme-adapter-react-17": "^0.6.6",
+    "@types/react-router-dom": "^5.3.3",
+    "@types/sanitize-html": "^2.6.2",
+    "@types/sinon": "^10.0.13",
+    "@wojtekmaj/enzyme-adapter-react-17": "^0.6.7",
     "enzyme": "^3.11.0",
     "enzyme-to-json": "^3.6.2",
     "mutationobserver-shim": "^0.3.7",
-    "sinon": "^13.0.1"
+    "sinon": "^13.0.2"
   },
   "jest": {
     "snapshotSerializers": [
diff --git a/web/ui/react-app/src/App.tsx b/web/ui/react-app/src/App.tsx
index 7ba77d8f05f..dcf5f98f17a 100755
--- a/web/ui/react-app/src/App.tsx
+++ b/web/ui/react-app/src/App.tsx
@@ -1,25 +1,25 @@
-import React, { FC } from 'react';
-import Navigation from './Navbar';
+import { FC } from 'react';
 import { Container } from 'reactstrap';
+import Navigation from './Navbar';
 
-import { BrowserRouter as Router, Redirect, Switch, Route } from 'react-router-dom';
+import { BrowserRouter as Router, Redirect, Route, Switch } from 'react-router-dom';
+import { PathPrefixContext } from './contexts/PathPrefixContext';
+import { ThemeContext, themeName, themeSetting } from './contexts/ThemeContext';
+import { useLocalStorage } from './hooks/useLocalStorage';
+import useMedia from './hooks/useMedia';
 import {
   AgentPage,
   AlertsPage,
   ConfigPage,
   FlagsPage,
+  PanelListPage,
   RulesPage,
   ServiceDiscoveryPage,
   StatusPage,
   TargetsPage,
   TSDBStatusPage,
-  PanelListPage,
 } from './pages';
-import { PathPrefixContext } from './contexts/PathPrefixContext';
-import { ThemeContext, themeName, themeSetting } from './contexts/ThemeContext';
 import { Theme, themeLocalStorageKey } from './Theme';
-import { useLocalStorage } from './hooks/useLocalStorage';
-import useMedia from './hooks/useMedia';
 
 interface AppProps {
   consolesLink: string | null;
diff --git a/web/ui/react-app/src/contexts/ToastContext.tsx b/web/ui/react-app/src/contexts/ToastContext.tsx
new file mode 100644
index 00000000000..b1750dbc7ad
--- /dev/null
+++ b/web/ui/react-app/src/contexts/ToastContext.tsx
@@ -0,0 +1,11 @@
+import React from 'react';
+
+const ToastContext = React.createContext((msg: string) => {
+  return;
+});
+
+function useToastContext() {
+  return React.useContext(ToastContext);
+}
+
+export { useToastContext, ToastContext };
diff --git a/web/ui/react-app/src/pages/graph/PanelList.tsx b/web/ui/react-app/src/pages/graph/PanelList.tsx
index e7fb7ceb075..bc5118d2385 100644
--- a/web/ui/react-app/src/pages/graph/PanelList.tsx
+++ b/web/ui/react-app/src/pages/graph/PanelList.tsx
@@ -1,13 +1,14 @@
-import React, { FC, useState, useEffect } from 'react';
-import { Alert, Button } from 'reactstrap';
+import { FC, useEffect, useState } from 'react';
+import { Alert, Button, Toast, ToastBody } from 'reactstrap';
 
-import Panel, { PanelOptions, PanelDefaultOptions } from './Panel';
 import Checkbox from '../../components/Checkbox';
-import { generateID, decodePanelOptionsFromQueryString, encodePanelOptionsToQueryString, callAll } from '../../utils';
+import { API_PATH } from '../../constants/constants';
+import { ToastContext } from '../../contexts/ToastContext';
+import { usePathPrefix } from '../../contexts/PathPrefixContext';
 import { useFetch } from '../../hooks/useFetch';
 import { useLocalStorage } from '../../hooks/useLocalStorage';
-import { usePathPrefix } from '../../contexts/PathPrefixContext';
-import { API_PATH } from '../../constants/constants';
+import { callAll, decodePanelOptionsFromQueryString, encodePanelOptionsToQueryString, generateID } from '../../utils';
+import Panel, { PanelDefaultOptions, PanelOptions } from './Panel';
 
 export type PanelMeta = { key: string; options: PanelOptions; id: string };
 
@@ -125,6 +126,7 @@ const PanelList: FC = () => {
   const [enableAutocomplete, setEnableAutocomplete] = useLocalStorage('enable-metric-autocomplete', true);
   const [enableHighlighting, setEnableHighlighting] = useLocalStorage('enable-syntax-highlighting', true);
   const [enableLinter, setEnableLinter] = useLocalStorage('enable-linter', true);
+  const [clipboardMsg, setClipboardMsg] = useState<string | null>(null);
 
   const pathPrefix = usePathPrefix();
   const { response: metricsRes, error: metricsErr } = useFetch<string[]>(`${pathPrefix}/${API_PATH}/label/__name__/values`);
@@ -134,6 +136,13 @@ const PanelList: FC = () => {
     `${pathPrefix}/${API_PATH}/query?query=time()`
   );
 
+  const onClipboardMsg = (msg: string) => {
+    setClipboardMsg(msg);
+    setTimeout(() => {
+      setClipboardMsg(null);
+    }, 1500);
+  };
+
   useEffect(() => {
     if (timeRes.data) {
       const serverTime = timeRes.data.result[0];
@@ -149,73 +158,81 @@ const PanelList: FC = () => {
 
   return (
     <>
-      <div className="clearfix">
-        <div className="float-left">
-          <Checkbox
-            wrapperStyles={{ display: 'inline-block' }}
-            id="use-local-time-checkbox"
-            onChange={({ target }) => setUseLocalTime(target.checked)}
-            defaultChecked={useLocalTime}
+      <ToastContext.Provider value={onClipboardMsg}>
+        <div className="clearfix">
+          <Toast
+            isOpen={clipboardMsg != null}
+            style={{ position: 'fixed', zIndex: 1000, left: '50%', transform: 'translateX(-50%)' }}
           >
-            Use local time
-          </Checkbox>
+            <ToastBody>Label matcher copied to clipboard</ToastBody>
+          </Toast>
+          <div className="float-left">
+            <Checkbox
+              wrapperStyles={{ display: 'inline-block' }}
+              id="use-local-time-checkbox"
+              onChange={({ target }) => setUseLocalTime(target.checked)}
+              defaultChecked={useLocalTime}
+            >
+              Use local time
+            </Checkbox>
+            <Checkbox
+              wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
+              id="query-history-checkbox"
+              onChange={({ target }) => setEnableQueryHistory(target.checked)}
+              defaultChecked={enableQueryHistory}
+            >
+              Enable query history
+            </Checkbox>
+            <Checkbox
+              wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
+              id="autocomplete-checkbox"
+              onChange={({ target }) => setEnableAutocomplete(target.checked)}
+              defaultChecked={enableAutocomplete}
+            >
+              Enable autocomplete
+            </Checkbox>
+          </div>
           <Checkbox
             wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
-            id="query-history-checkbox"
-            onChange={({ target }) => setEnableQueryHistory(target.checked)}
-            defaultChecked={enableQueryHistory}
+            id="highlighting-checkbox"
+            onChange={({ target }) => setEnableHighlighting(target.checked)}
+            defaultChecked={enableHighlighting}
           >
-            Enable query history
+            Enable highlighting
           </Checkbox>
           <Checkbox
             wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
-            id="autocomplete-checkbox"
-            onChange={({ target }) => setEnableAutocomplete(target.checked)}
-            defaultChecked={enableAutocomplete}
+            id="linter-checkbox"
+            onChange={({ target }) => setEnableLinter(target.checked)}
+            defaultChecked={enableLinter}
           >
-            Enable autocomplete
+            Enable linter
           </Checkbox>
         </div>
-        <Checkbox
-          wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
-          id="highlighting-checkbox"
-          onChange={({ target }) => setEnableHighlighting(target.checked)}
-          defaultChecked={enableHighlighting}
-        >
-          Enable highlighting
-        </Checkbox>
-        <Checkbox
-          wrapperStyles={{ marginLeft: 20, display: 'inline-block' }}
-          id="linter-checkbox"
-          onChange={({ target }) => setEnableLinter(target.checked)}
-          defaultChecked={enableLinter}
-        >
-          Enable linter
-        </Checkbox>
-      </div>
-      {(delta > 30 || timeErr) && (
-        <Alert color="danger">
-          <strong>Warning: </strong>
-          {timeErr && `Unexpected response status when fetching server time: ${timeErr.message}`}
-          {delta >= 30 &&
-            `Error fetching server time: Detected ${delta} seconds time difference between your browser and the server. Prometheus relies on accurate time and time drift might cause unexpected query results.`}
-        </Alert>
-      )}
-      {metricsErr && (
-        <Alert color="danger">
-          <strong>Warning: </strong>
-          Error fetching metrics list: Unexpected response status when fetching metric names: {metricsErr.message}
-        </Alert>
-      )}
-      <PanelListContent
-        panels={decodePanelOptionsFromQueryString(window.location.search)}
-        useLocalTime={useLocalTime}
-        metrics={metricsRes.data}
-        queryHistoryEnabled={enableQueryHistory}
-        enableAutocomplete={enableAutocomplete}
-        enableHighlighting={enableHighlighting}
-        enableLinter={enableLinter}
-      />
+        {(delta > 30 || timeErr) && (
+          <Alert color="danger">
+            <strong>Warning: </strong>
+            {timeErr && `Unexpected response status when fetching server time: ${timeErr.message}`}
+            {delta >= 30 &&
+              `Error fetching server time: Detected ${delta} seconds time difference between your browser and the server. Prometheus relies on accurate time and time drift might cause unexpected query results.`}
+          </Alert>
+        )}
+        {metricsErr && (
+          <Alert color="danger">
+            <strong>Warning: </strong>
+            Error fetching metrics list: Unexpected response status when fetching metric names: {metricsErr.message}
+          </Alert>
+        )}
+        <PanelListContent
+          panels={decodePanelOptionsFromQueryString(window.location.search)}
+          useLocalTime={useLocalTime}
+          metrics={metricsRes.data}
+          queryHistoryEnabled={enableQueryHistory}
+          enableAutocomplete={enableAutocomplete}
+          enableHighlighting={enableHighlighting}
+          enableLinter={enableLinter}
+        />
+      </ToastContext.Provider>
     </>
   );
 };
diff --git a/web/ui/react-app/src/pages/graph/SeriesName.tsx b/web/ui/react-app/src/pages/graph/SeriesName.tsx
index d76a780bac4..59abfa59dcd 100644
--- a/web/ui/react-app/src/pages/graph/SeriesName.tsx
+++ b/web/ui/react-app/src/pages/graph/SeriesName.tsx
@@ -1,4 +1,5 @@
-import React, { FC } from 'react';
+import React, { FC, useContext } from 'react';
+import { useToastContext } from '../../contexts/ToastContext';
 import { metricToSeriesName } from '../../utils';
 
 interface SeriesNameProps {
@@ -7,6 +8,20 @@ interface SeriesNameProps {
 }
 
 const SeriesName: FC<SeriesNameProps> = ({ labels, format }) => {
+  const setClipboardMsg = useToastContext();
+
+  const toClipboard = (e: React.MouseEvent<HTMLSpanElement>) => {
+    const copyText = e.currentTarget.innerText || '';
+    navigator.clipboard
+      .writeText(copyText.trim())
+      .then(() => {
+        setClipboardMsg(copyText);
+      })
+      .catch((reason) => {
+        console.error(`unable to copy text: ${reason}`);
+      });
+  };
+
   const renderFormatted = (): React.ReactElement => {
     const labelNodes: React.ReactElement[] = [];
     let first = true;
@@ -18,7 +33,9 @@ const SeriesName: FC<SeriesNameProps> = ({ labels, format }) => {
       labelNodes.push(
         <span key={label}>
           {!first && ', '}
-          <span className="legend-label-name">{label}</span>=<span className="legend-label-value">"{labels[label]}"</span>
+          <span className="legend-label-container" onClick={toClipboard} title="Click to copy label matcher">
+            <span className="legend-label-name">{label}</span>=<span className="legend-label-value">"{labels[label]}"</span>
+          </span>
         </span>
       );
 
diff --git a/web/ui/react-app/src/themes/_shared.scss b/web/ui/react-app/src/themes/_shared.scss
index a03bf1cbd3f..20658a8afdd 100644
--- a/web/ui/react-app/src/themes/_shared.scss
+++ b/web/ui/react-app/src/themes/_shared.scss
@@ -275,6 +275,14 @@ input[type='checkbox']:checked + label {
   margin-right: 1px;
 }
 
+.legend-label-container:hover {
+  background-color: #add6ff;
+  border-radius: 3px;
+  padding-bottom: 1px;
+  color: #495057;
+  cursor: pointer;
+}
+
 .legend-label-name {
   font-weight: bold;
 }
diff --git a/web/ui/react-app/src/utils/index.ts b/web/ui/react-app/src/utils/index.ts
index 5e05c25e166..d51c1e77c34 100644
--- a/web/ui/react-app/src/utils/index.ts
+++ b/web/ui/react-app/src/utils/index.ts
@@ -250,15 +250,15 @@ export const setQuerySearchFilter = (search: string) => {
 export const getQuerySearchFilter = (): string => {
   const locationSearch = window.location.search;
   const params = new URLSearchParams(locationSearch);
-  const search = params.get('search') || '';
-  return search;
+  return params.get('search') || '';
 };
 
 export const createExpressionLink = (expr: string): string => {
   return `../graph?g0.expr=${encodeURIComponent(expr)}&g0.tab=1&g0.stacked=0&g0.show_exemplars=0.g0.range_input=1h.`;
 };
 
-export const mapObjEntries = <T, key extends keyof T, Z>(
+// eslint-disable-next-line @typescript-eslint/no-explicit-any,
+export const mapObjEntries = <T extends { [s: string]: any }, key extends keyof T, Z>(
   o: T,
   cb: ([k, v]: [string, T[key]], i: number, arr: [string, T[key]][]) => Z
 ): Z[] => Object.entries(o).map(cb);
diff --git a/web/web.go b/web/web.go
index 43cfc96e7ab..2a913a60dcc 100644
--- a/web/web.go
+++ b/web/web.go
@@ -38,7 +38,7 @@ import (
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
 	"github.com/grafana/regexp"
-	conntrack "github.com/mwitkow/go-conntrack"
+	"github.com/mwitkow/go-conntrack"
 	"github.com/pkg/errors"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
@@ -471,10 +471,16 @@ func New(logger log.Logger, o *Options) *Handler {
 		w.WriteHeader(http.StatusOK)
 		fmt.Fprintf(w, o.AppName+" is Healthy.\n")
 	})
+	router.Head("/-/healthy", func(w http.ResponseWriter, _ *http.Request) {
+		w.WriteHeader(http.StatusOK)
+	})
 	router.Get("/-/ready", readyf(func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusOK)
 		fmt.Fprintf(w, o.AppName+" is Ready.\n")
 	}))
+	router.Head("/-/ready", readyf(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusOK)
+	}))
 
 	return h
 }


Test patch:
diff --git a/cmd/prometheus/main_test.go b/cmd/prometheus/main_test.go
index 2e1795c0b79..7dec5b9a59c 100644
--- a/cmd/prometheus/main_test.go
+++ b/cmd/prometheus/main_test.go
@@ -147,8 +147,8 @@ func TestSendAlerts(t *testing.T) {
 		{
 			in: []*rules.Alert{
 				{
-					Labels:      []labels.Label{{Name: "l1", Value: "v1"}},
-					Annotations: []labels.Label{{Name: "a2", Value: "v2"}},
+					Labels:      labels.FromStrings("l1", "v1"),
+					Annotations: labels.FromStrings("a2", "v2"),
 					ActiveAt:    time.Unix(1, 0),
 					FiredAt:     time.Unix(2, 0),
 					ValidUntil:  time.Unix(3, 0),
@@ -156,8 +156,8 @@ func TestSendAlerts(t *testing.T) {
 			},
 			exp: []*notifier.Alert{
 				{
-					Labels:       []labels.Label{{Name: "l1", Value: "v1"}},
-					Annotations:  []labels.Label{{Name: "a2", Value: "v2"}},
+					Labels:       labels.FromStrings("l1", "v1"),
+					Annotations:  labels.FromStrings("a2", "v2"),
 					StartsAt:     time.Unix(2, 0),
 					EndsAt:       time.Unix(3, 0),
 					GeneratorURL: "http://localhost:9090/graph?g0.expr=up&g0.tab=1",
@@ -167,8 +167,8 @@ func TestSendAlerts(t *testing.T) {
 		{
 			in: []*rules.Alert{
 				{
-					Labels:      []labels.Label{{Name: "l1", Value: "v1"}},
-					Annotations: []labels.Label{{Name: "a2", Value: "v2"}},
+					Labels:      labels.FromStrings("l1", "v1"),
+					Annotations: labels.FromStrings("a2", "v2"),
 					ActiveAt:    time.Unix(1, 0),
 					FiredAt:     time.Unix(2, 0),
 					ResolvedAt:  time.Unix(4, 0),
@@ -176,8 +176,8 @@ func TestSendAlerts(t *testing.T) {
 			},
 			exp: []*notifier.Alert{
 				{
-					Labels:       []labels.Label{{Name: "l1", Value: "v1"}},
-					Annotations:  []labels.Label{{Name: "a2", Value: "v2"}},
+					Labels:       labels.FromStrings("l1", "v1"),
+					Annotations:  labels.FromStrings("a2", "v2"),
 					StartsAt:     time.Unix(2, 0),
 					EndsAt:       time.Unix(4, 0),
 					GeneratorURL: "http://localhost:9090/graph?g0.expr=up&g0.tab=1",
diff --git a/cmd/promtool/rules_test.go b/cmd/promtool/rules_test.go
index f9a94b977eb..0e60a20fb65 100644
--- a/cmd/promtool/rules_test.go
+++ b/cmd/promtool/rules_test.go
@@ -118,7 +118,6 @@ func TestBackfillRuleIntegration(t *testing.T) {
 				}
 
 				opts := tsdb.DefaultOptions()
-				opts.AllowOverlappingBlocks = true
 				db, err := tsdb.Open(tmpDir, nil, nil, opts, nil)
 				require.NoError(t, err)
 
@@ -135,10 +134,7 @@ func TestBackfillRuleIntegration(t *testing.T) {
 					series := selectedSeries.At()
 					if len(series.Labels()) != 3 {
 						require.Equal(t, 2, len(series.Labels()))
-						x := labels.Labels{
-							labels.Label{Name: "__name__", Value: "grp2_rule1"},
-							labels.Label{Name: "name1", Value: "val1"},
-						}
+						x := labels.FromStrings("__name__", "grp2_rule1", "name1", "val1")
 						require.Equal(t, x, series.Labels())
 					} else {
 						require.Equal(t, 3, len(series.Labels()))
@@ -249,7 +245,6 @@ func TestBackfillLabels(t *testing.T) {
 	}
 
 	opts := tsdb.DefaultOptions()
-	opts.AllowOverlappingBlocks = true
 	db, err := tsdb.Open(tmpDir, nil, nil, opts, nil)
 	require.NoError(t, err)
 
@@ -260,10 +255,7 @@ func TestBackfillLabels(t *testing.T) {
 		selectedSeries := q.Select(false, nil, labels.MustNewMatcher(labels.MatchRegexp, "", ".*"))
 		for selectedSeries.Next() {
 			series := selectedSeries.At()
-			expectedLabels := labels.Labels{
-				labels.Label{Name: "__name__", Value: "rulename"},
-				labels.Label{Name: "name1", Value: "value-from-rule"},
-			}
+			expectedLabels := labels.FromStrings("__name__", "rulename", "name1", "value-from-rule")
 			require.Equal(t, expectedLabels, series.Labels())
 		}
 		require.NoError(t, selectedSeries.Err())
diff --git a/cmd/promtool/sd_test.go b/cmd/promtool/sd_test.go
index 51fe59dac76..82bc9947f7e 100644
--- a/cmd/promtool/sd_test.go
+++ b/cmd/promtool/sd_test.go
@@ -51,20 +51,20 @@ func TestSDCheckResult(t *testing.T) {
 
 	expectedSDCheckResult := []sdCheckResult{
 		{
-			DiscoveredLabels: labels.Labels{
-				labels.Label{Name: "__address__", Value: "localhost:8080"},
-				labels.Label{Name: "__scrape_interval__", Value: "1m"},
-				labels.Label{Name: "__scrape_timeout__", Value: "10s"},
-				labels.Label{Name: "foo", Value: "bar"},
-			},
-			Labels: labels.Labels{
-				labels.Label{Name: "__address__", Value: "localhost:8080"},
-				labels.Label{Name: "__scrape_interval__", Value: "1m"},
-				labels.Label{Name: "__scrape_timeout__", Value: "10s"},
-				labels.Label{Name: "foo", Value: "bar"},
-				labels.Label{Name: "instance", Value: "localhost:8080"},
-				labels.Label{Name: "newfoo", Value: "bar"},
-			},
+			DiscoveredLabels: labels.FromStrings(
+				"__address__", "localhost:8080",
+				"__scrape_interval__", "1m",
+				"__scrape_timeout__", "10s",
+				"foo", "bar",
+			),
+			Labels: labels.FromStrings(
+				"__address__", "localhost:8080",
+				"__scrape_interval__", "1m",
+				"__scrape_timeout__", "10s",
+				"foo", "bar",
+				"instance", "localhost:8080",
+				"newfoo", "bar",
+			),
 			Error: nil,
 		},
 	}
diff --git a/cmd/promtool/unittest.go b/cmd/promtool/unittest.go
index cd528bafe9b..f6b16a6bbe5 100644
--- a/cmd/promtool/unittest.go
+++ b/cmd/promtool/unittest.go
@@ -27,7 +27,7 @@ import (
 
 	"github.com/go-kit/log"
 	"github.com/prometheus/common/model"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/promql"
diff --git a/config/config_test.go b/config/config_test.go
index 54b4e2b111a..9cab2f9e05d 100644
--- a/config/config_test.go
+++ b/config/config_test.go
@@ -74,10 +74,7 @@ var expectedConf = &Config{
 		EvaluationInterval: model.Duration(30 * time.Second),
 		QueryLogFile:       "",
 
-		ExternalLabels: labels.Labels{
-			{Name: "foo", Value: "bar"},
-			{Name: "monitor", Value: "codelab"},
-		},
+		ExternalLabels: labels.FromStrings("foo", "bar", "monitor", "codelab"),
 	},
 
 	RuleFiles: []string{
@@ -1098,6 +1095,12 @@ var expectedConf = &Config{
 			},
 		},
 	},
+	StorageConfig: StorageConfig{
+		TSDBConfig: &TSDBConfig{
+			OutOfOrderTimeWindow:     30 * time.Minute.Milliseconds(),
+			OutOfOrderTimeWindowFlag: model.Duration(30 * time.Minute),
+		},
+	},
 	TracingConfig: TracingConfig{
 		Endpoint:    "localhost:4317",
 		ClientType:  TracingClientGRPC,
@@ -1655,28 +1658,16 @@ func TestExpandExternalLabels(t *testing.T) {
 
 	c, err := LoadFile("testdata/external_labels.good.yml", false, false, log.NewNopLogger())
 	require.NoError(t, err)
-	require.Equal(t, labels.Label{Name: "bar", Value: "foo"}, c.GlobalConfig.ExternalLabels[0])
-	require.Equal(t, labels.Label{Name: "baz", Value: "foo${TEST}bar"}, c.GlobalConfig.ExternalLabels[1])
-	require.Equal(t, labels.Label{Name: "foo", Value: "${TEST}"}, c.GlobalConfig.ExternalLabels[2])
-	require.Equal(t, labels.Label{Name: "qux", Value: "foo$${TEST}"}, c.GlobalConfig.ExternalLabels[3])
-	require.Equal(t, labels.Label{Name: "xyz", Value: "foo$$bar"}, c.GlobalConfig.ExternalLabels[4])
+	require.Equal(t, labels.FromStrings("bar", "foo", "baz", "foo${TEST}bar", "foo", "${TEST}", "qux", "foo$${TEST}", "xyz", "foo$$bar"), c.GlobalConfig.ExternalLabels)
 
 	c, err = LoadFile("testdata/external_labels.good.yml", false, true, log.NewNopLogger())
 	require.NoError(t, err)
-	require.Equal(t, labels.Label{Name: "bar", Value: "foo"}, c.GlobalConfig.ExternalLabels[0])
-	require.Equal(t, labels.Label{Name: "baz", Value: "foobar"}, c.GlobalConfig.ExternalLabels[1])
-	require.Equal(t, labels.Label{Name: "foo", Value: ""}, c.GlobalConfig.ExternalLabels[2])
-	require.Equal(t, labels.Label{Name: "qux", Value: "foo${TEST}"}, c.GlobalConfig.ExternalLabels[3])
-	require.Equal(t, labels.Label{Name: "xyz", Value: "foo$bar"}, c.GlobalConfig.ExternalLabels[4])
+	require.Equal(t, labels.FromStrings("bar", "foo", "baz", "foobar", "foo", "", "qux", "foo${TEST}", "xyz", "foo$bar"), c.GlobalConfig.ExternalLabels)
 
 	os.Setenv("TEST", "TestValue")
 	c, err = LoadFile("testdata/external_labels.good.yml", false, true, log.NewNopLogger())
 	require.NoError(t, err)
-	require.Equal(t, labels.Label{Name: "bar", Value: "foo"}, c.GlobalConfig.ExternalLabels[0])
-	require.Equal(t, labels.Label{Name: "baz", Value: "fooTestValuebar"}, c.GlobalConfig.ExternalLabels[1])
-	require.Equal(t, labels.Label{Name: "foo", Value: "TestValue"}, c.GlobalConfig.ExternalLabels[2])
-	require.Equal(t, labels.Label{Name: "qux", Value: "foo${TEST}"}, c.GlobalConfig.ExternalLabels[3])
-	require.Equal(t, labels.Label{Name: "xyz", Value: "foo$bar"}, c.GlobalConfig.ExternalLabels[4])
+	require.Equal(t, labels.FromStrings("bar", "foo", "baz", "fooTestValuebar", "foo", "TestValue", "qux", "foo${TEST}", "xyz", "foo$bar"), c.GlobalConfig.ExternalLabels)
 }
 
 func TestEmptyGlobalBlock(t *testing.T) {
diff --git a/config/testdata/conf.good.yml b/config/testdata/conf.good.yml
index a894907c5f8..c19b7c1e6d3 100644
--- a/config/testdata/conf.good.yml
+++ b/config/testdata/conf.good.yml
@@ -391,6 +391,10 @@ alerting:
             - "1.2.3.5:9093"
             - "1.2.3.6:9093"
 
+storage:
+  tsdb:
+    out_of_order_time_window: 30m
+
 tracing:
   endpoint: "localhost:4317"
   client_type: "grpc"
diff --git a/discovery/file/file_test.go b/discovery/file/file_test.go
index e3b59b47436..76e1cebed9f 100644
--- a/discovery/file/file_test.go
+++ b/discovery/file/file_test.go
@@ -308,6 +308,7 @@ func TestInitialUpdate(t *testing.T) {
 		"fixtures/valid.yml",
 		"fixtures/valid.json",
 	} {
+		tc := tc
 		t.Run(tc, func(t *testing.T) {
 			t.Parallel()
 
diff --git a/discovery/kubernetes/service_test.go b/discovery/kubernetes/service_test.go
index 4aeddfad752..dde3aaea57d 100644
--- a/discovery/kubernetes/service_test.go
+++ b/discovery/kubernetes/service_test.go
@@ -96,6 +96,27 @@ func makeExternalService() *v1.Service {
 	}
 }
 
+func makeLoadBalancerService() *v1.Service {
+	return &v1.Service{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      "testservice-loadbalancer",
+			Namespace: "default",
+		},
+		Spec: v1.ServiceSpec{
+			Ports: []v1.ServicePort{
+				{
+					Name:     "testport",
+					Protocol: v1.ProtocolTCP,
+					Port:     int32(31900),
+				},
+			},
+			Type:           v1.ServiceTypeLoadBalancer,
+			LoadBalancerIP: "127.0.0.1",
+			ClusterIP:      "10.0.0.1",
+		},
+	}
+}
+
 func TestServiceDiscoveryAdd(t *testing.T) {
 	n, c := makeDiscovery(RoleService, NamespaceDiscovery{})
 
@@ -106,8 +127,10 @@ func TestServiceDiscoveryAdd(t *testing.T) {
 			c.CoreV1().Services(obj.Namespace).Create(context.Background(), obj, metav1.CreateOptions{})
 			obj = makeExternalService()
 			c.CoreV1().Services(obj.Namespace).Create(context.Background(), obj, metav1.CreateOptions{})
+			obj = makeLoadBalancerService()
+			c.CoreV1().Services(obj.Namespace).Create(context.Background(), obj, metav1.CreateOptions{})
 		},
-		expectedMaxItems: 2,
+		expectedMaxItems: 3,
 		expectedRes: map[string]*targetgroup.Group{
 			"svc/default/testservice": {
 				Targets: []model.LabelSet{
@@ -143,6 +166,24 @@ func TestServiceDiscoveryAdd(t *testing.T) {
 				},
 				Source: "svc/default/testservice-external",
 			},
+			"svc/default/testservice-loadbalancer": {
+				Targets: []model.LabelSet{
+					{
+						"__meta_kubernetes_service_port_protocol": "TCP",
+						"__address__":                               "testservice-loadbalancer.default.svc:31900",
+						"__meta_kubernetes_service_type":            "LoadBalancer",
+						"__meta_kubernetes_service_port_name":       "testport",
+						"__meta_kubernetes_service_port_number":     "31900",
+						"__meta_kubernetes_service_cluster_ip":      "10.0.0.1",
+						"__meta_kubernetes_service_loadbalancer_ip": "127.0.0.1",
+					},
+				},
+				Labels: model.LabelSet{
+					"__meta_kubernetes_service_name": "testservice-loadbalancer",
+					"__meta_kubernetes_namespace":    "default",
+				},
+				Source: "svc/default/testservice-loadbalancer",
+			},
 		},
 	}.Run(t)
 }
diff --git a/discovery/puppetdb/puppetdb_test.go b/discovery/puppetdb/puppetdb_test.go
index 4913035ca14..5514787d46c 100644
--- a/discovery/puppetdb/puppetdb_test.go
+++ b/discovery/puppetdb/puppetdb_test.go
@@ -91,6 +91,7 @@ func TestPuppetDBRefresh(t *testing.T) {
 			Targets: []model.LabelSet{
 				{
 					model.AddressLabel:                             model.LabelValue("edinburgh.example.com:80"),
+					model.LabelName("__meta_puppetdb_query"):       model.LabelValue("vhosts"),
 					model.LabelName("__meta_puppetdb_certname"):    model.LabelValue("edinburgh.example.com"),
 					model.LabelName("__meta_puppetdb_environment"): model.LabelValue("prod"),
 					model.LabelName("__meta_puppetdb_exported"):    model.LabelValue("false"),
@@ -131,6 +132,7 @@ func TestPuppetDBRefreshWithParameters(t *testing.T) {
 			Targets: []model.LabelSet{
 				{
 					model.AddressLabel:                                           model.LabelValue("edinburgh.example.com:80"),
+					model.LabelName("__meta_puppetdb_query"):                     model.LabelValue("vhosts"),
 					model.LabelName("__meta_puppetdb_certname"):                  model.LabelValue("edinburgh.example.com"),
 					model.LabelName("__meta_puppetdb_environment"):               model.LabelValue("prod"),
 					model.LabelName("__meta_puppetdb_exported"):                  model.LabelValue("false"),
diff --git a/discovery/targetgroup/targetgroup_test.go b/discovery/targetgroup/targetgroup_test.go
index 7045e442682..1e79859c6ef 100644
--- a/discovery/targetgroup/targetgroup_test.go
+++ b/discovery/targetgroup/targetgroup_test.go
@@ -29,12 +29,12 @@ func TestTargetGroupStrictJSONUnmarshal(t *testing.T) {
 		expectedGroup Group
 	}{
 		{
-			json: `	{"labels": {},"targets": []}`,
+			json:          `{"labels": {},"targets": []}`,
 			expectedReply: nil,
 			expectedGroup: Group{Targets: []model.LabelSet{}, Labels: model.LabelSet{}},
 		},
 		{
-			json: `	{"labels": {"my":"label"},"targets": ["localhost:9090","localhost:9091"]}`,
+			json:          `{"labels": {"my":"label"},"targets": ["localhost:9090","localhost:9091"]}`,
 			expectedReply: nil,
 			expectedGroup: Group{Targets: []model.LabelSet{
 				{"__address__": "localhost:9090"},
@@ -42,11 +42,11 @@ func TestTargetGroupStrictJSONUnmarshal(t *testing.T) {
 			}, Labels: model.LabelSet{"my": "label"}},
 		},
 		{
-			json: `	{"label": {},"targets": []}`,
+			json:          `{"label": {},"targets": []}`,
 			expectedReply: errors.New("json: unknown field \"label\""),
 		},
 		{
-			json: `	{"labels": {},"target": []}`,
+			json:          `{"labels": {},"target": []}`,
 			expectedReply: errors.New("json: unknown field \"target\""),
 		},
 	}
diff --git a/model/labels/labels_test.go b/model/labels/labels_test.go
index 21b35efce9d..57ccf1fefae 100644
--- a/model/labels/labels_test.go
+++ b/model/labels/labels_test.go
@@ -20,7 +20,7 @@ import (
 	"testing"
 
 	"github.com/stretchr/testify/require"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 )
 
 func TestLabels_String(t *testing.T) {
@@ -29,16 +29,7 @@ func TestLabels_String(t *testing.T) {
 		expected string
 	}{
 		{
-			lables: Labels{
-				{
-					Name:  "t1",
-					Value: "t1",
-				},
-				{
-					Name:  "t2",
-					Value: "t2",
-				},
-			},
+			lables:   FromStrings("t1", "t1", "t2", "t2"),
 			expected: "{t1=\"t1\", t2=\"t2\"}",
 		},
 		{
@@ -57,32 +48,13 @@ func TestLabels_String(t *testing.T) {
 }
 
 func TestLabels_MatchLabels(t *testing.T) {
-	labels := Labels{
-		{
-			Name:  "__name__",
-			Value: "ALERTS",
-		},
-		{
-			Name:  "alertname",
-			Value: "HTTPRequestRateLow",
-		},
-		{
-			Name:  "alertstate",
-			Value: "pending",
-		},
-		{
-			Name:  "instance",
-			Value: "0",
-		},
-		{
-			Name:  "job",
-			Value: "app-server",
-		},
-		{
-			Name:  "severity",
-			Value: "critical",
-		},
-	}
+	labels := FromStrings(
+		"__name__", "ALERTS",
+		"alertname", "HTTPRequestRateLow",
+		"alertstate", "pending",
+		"instance", "0",
+		"job", "app-server",
+		"severity", "critical")
 
 	tests := []struct {
 		providedNames []string
@@ -98,24 +70,11 @@ func TestLabels_MatchLabels(t *testing.T) {
 				"instance",
 			},
 			on: true,
-			expected: Labels{
-				{
-					Name:  "__name__",
-					Value: "ALERTS",
-				},
-				{
-					Name:  "alertname",
-					Value: "HTTPRequestRateLow",
-				},
-				{
-					Name:  "alertstate",
-					Value: "pending",
-				},
-				{
-					Name:  "instance",
-					Value: "0",
-				},
-			},
+			expected: FromStrings(
+				"__name__", "ALERTS",
+				"alertname", "HTTPRequestRateLow",
+				"alertstate", "pending",
+				"instance", "0"),
 		},
 		// on = false, explicitly excluding metric name from matching.
 		{
@@ -126,16 +85,9 @@ func TestLabels_MatchLabels(t *testing.T) {
 				"instance",
 			},
 			on: false,
-			expected: Labels{
-				{
-					Name:  "job",
-					Value: "app-server",
-				},
-				{
-					Name:  "severity",
-					Value: "critical",
-				},
-			},
+			expected: FromStrings(
+				"job", "app-server",
+				"severity", "critical"),
 		},
 		// on = true, explicitly excluding metric name from matching.
 		{
@@ -145,20 +97,10 @@ func TestLabels_MatchLabels(t *testing.T) {
 				"instance",
 			},
 			on: true,
-			expected: Labels{
-				{
-					Name:  "alertname",
-					Value: "HTTPRequestRateLow",
-				},
-				{
-					Name:  "alertstate",
-					Value: "pending",
-				},
-				{
-					Name:  "instance",
-					Value: "0",
-				},
-			},
+			expected: FromStrings(
+				"alertname", "HTTPRequestRateLow",
+				"alertstate", "pending",
+				"instance", "0"),
 		},
 		// on = false, implicitly excluding metric name from matching.
 		{
@@ -168,16 +110,9 @@ func TestLabels_MatchLabels(t *testing.T) {
 				"instance",
 			},
 			on: false,
-			expected: Labels{
-				{
-					Name:  "job",
-					Value: "app-server",
-				},
-				{
-					Name:  "severity",
-					Value: "critical",
-				},
-			},
+			expected: FromStrings(
+				"job", "app-server",
+				"severity", "critical"),
 		},
 	}
 
@@ -197,10 +132,7 @@ func TestLabels_HasDuplicateLabelNames(t *testing.T) {
 			Input:     FromMap(map[string]string{"__name__": "up", "hostname": "localhost"}),
 			Duplicate: false,
 		}, {
-			Input: append(
-				FromMap(map[string]string{"__name__": "up", "hostname": "localhost"}),
-				FromMap(map[string]string{"hostname": "127.0.0.1"})...,
-			),
+			Input:     FromStrings("__name__", "up", "hostname", "localhost", "hostname", "127.0.0.1"),
 			Duplicate: true,
 			LabelName: "hostname",
 		},
@@ -219,73 +151,63 @@ func TestLabels_WithoutEmpty(t *testing.T) {
 		expected Labels
 	}{
 		{
-			input: Labels{
-				{Name: "foo"},
-				{Name: "bar"},
-			},
-			expected: Labels{},
-		},
-		{
-			input: Labels{
-				{Name: "foo"},
-				{Name: "bar"},
-				{Name: "baz"},
-			},
-			expected: Labels{},
-		},
-		{
-			input: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "job", Value: "check"},
-			},
-			expected: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "job", Value: "check"},
-			},
-		},
-		{
-			input: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "bar"},
-				{Name: "job", Value: "check"},
-			},
-			expected: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "job", Value: "check"},
-			},
-		},
-		{
-			input: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "foo"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "bar"},
-				{Name: "job", Value: "check"},
-			},
-			expected: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "job", Value: "check"},
-			},
-		},
-		{
-			input: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "foo"},
-				{Name: "baz"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "bar"},
-				{Name: "job", Value: "check"},
-			},
-			expected: Labels{
-				{Name: "__name__", Value: "test"},
-				{Name: "hostname", Value: "localhost"},
-				{Name: "job", Value: "check"},
-			},
+			input: FromStrings(
+				"foo", "",
+				"bar", ""),
+			expected: EmptyLabels(),
+		},
+		{
+			input: FromStrings(
+				"foo", "",
+				"bar", "",
+				"baz", ""),
+			expected: EmptyLabels(),
+		},
+		{
+			input: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"job", "check"),
+			expected: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"job", "check"),
+		},
+		{
+			input: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"bar", "",
+				"job", "check"),
+			expected: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"job", "check"),
+		},
+		{
+			input: FromStrings(
+				"__name__", "test",
+				"foo", "",
+				"hostname", "localhost",
+				"bar", "",
+				"job", "check"),
+			expected: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"job", "check"),
+		},
+		{
+			input: FromStrings(
+				"__name__", "test",
+				"foo", "",
+				"baz", "",
+				"hostname", "localhost",
+				"bar", "",
+				"job", "check"),
+			expected: FromStrings(
+				"__name__", "test",
+				"hostname", "localhost",
+				"job", "check"),
 		},
 	} {
 		t.Run("", func(t *testing.T) {
@@ -295,75 +217,37 @@ func TestLabels_WithoutEmpty(t *testing.T) {
 }
 
 func TestLabels_Equal(t *testing.T) {
-	labels := Labels{
-		{
-			Name:  "aaa",
-			Value: "111",
-		},
-		{
-			Name:  "bbb",
-			Value: "222",
-		},
-	}
+	labels := FromStrings(
+		"aaa", "111",
+		"bbb", "222")
 
 	tests := []struct {
 		compared Labels
 		expected bool
 	}{
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "222",
-				},
-				{
-					Name:  "ccc",
-					Value: "333",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "222",
+				"ccc", "333"),
 			expected: false,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bar",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bar", "222"),
 			expected: false,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "233",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "233"),
 			expected: false,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "222"),
 			expected: true,
 		},
 	}
@@ -393,114 +277,55 @@ func TestLabels_FromStrings(t *testing.T) {
 }
 
 func TestLabels_Compare(t *testing.T) {
-	labels := Labels{
-		{
-			Name:  "aaa",
-			Value: "111",
-		},
-		{
-			Name:  "bbb",
-			Value: "222",
-		},
-	}
+	labels := FromStrings(
+		"aaa", "111",
+		"bbb", "222")
 
 	tests := []struct {
 		compared Labels
 		expected int
 	}{
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "110",
-				},
-				{
-					Name:  "bbb",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "110",
+				"bbb", "222"),
 			expected: 1,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "233",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "233"),
 			expected: -1,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bar",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bar", "222"),
 			expected: 1,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbc",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbc", "222"),
 			expected: -1,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111"),
 			expected: 1,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "222",
-				},
-				{
-					Name:  "ccc",
-					Value: "333",
-				},
-				{
-					Name:  "ddd",
-					Value: "444",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "222",
+				"ccc", "333",
+				"ddd", "444"),
 			expected: -2,
 		},
 		{
-			compared: Labels{
-				{
-					Name:  "aaa",
-					Value: "111",
-				},
-				{
-					Name:  "bbb",
-					Value: "222",
-				},
-			},
+			compared: FromStrings(
+				"aaa", "111",
+				"bbb", "222"),
 			expected: 0,
 		},
 	}
@@ -536,16 +361,9 @@ func TestLabels_Has(t *testing.T) {
 		},
 	}
 
-	labelsSet := Labels{
-		{
-			Name:  "aaa",
-			Value: "111",
-		},
-		{
-			Name:  "bbb",
-			Value: "222",
-		},
-	}
+	labelsSet := FromStrings(
+		"aaa", "111",
+		"bbb", "222")
 
 	for i, test := range tests {
 		got := labelsSet.Has(test.input)
@@ -554,8 +372,8 @@ func TestLabels_Has(t *testing.T) {
 }
 
 func TestLabels_Get(t *testing.T) {
-	require.Equal(t, "", Labels{{"aaa", "111"}, {"bbb", "222"}}.Get("foo"))
-	require.Equal(t, "111", Labels{{"aaa", "111"}, {"bbb", "222"}}.Get("aaa"))
+	require.Equal(t, "", FromStrings("aaa", "111", "bbb", "222").Get("foo"))
+	require.Equal(t, "111", FromStrings("aaa", "111", "bbb", "222").Get("aaa"))
 }
 
 // BenchmarkLabels_Get was written to check whether a binary search can improve the performance vs the linear search implementation
@@ -605,18 +423,18 @@ func BenchmarkLabels_Equals(b *testing.B) {
 	}{
 		{
 			"equal",
-			Labels{{"a_label_name", "a_label_value"}, {"another_label_name", "another_label_value"}},
-			Labels{{"a_label_name", "a_label_value"}, {"another_label_name", "another_label_value"}},
+			FromStrings("a_label_name", "a_label_value", "another_label_name", "another_label_value"),
+			FromStrings("a_label_name", "a_label_value", "another_label_name", "another_label_value"),
 		},
 		{
 			"not equal",
-			Labels{{"a_label_name", "a_label_value"}, {"another_label_name", "another_label_value"}},
-			Labels{{"a_label_name", "a_label_value"}, {"another_label_name", "a_different_label_value"}},
+			FromStrings("a_label_name", "a_label_value", "another_label_name", "another_label_value"),
+			FromStrings("a_label_name", "a_label_value", "another_label_name", "a_different_label_value"),
 		},
 		{
 			"different sizes",
-			Labels{{"a_label_name", "a_label_value"}, {"another_label_name", "another_label_value"}},
-			Labels{{"a_label_name", "a_label_value"}},
+			FromStrings("a_label_name", "a_label_value", "another_label_name", "another_label_value"),
+			FromStrings("a_label_name", "a_label_value"),
 		},
 	} {
 		b.Run(scenario.desc, func(b *testing.B) {
@@ -629,22 +447,22 @@ func BenchmarkLabels_Equals(b *testing.B) {
 }
 
 func TestLabels_Copy(t *testing.T) {
-	require.Equal(t, Labels{{"aaa", "111"}, {"bbb", "222"}}, Labels{{"aaa", "111"}, {"bbb", "222"}}.Copy())
+	require.Equal(t, FromStrings("aaa", "111", "bbb", "222"), FromStrings("aaa", "111", "bbb", "222").Copy())
 }
 
 func TestLabels_Map(t *testing.T) {
-	require.Equal(t, map[string]string{"aaa": "111", "bbb": "222"}, Labels{{"aaa", "111"}, {"bbb", "222"}}.Map())
+	require.Equal(t, map[string]string{"aaa": "111", "bbb": "222"}, FromStrings("aaa", "111", "bbb", "222").Map())
 }
 
 func TestLabels_BytesWithLabels(t *testing.T) {
-	require.Equal(t, Labels{{"aaa", "111"}, {"bbb", "222"}}.Bytes(nil), Labels{{"aaa", "111"}, {"bbb", "222"}, {"ccc", "333"}}.BytesWithLabels(nil, "aaa", "bbb"))
-	require.Equal(t, Labels{}.Bytes(nil), Labels{{"aaa", "111"}, {"bbb", "222"}, {"ccc", "333"}}.BytesWithLabels(nil))
+	require.Equal(t, FromStrings("aaa", "111", "bbb", "222").Bytes(nil), FromStrings("aaa", "111", "bbb", "222", "ccc", "333").BytesWithLabels(nil, "aaa", "bbb"))
+	require.Equal(t, FromStrings().Bytes(nil), FromStrings("aaa", "111", "bbb", "222", "ccc", "333").BytesWithLabels(nil))
 }
 
 func TestLabels_BytesWithoutLabels(t *testing.T) {
-	require.Equal(t, Labels{{"aaa", "111"}}.Bytes(nil), Labels{{"aaa", "111"}, {"bbb", "222"}, {"ccc", "333"}}.BytesWithoutLabels(nil, "bbb", "ccc"))
-	require.Equal(t, Labels{{MetricName, "333"}, {"aaa", "111"}}.Bytes(nil), Labels{{MetricName, "333"}, {"aaa", "111"}, {"bbb", "222"}}.BytesWithoutLabels(nil, "bbb"))
-	require.Equal(t, Labels{{"aaa", "111"}}.Bytes(nil), Labels{{MetricName, "333"}, {"aaa", "111"}, {"bbb", "222"}}.BytesWithoutLabels(nil, MetricName, "bbb"))
+	require.Equal(t, FromStrings("aaa", "111").Bytes(nil), FromStrings("aaa", "111", "bbb", "222", "ccc", "333").BytesWithoutLabels(nil, "bbb", "ccc"))
+	require.Equal(t, FromStrings(MetricName, "333", "aaa", "111").Bytes(nil), FromStrings(MetricName, "333", "aaa", "111", "bbb", "222").BytesWithoutLabels(nil, "bbb"))
+	require.Equal(t, FromStrings("aaa", "111").Bytes(nil), FromStrings(MetricName, "333", "aaa", "111", "bbb", "222").BytesWithoutLabels(nil, MetricName, "bbb"))
 }
 
 func TestBuilder(t *testing.T) {
@@ -722,17 +540,15 @@ func TestBuilder(t *testing.T) {
 				b.Keep(tcase.keep...)
 			}
 			b.Del(tcase.del...)
-			require.Equal(t, tcase.want, b.Labels())
+			require.Equal(t, tcase.want, b.Labels(tcase.base))
 		})
 	}
 }
 
 func TestLabels_Hash(t *testing.T) {
-	lbls := Labels{
-		{Name: "foo", Value: "bar"},
-		{Name: "baz", Value: "qux"},
-	}
+	lbls := FromStrings("foo", "bar", "baz", "qux")
 	require.Equal(t, lbls.Hash(), lbls.Hash())
+	require.NotEqual(t, lbls.Hash(), Labels{lbls[1], lbls[0]}.Hash(), "unordered labels match.")
 	require.NotEqual(t, lbls.Hash(), Labels{lbls[0]}.Hash(), "different labels match.")
 }
 
@@ -746,23 +562,23 @@ func BenchmarkLabels_Hash(b *testing.B) {
 		{
 			name: "typical labels under 1KB",
 			lbls: func() Labels {
-				lbls := make(Labels, 10)
-				for i := 0; i < len(lbls); i++ {
+				b := NewBuilder(EmptyLabels())
+				for i := 0; i < 10; i++ {
 					// Label ~20B name, 50B value.
-					lbls[i] = Label{Name: fmt.Sprintf("abcdefghijabcdefghijabcdefghij%d", i), Value: fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i)}
+					b.Set(fmt.Sprintf("abcdefghijabcdefghijabcdefghij%d", i), fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i))
 				}
-				return lbls
+				return b.Labels(nil)
 			}(),
 		},
 		{
 			name: "bigger labels over 1KB",
 			lbls: func() Labels {
-				lbls := make(Labels, 10)
-				for i := 0; i < len(lbls); i++ {
+				b := NewBuilder(EmptyLabels())
+				for i := 0; i < 10; i++ {
 					// Label ~50B name, 50B value.
-					lbls[i] = Label{Name: fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i), Value: fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i)}
+					b.Set(fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i), fmt.Sprintf("abcdefghijabcdefghijabcdefghijabcdefghijabcdefghij%d", i))
 				}
-				return lbls
+				return b.Labels(nil)
 			}(),
 		},
 		{
@@ -774,7 +590,7 @@ func BenchmarkLabels_Hash(b *testing.B) {
 				for i := 0; i < lbl.Cap()/len(word); i++ {
 					_, _ = lbl.WriteString(word)
 				}
-				return Labels{{Name: "__name__", Value: lbl.String()}}
+				return FromStrings("__name__", lbl.String())
 			}(),
 		},
 	} {
diff --git a/model/relabel/relabel_test.go b/model/relabel/relabel_test.go
index 5e9bd1438e2..c437e5c1c13 100644
--- a/model/relabel/relabel_test.go
+++ b/model/relabel/relabel_test.go
@@ -18,6 +18,7 @@ import (
 
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/model/labels"
 )
@@ -500,3 +501,160 @@ func TestTargetLabelValidity(t *testing.T) {
 			"Expected %q to be %v", test.str, test.valid)
 	}
 }
+
+func BenchmarkRelabel(b *testing.B) {
+	tests := []struct {
+		name   string
+		lbls   labels.Labels
+		config string
+		cfgs   []*Config
+	}{
+		{
+			name: "example", // From prometheus/config/testdata/conf.good.yml.
+			config: `
+            - source_labels: [job, __meta_dns_name]
+              regex: "(.*)some-[regex]"
+              target_label: job
+              replacement: foo-${1}
+              # action defaults to 'replace'
+            - source_labels: [abc]
+              target_label: cde
+            - replacement: static
+              target_label: abc
+            - regex:
+              replacement: static
+              target_label: abc`,
+			lbls: labels.FromStrings("__meta_dns_name", "example-some-x.com", "abc", "def", "job", "foo"),
+		},
+		{
+			name: "kubernetes",
+			config: `
+        - source_labels:
+            - __meta_kubernetes_pod_container_port_name
+          regex: .*-metrics
+          action: keep
+        - source_labels:
+            - __meta_kubernetes_pod_label_name
+          action: drop
+          regex: ""
+        - source_labels:
+            - __meta_kubernetes_pod_phase
+          regex: Succeeded|Failed
+          action: drop
+        - source_labels:
+            - __meta_kubernetes_pod_annotation_prometheus_io_scrape
+          regex: "false"
+          action: drop
+        - source_labels:
+            - __meta_kubernetes_pod_annotation_prometheus_io_scheme
+          target_label: __scheme__
+          regex: (https?)
+          replacement: $1
+          action: replace
+        - source_labels:
+            - __meta_kubernetes_pod_annotation_prometheus_io_path
+          target_label: __metrics_path__
+          regex: (.+)
+          replacement: $1
+          action: replace
+        - source_labels:
+            - __address__
+            - __meta_kubernetes_pod_annotation_prometheus_io_port
+          target_label: __address__
+          regex: (.+?)(\:\d+)?;(\d+)
+          replacement: $1:$3
+          action: replace
+        - regex: __meta_kubernetes_pod_annotation_prometheus_io_param_(.+)
+          replacement: __param_$1
+          action: labelmap
+        - regex: __meta_kubernetes_pod_label_prometheus_io_label_(.+)
+          action: labelmap
+        - regex: __meta_kubernetes_pod_annotation_prometheus_io_label_(.+)
+          action: labelmap
+        - source_labels:
+            - __meta_kubernetes_namespace
+            - __meta_kubernetes_pod_label_name
+          separator: /
+          target_label: job
+          replacement: $1
+          action: replace
+        - source_labels:
+          - __meta_kubernetes_namespace
+          target_label: namespace
+          action: replace
+        - source_labels:
+            - __meta_kubernetes_pod_name
+          target_label: pod
+          action: replace
+        - source_labels:
+            - __meta_kubernetes_pod_container_name
+          target_label: container
+          action: replace
+        - source_labels:
+            - __meta_kubernetes_pod_name
+            - __meta_kubernetes_pod_container_name
+            - __meta_kubernetes_pod_container_port_name
+          separator: ':'
+          target_label: instance
+          action: replace
+        - target_label: cluster
+          replacement: dev-us-central-0
+        - source_labels:
+            - __meta_kubernetes_namespace
+          regex: hosted-grafana
+          action: drop
+        - source_labels:
+            - __address__
+          target_label: __tmp_hash
+          modulus: 3
+          action: hashmod
+        - source_labels:
+            - __tmp_hash
+          regex: ^0$
+          action: keep
+        - regex: __tmp_hash
+          action: labeldrop`,
+			lbls: labels.FromStrings(
+				"__address__", "10.132.183.40:80",
+				"__meta_kubernetes_namespace", "loki-boltdb-shipper",
+				"__meta_kubernetes_pod_annotation_promtail_loki_boltdb_shipper_hash", "50523b9759094a144adcec2eae0aa4ad",
+				"__meta_kubernetes_pod_annotationpresent_promtail_loki_boltdb_shipper_hash", "true",
+				"__meta_kubernetes_pod_container_init", "false",
+				"__meta_kubernetes_pod_container_name", "promtail",
+				"__meta_kubernetes_pod_container_port_name", "http-metrics",
+				"__meta_kubernetes_pod_container_port_number", "80",
+				"__meta_kubernetes_pod_container_port_protocol", "TCP",
+				"__meta_kubernetes_pod_controller_kind", "DaemonSet",
+				"__meta_kubernetes_pod_controller_name", "promtail-loki-boltdb-shipper",
+				"__meta_kubernetes_pod_host_ip", "10.128.0.178",
+				"__meta_kubernetes_pod_ip", "10.132.183.40",
+				"__meta_kubernetes_pod_label_controller_revision_hash", "555b77cd7d",
+				"__meta_kubernetes_pod_label_name", "promtail-loki-boltdb-shipper",
+				"__meta_kubernetes_pod_label_pod_template_generation", "45",
+				"__meta_kubernetes_pod_labelpresent_controller_revision_hash", "true",
+				"__meta_kubernetes_pod_labelpresent_name", "true",
+				"__meta_kubernetes_pod_labelpresent_pod_template_generation", "true",
+				"__meta_kubernetes_pod_name", "promtail-loki-boltdb-shipper-jgtr7",
+				"__meta_kubernetes_pod_node_name", "gke-dev-us-central-0-main-n2s8-2-14d53341-9hkr",
+				"__meta_kubernetes_pod_phase", "Running",
+				"__meta_kubernetes_pod_ready", "true",
+				"__meta_kubernetes_pod_uid", "4c586419-7f6c-448d-aeec-ca4fa5b05e60",
+				"__metrics_path__", "/metrics",
+				"__scheme__", "http",
+				"__scrape_interval__", "15s",
+				"__scrape_timeout__", "10s",
+				"job", "kubernetes-pods"),
+		},
+	}
+	for i := range tests {
+		err := yaml.UnmarshalStrict([]byte(tests[i].config), &tests[i].cfgs)
+		require.NoError(b, err)
+	}
+	for _, tt := range tests {
+		b.Run(tt.name, func(b *testing.B) {
+			for i := 0; i < b.N; i++ {
+				_ = Process(tt.lbls, tt.cfgs...)
+			}
+		})
+	}
+}
diff --git a/model/textparse/openmetricsparse_test.go b/model/textparse/openmetricsparse_test.go
index 7679500afff..9453db5d5f3 100644
--- a/model/textparse/openmetricsparse_test.go
+++ b/model/textparse/openmetricsparse_test.go
@@ -595,7 +595,7 @@ func TestOMNullByteHandling(t *testing.T) {
 		},
 		{
 			input: "a{b\x00=\"hiih\"}	1",
-			err: "expected equal, got \"INVALID\"",
+			err:   "expected equal, got \"INVALID\"",
 		},
 		{
 			input: "a\x00{b=\"ddd\"} 1",
diff --git a/model/textparse/promparse_test.go b/model/textparse/promparse_test.go
index 005a3d41027..6a1216da16b 100644
--- a/model/textparse/promparse_test.go
+++ b/model/textparse/promparse_test.go
@@ -322,7 +322,7 @@ func TestPromNullByteHandling(t *testing.T) {
 		},
 		{
 			input: "a{b\x00=\"hiih\"}	1",
-			err: "expected equal, got \"INVALID\"",
+			err:   "expected equal, got \"INVALID\"",
 		},
 		{
 			input: "a\x00{b=\"ddd\"} 1",
@@ -367,7 +367,7 @@ func BenchmarkParse(b *testing.B) {
 			b.Run(parserName+"/no-decode-metric/"+fn, func(b *testing.B) {
 				total := 0
 
-				b.SetBytes(int64(len(buf) * (b.N / promtestdataSampleCount)))
+				b.SetBytes(int64(len(buf) / promtestdataSampleCount))
 				b.ReportAllocs()
 				b.ResetTimer()
 
@@ -395,7 +395,7 @@ func BenchmarkParse(b *testing.B) {
 			b.Run(parserName+"/decode-metric/"+fn, func(b *testing.B) {
 				total := 0
 
-				b.SetBytes(int64(len(buf) * (b.N / promtestdataSampleCount)))
+				b.SetBytes(int64(len(buf) / promtestdataSampleCount))
 				b.ReportAllocs()
 				b.ResetTimer()
 
@@ -428,7 +428,7 @@ func BenchmarkParse(b *testing.B) {
 				total := 0
 				res := make(labels.Labels, 0, 5)
 
-				b.SetBytes(int64(len(buf) * (b.N / promtestdataSampleCount)))
+				b.SetBytes(int64(len(buf) / promtestdataSampleCount))
 				b.ReportAllocs()
 				b.ResetTimer()
 
@@ -458,7 +458,10 @@ func BenchmarkParse(b *testing.B) {
 				_ = total
 			})
 			b.Run("expfmt-text/"+fn, func(b *testing.B) {
-				b.SetBytes(int64(len(buf) * (b.N / promtestdataSampleCount)))
+				if parserName != "prometheus" {
+					b.Skip()
+				}
+				b.SetBytes(int64(len(buf) / promtestdataSampleCount))
 				b.ReportAllocs()
 				b.ResetTimer()
 
@@ -507,7 +510,7 @@ func BenchmarkGzip(b *testing.B) {
 			k := b.N / promtestdataSampleCount
 
 			b.ReportAllocs()
-			b.SetBytes(int64(k) * int64(n))
+			b.SetBytes(int64(n) / promtestdataSampleCount)
 			b.ResetTimer()
 
 			total := 0
diff --git a/notifier/notifier_test.go b/notifier/notifier_test.go
index 163e5535448..66ee45c6e88 100644
--- a/notifier/notifier_test.go
+++ b/notifier/notifier_test.go
@@ -31,7 +31,7 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"go.uber.org/atomic"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/config"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
@@ -243,7 +243,7 @@ func TestCustomDo(t *testing.T) {
 func TestExternalLabels(t *testing.T) {
 	h := NewManager(&Options{
 		QueueCapacity:  3 * maxBatchSize,
-		ExternalLabels: labels.Labels{{Name: "a", Value: "b"}},
+		ExternalLabels: labels.FromStrings("a", "b"),
 		RelabelConfigs: []*relabel.Config{
 			{
 				SourceLabels: model.LabelNames{"alertname"},
@@ -570,7 +570,7 @@ func makeInputTargetGroup() *targetgroup.Group {
 }
 
 func TestLabelsToOpenAPILabelSet(t *testing.T) {
-	require.Equal(t, models.LabelSet{"aaa": "111", "bbb": "222"}, labelsToOpenAPILabelSet(labels.Labels{{Name: "aaa", Value: "111"}, {Name: "bbb", Value: "222"}}))
+	require.Equal(t, models.LabelSet{"aaa": "111", "bbb": "222"}, labelsToOpenAPILabelSet(labels.FromStrings("aaa", "111", "bbb", "222")))
 }
 
 // TestHangingNotifier validates that targets updates happen even when there are
diff --git a/promql/engine_test.go b/promql/engine_test.go
index 4d084348a60..ea19641ba79 100644
--- a/promql/engine_test.go
+++ b/promql/engine_test.go
@@ -333,56 +333,56 @@ func TestSelectHintsSetCorrectly(t *testing.T) {
 		}, {
 			query: "foo[2m:1s]", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 175000, End: 300000},
+				{Start: 175000, End: 300000, Step: 1000},
 			},
 		}, {
 			query: "count_over_time(foo[2m:1s])", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 175000, End: 300000, Func: "count_over_time"},
+				{Start: 175000, End: 300000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time(foo[2m:1s] @ 300)", start: 200000,
 			expected: []*storage.SelectHints{
-				{Start: 175000, End: 300000, Func: "count_over_time"},
+				{Start: 175000, End: 300000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time(foo[2m:1s] @ 200)", start: 200000,
 			expected: []*storage.SelectHints{
-				{Start: 75000, End: 200000, Func: "count_over_time"},
+				{Start: 75000, End: 200000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time(foo[2m:1s] @ 100)", start: 200000,
 			expected: []*storage.SelectHints{
-				{Start: -25000, End: 100000, Func: "count_over_time"},
+				{Start: -25000, End: 100000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time(foo[2m:1s] offset 10s)", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 165000, End: 290000, Func: "count_over_time"},
+				{Start: 165000, End: 290000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time((foo offset 10s)[2m:1s] offset 10s)", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 155000, End: 280000, Func: "count_over_time"},
+				{Start: 155000, End: 280000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			// When the @ is on the vector selector, the enclosing subquery parameters
 			// don't affect the hint ranges.
 			query: "count_over_time((foo @ 200 offset 10s)[2m:1s] offset 10s)", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 185000, End: 190000, Func: "count_over_time"},
+				{Start: 185000, End: 190000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			// When the @ is on the vector selector, the enclosing subquery parameters
 			// don't affect the hint ranges.
 			query: "count_over_time((foo @ 200 offset 10s)[2m:1s] @ 100 offset 10s)", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: 185000, End: 190000, Func: "count_over_time"},
+				{Start: 185000, End: 190000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "count_over_time((foo offset 10s)[2m:1s] @ 100 offset 10s)", start: 300000,
 			expected: []*storage.SelectHints{
-				{Start: -45000, End: 80000, Func: "count_over_time"},
+				{Start: -45000, End: 80000, Func: "count_over_time", Step: 1000},
 			},
 		}, {
 			query: "foo", start: 10000, end: 20000,
@@ -501,13 +501,13 @@ func TestSelectHintsSetCorrectly(t *testing.T) {
 		}, {
 			query: "(max by (dim1) (foo))[5s:1s]", start: 10000,
 			expected: []*storage.SelectHints{
-				{Start: 0, End: 10000, Func: "max", By: true, Grouping: []string{"dim1"}},
+				{Start: 0, End: 10000, Func: "max", By: true, Grouping: []string{"dim1"}, Step: 1000},
 			},
 		}, {
 			query: "(sum(http_requests{group=~\"p.*\"})+max(http_requests{group=~\"c.*\"}))[20s:5s]", start: 120000,
 			expected: []*storage.SelectHints{
-				{Start: 95000, End: 120000, Func: "sum", By: true},
-				{Start: 95000, End: 120000, Func: "max", By: true},
+				{Start: 95000, End: 120000, Func: "sum", By: true, Step: 5000},
+				{Start: 95000, End: 120000, Func: "max", By: true, Step: 5000},
 			},
 		}, {
 			query: "foo @ 50 + bar @ 250 + baz @ 900", start: 100000, end: 500000,
@@ -547,12 +547,12 @@ func TestSelectHintsSetCorrectly(t *testing.T) {
 		}, { // Hints are based on the inner most subquery timestamp.
 			query: `sum_over_time(sum_over_time(metric{job="1"}[100s])[100s:25s] @ 50)[3s:1s] @ 3000`, start: 100000,
 			expected: []*storage.SelectHints{
-				{Start: -150000, End: 50000, Range: 100000, Func: "sum_over_time"},
+				{Start: -150000, End: 50000, Range: 100000, Func: "sum_over_time", Step: 25000},
 			},
 		}, { // Hints are based on the inner most subquery timestamp.
 			query: `sum_over_time(sum_over_time(metric{job="1"}[100s])[100s:25s] @ 3000)[3s:1s] @ 50`,
 			expected: []*storage.SelectHints{
-				{Start: 2800000, End: 3000000, Range: 100000, Func: "sum_over_time"},
+				{Start: 2800000, End: 3000000, Range: 100000, Func: "sum_over_time", Step: 25000},
 			},
 		},
 	} {
@@ -1442,7 +1442,7 @@ load 1ms
 	ref, err := app.Append(0, lblsneg, -1000000, 1000)
 	require.NoError(t, err)
 	for ts := int64(-1000000 + 1000); ts <= 0; ts += 1000 {
-		_, err := app.Append(ref, nil, ts, -float64(ts/1000)+1)
+		_, err := app.Append(ref, labels.EmptyLabels(), ts, -float64(ts/1000)+1)
 		require.NoError(t, err)
 	}
 
@@ -1611,7 +1611,7 @@ load 1ms
 						{V: 3600, T: 6 * 60 * 1000},
 						{V: 3600, T: 7 * 60 * 1000},
 					},
-					Metric: labels.Labels{},
+					Metric: labels.EmptyLabels(),
 				},
 			},
 		},
@@ -1912,7 +1912,7 @@ func TestSubquerySelector(t *testing.T) {
 						Matrix{
 							Series{
 								Points: []Point{{V: 270, T: 90000}, {V: 300, T: 100000}, {V: 330, T: 110000}, {V: 360, T: 120000}},
-								Metric: labels.Labels{},
+								Metric: labels.EmptyLabels(),
 							},
 						},
 						nil,
@@ -1926,7 +1926,7 @@ func TestSubquerySelector(t *testing.T) {
 						Matrix{
 							Series{
 								Points: []Point{{V: 800, T: 80000}, {V: 900, T: 90000}, {V: 1000, T: 100000}, {V: 1100, T: 110000}, {V: 1200, T: 120000}},
-								Metric: labels.Labels{},
+								Metric: labels.EmptyLabels(),
 							},
 						},
 						nil,
@@ -1940,7 +1940,7 @@ func TestSubquerySelector(t *testing.T) {
 						Matrix{
 							Series{
 								Points: []Point{{V: 1000, T: 100000}, {V: 1000, T: 105000}, {V: 1100, T: 110000}, {V: 1100, T: 115000}, {V: 1200, T: 120000}},
-								Metric: labels.Labels{},
+								Metric: labels.EmptyLabels(),
 							},
 						},
 						nil,
@@ -2996,7 +2996,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 0, T: 0}, {V: 11, T: 60000}, {V: 1100, T: 120000}},
-					Metric: labels.Labels{},
+					Metric: labels.EmptyLabels(),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3011,7 +3011,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 0, T: 0}, {V: 11, T: 60000}, {V: 1100, T: 120000}},
-					Metric: labels.Labels{},
+					Metric: labels.EmptyLabels(),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3026,7 +3026,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 0, T: 0}, {V: 11, T: 60000}, {V: 1100, T: 120000}, {V: 110000, T: 180000}, {V: 11000000, T: 240000}},
-					Metric: labels.Labels{},
+					Metric: labels.EmptyLabels(),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3041,7 +3041,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 5, T: 0}, {V: 59, T: 60000}, {V: 9, T: 120000}, {V: 956, T: 180000}},
-					Metric: labels.Labels{},
+					Metric: labels.EmptyLabels(),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3056,7 +3056,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 1, T: 0}, {V: 3, T: 60000}, {V: 5, T: 120000}},
-					Metric: labels.Labels{labels.Label{Name: "__name__", Value: "metric"}},
+					Metric: labels.FromStrings("__name__", "metric"),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3071,7 +3071,7 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 1, T: 0}, {V: 3, T: 60000}, {V: 5, T: 120000}},
-					Metric: labels.Labels{labels.Label{Name: "__name__", Value: "metric"}},
+					Metric: labels.FromStrings("__name__", "metric"),
 				},
 			},
 			Start:    time.Unix(0, 0),
@@ -3087,17 +3087,17 @@ func TestRangeQuery(t *testing.T) {
 			Result: Matrix{
 				Series{
 					Points: []Point{{V: 1, T: 0}, {V: 3, T: 60000}, {V: 5, T: 120000}},
-					Metric: labels.Labels{
-						labels.Label{Name: "__name__", Value: "bar"},
-						labels.Label{Name: "job", Value: "2"},
-					},
+					Metric: labels.FromStrings(
+						"__name__", "bar",
+						"job", "2",
+					),
 				},
 				Series{
 					Points: []Point{{V: 3, T: 60000}, {V: 5, T: 120000}},
-					Metric: labels.Labels{
-						labels.Label{Name: "__name__", Value: "foo"},
-						labels.Label{Name: "job", Value: "1"},
-					},
+					Metric: labels.FromStrings(
+						"__name__", "foo",
+						"job", "1",
+					),
 				},
 			},
 			Start:    time.Unix(0, 0),
diff --git a/promql/parser/parse_test.go b/promql/parser/parse_test.go
index 548fb5aa92f..511d2d26e4f 100644
--- a/promql/parser/parse_test.go
+++ b/promql/parser/parse_test.go
@@ -3603,7 +3603,7 @@ var testSeries = []struct {
 }{
 	{
 		input:          `{} 1 2 3`,
-		expectedMetric: labels.Labels{},
+		expectedMetric: labels.EmptyLabels(),
 		expectedValues: newSeq(1, 2, 3),
 	}, {
 		input:          `{a="b"} -1 2 3`,
diff --git a/promql/test.go b/promql/test.go
index 22144fe3587..41526ccdc5f 100644
--- a/promql/test.go
+++ b/promql/test.go
@@ -785,7 +785,7 @@ func (ll *LazyLoader) QueryEngine() *Engine {
 
 // Queryable allows querying the LazyLoader's data.
 // Note: only the samples till the max timestamp used
-//       in `WithSamplesTill` can be queried.
+// in `WithSamplesTill` can be queried.
 func (ll *LazyLoader) Queryable() storage.Queryable {
 	return ll.storage
 }
diff --git a/rules/alerting_test.go b/rules/alerting_test.go
index bde20e3a50d..ad577b0395c 100644
--- a/rules/alerting_test.go
+++ b/rules/alerting_test.go
@@ -63,7 +63,7 @@ func TestAlertingRuleState(t *testing.T) {
 	}
 
 	for i, test := range tests {
-		rule := NewAlertingRule(test.name, nil, 0, nil, nil, nil, "", true, nil)
+		rule := NewAlertingRule(test.name, nil, 0, labels.EmptyLabels(), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil)
 		rule.active = test.active
 		got := rule.State()
 		require.Equal(t, test.want, got, "test case %d unexpected AlertState, want:%d got:%d", i, test.want, got)
@@ -91,7 +91,7 @@ func TestAlertingRuleLabelsUpdate(t *testing.T) {
 		// If an alert is going back and forth between two label values it will never fire.
 		// Instead, you should write two alerts with constant labels.
 		labels.FromStrings("severity", "{{ if lt $value 80.0 }}critical{{ else }}warning{{ end }}"),
-		nil, nil, "", true, nil,
+		labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil,
 	)
 
 	results := []promql.Vector{
@@ -190,8 +190,8 @@ func TestAlertingRuleExternalLabelsInTemplate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("templated_label", "There are {{ len $externalLabels }} external Labels, of which foo is {{ $externalLabels.foo }}."),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -200,7 +200,7 @@ func TestAlertingRuleExternalLabelsInTemplate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("templated_label", "There are {{ len $externalLabels }} external Labels, of which foo is {{ $externalLabels.foo }}."),
-		nil,
+		labels.EmptyLabels(),
 		labels.FromStrings("foo", "bar", "dings", "bums"),
 		"",
 		true, log.NewNopLogger(),
@@ -284,8 +284,8 @@ func TestAlertingRuleExternalURLInTemplate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("templated_label", "The external URL is {{ $externalURL }}."),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -294,8 +294,8 @@ func TestAlertingRuleExternalURLInTemplate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("templated_label", "The external URL is {{ $externalURL }}."),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"http://localhost:1234",
 		true, log.NewNopLogger(),
 	)
@@ -378,8 +378,8 @@ func TestAlertingRuleEmptyLabelFromTemplate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("empty_label", ""),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -440,7 +440,7 @@ instance: {{ $v.Labels.instance }}, value: {{ printf "%.0f" $v.Value }};
 {{- end -}}
 {{- end -}}
 `),
-		nil,
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -477,7 +477,7 @@ instance: {{ $v.Labels.instance }}, value: {{ printf "%.0f" $v.Value }};
 
 func BenchmarkAlertingRuleAtomicField(b *testing.B) {
 	b.ReportAllocs()
-	rule := NewAlertingRule("bench", nil, 0, nil, nil, nil, "", true, nil)
+	rule := NewAlertingRule("bench", nil, 0, labels.EmptyLabels(), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil)
 	done := make(chan struct{})
 	go func() {
 		for i := 0; i < b.N; i++ {
@@ -516,8 +516,8 @@ func TestAlertingRuleDuplicate(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("test", "test"),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -562,8 +562,8 @@ func TestAlertingRuleLimit(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("test", "test"),
-		nil,
-		nil,
+		labels.EmptyLabels(),
+		labels.EmptyLabels(),
 		"",
 		true, log.NewNopLogger(),
 	)
@@ -634,13 +634,13 @@ func TestQueryForStateSeries(t *testing.T) {
 			nil,
 			time.Minute,
 			labels.FromStrings("severity", "critical"),
-			nil, nil, "", true, nil,
+			labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil,
 		)
 
 		alert := &Alert{
 			State:       0,
-			Labels:      nil,
-			Annotations: nil,
+			Labels:      labels.EmptyLabels(),
+			Annotations: labels.EmptyLabels(),
 			Value:       0,
 			ActiveAt:    time.Time{},
 			FiredAt:     time.Time{},
diff --git a/rules/manager_test.go b/rules/manager_test.go
index 6479459ab14..984bb81b9e0 100644
--- a/rules/manager_test.go
+++ b/rules/manager_test.go
@@ -28,7 +28,7 @@ import (
 	"github.com/stretchr/testify/require"
 	"go.uber.org/atomic"
 	"go.uber.org/goleak"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/rulefmt"
@@ -65,7 +65,7 @@ func TestAlertingRule(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("severity", "{{\"c\"}}ritical"),
-		nil, nil, "", true, nil,
+		labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil,
 	)
 	result := promql.Vector{
 		promql.Sample{
@@ -208,7 +208,7 @@ func TestForStateAddSamples(t *testing.T) {
 		expr,
 		time.Minute,
 		labels.FromStrings("severity", "{{\"c\"}}ritical"),
-		nil, nil, "", true, nil,
+		labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil,
 	)
 	result := promql.Vector{
 		promql.Sample{
@@ -382,7 +382,7 @@ func TestForStateRestore(t *testing.T) {
 		expr,
 		alertForDuration,
 		labels.FromStrings("severity", "critical"),
-		nil, nil, "", true, nil,
+		labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil,
 	)
 
 	group := NewGroup(GroupOptions{
@@ -448,7 +448,7 @@ func TestForStateRestore(t *testing.T) {
 			expr,
 			alertForDuration,
 			labels.FromStrings("severity", "critical"),
-			nil, nil, "", false, nil,
+			labels.EmptyLabels(), labels.EmptyLabels(), "", false, nil,
 		)
 		newGroup := NewGroup(GroupOptions{
 			Name:          "default",
@@ -612,36 +612,36 @@ func readSeriesSet(ss storage.SeriesSet) (map[string][]promql.Point, error) {
 func TestCopyState(t *testing.T) {
 	oldGroup := &Group{
 		rules: []Rule{
-			NewAlertingRule("alert", nil, 0, nil, nil, nil, "", true, nil),
-			NewRecordingRule("rule1", nil, nil),
-			NewRecordingRule("rule2", nil, nil),
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v1"}}),
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v2"}}),
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v3"}}),
-			NewAlertingRule("alert2", nil, 0, labels.Labels{{Name: "l2", Value: "v1"}}, nil, nil, "", true, nil),
+			NewAlertingRule("alert", nil, 0, labels.EmptyLabels(), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
+			NewRecordingRule("rule1", nil, labels.EmptyLabels()),
+			NewRecordingRule("rule2", nil, labels.EmptyLabels()),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v1")),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v2")),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v3")),
+			NewAlertingRule("alert2", nil, 0, labels.FromStrings("l2", "v1"), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
 		},
 		seriesInPreviousEval: []map[string]labels.Labels{
 			{},
 			{},
 			{},
-			{"r3a": labels.Labels{{Name: "l1", Value: "v1"}}},
-			{"r3b": labels.Labels{{Name: "l1", Value: "v2"}}},
-			{"r3c": labels.Labels{{Name: "l1", Value: "v3"}}},
-			{"a2": labels.Labels{{Name: "l2", Value: "v1"}}},
+			{"r3a": labels.FromStrings("l1", "v1")},
+			{"r3b": labels.FromStrings("l1", "v2")},
+			{"r3c": labels.FromStrings("l1", "v3")},
+			{"a2": labels.FromStrings("l2", "v1")},
 		},
 		evaluationTime: time.Second,
 	}
 	oldGroup.rules[0].(*AlertingRule).active[42] = nil
 	newGroup := &Group{
 		rules: []Rule{
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v0"}}),
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v1"}}),
-			NewRecordingRule("rule3", nil, labels.Labels{{Name: "l1", Value: "v2"}}),
-			NewAlertingRule("alert", nil, 0, nil, nil, nil, "", true, nil),
-			NewRecordingRule("rule1", nil, nil),
-			NewAlertingRule("alert2", nil, 0, labels.Labels{{Name: "l2", Value: "v0"}}, nil, nil, "", true, nil),
-			NewAlertingRule("alert2", nil, 0, labels.Labels{{Name: "l2", Value: "v1"}}, nil, nil, "", true, nil),
-			NewRecordingRule("rule4", nil, nil),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v0")),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v1")),
+			NewRecordingRule("rule3", nil, labels.FromStrings("l1", "v2")),
+			NewAlertingRule("alert", nil, 0, labels.EmptyLabels(), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
+			NewRecordingRule("rule1", nil, labels.EmptyLabels()),
+			NewAlertingRule("alert2", nil, 0, labels.FromStrings("l2", "v0"), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
+			NewAlertingRule("alert2", nil, 0, labels.FromStrings("l2", "v1"), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
+			NewRecordingRule("rule4", nil, labels.EmptyLabels()),
 		},
 		seriesInPreviousEval: make([]map[string]labels.Labels, 8),
 	}
@@ -649,19 +649,19 @@ func TestCopyState(t *testing.T) {
 
 	want := []map[string]labels.Labels{
 		nil,
-		{"r3a": labels.Labels{{Name: "l1", Value: "v1"}}},
-		{"r3b": labels.Labels{{Name: "l1", Value: "v2"}}},
+		{"r3a": labels.FromStrings("l1", "v1")},
+		{"r3b": labels.FromStrings("l1", "v2")},
 		{},
 		{},
 		nil,
-		{"a2": labels.Labels{{Name: "l2", Value: "v1"}}},
+		{"a2": labels.FromStrings("l2", "v1")},
 		nil,
 	}
 	require.Equal(t, want, newGroup.seriesInPreviousEval)
 	require.Equal(t, oldGroup.rules[0], newGroup.rules[3])
 	require.Equal(t, oldGroup.evaluationTime, newGroup.evaluationTime)
 	require.Equal(t, oldGroup.lastEvaluation, newGroup.lastEvaluation)
-	require.Equal(t, []labels.Labels{{{Name: "l1", Value: "v3"}}}, newGroup.staleSeries)
+	require.Equal(t, []labels.Labels{labels.FromStrings("l1", "v3")}, newGroup.staleSeries)
 }
 
 func TestDeletedRuleMarkedStale(t *testing.T) {
@@ -669,10 +669,10 @@ func TestDeletedRuleMarkedStale(t *testing.T) {
 	defer st.Close()
 	oldGroup := &Group{
 		rules: []Rule{
-			NewRecordingRule("rule1", nil, labels.Labels{{Name: "l1", Value: "v1"}}),
+			NewRecordingRule("rule1", nil, labels.FromStrings("l1", "v1")),
 		},
 		seriesInPreviousEval: []map[string]labels.Labels{
-			{"r1": labels.Labels{{Name: "l1", Value: "v1"}}},
+			{"r1": labels.FromStrings("l1", "v1")},
 		},
 	}
 	newGroup := &Group{
@@ -728,7 +728,7 @@ func TestUpdate(t *testing.T) {
 	ruleManager.start()
 	defer ruleManager.Stop()
 
-	err := ruleManager.Update(10*time.Second, files, nil, "", nil)
+	err := ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
 	require.NoError(t, err)
 	require.Greater(t, len(ruleManager.groups), 0, "expected non-empty rule groups")
 	ogs := map[string]*Group{}
@@ -739,7 +739,7 @@ func TestUpdate(t *testing.T) {
 		ogs[h] = g
 	}
 
-	err = ruleManager.Update(10*time.Second, files, nil, "", nil)
+	err = ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
 	require.NoError(t, err)
 	for h, g := range ruleManager.groups {
 		for _, actual := range g.seriesInPreviousEval {
@@ -758,7 +758,7 @@ func TestUpdate(t *testing.T) {
 	defer os.Remove(tmpFile.Name())
 	defer tmpFile.Close()
 
-	err = ruleManager.Update(10*time.Second, []string{tmpFile.Name()}, nil, "", nil)
+	err = ruleManager.Update(10*time.Second, []string{tmpFile.Name()}, labels.EmptyLabels(), "", nil)
 	require.NoError(t, err)
 
 	for h, g := range ruleManager.groups {
@@ -836,7 +836,7 @@ func reloadAndValidate(rgs *rulefmt.RuleGroups, t *testing.T, tmpFile *os.File,
 	tmpFile.Seek(0, 0)
 	_, err = tmpFile.Write(bs)
 	require.NoError(t, err)
-	err = ruleManager.Update(10*time.Second, []string{tmpFile.Name()}, nil, "", nil)
+	err = ruleManager.Update(10*time.Second, []string{tmpFile.Name()}, labels.EmptyLabels(), "", nil)
 	require.NoError(t, err)
 	for h, g := range ruleManager.groups {
 		if ogs[h] == g {
@@ -872,7 +872,7 @@ func TestNotify(t *testing.T) {
 
 	expr, err := parser.ParseExpr("a > 1")
 	require.NoError(t, err)
-	rule := NewAlertingRule("aTooHigh", expr, 0, labels.Labels{}, labels.Labels{}, nil, "", true, log.NewNopLogger())
+	rule := NewAlertingRule("aTooHigh", expr, 0, labels.Labels{}, labels.Labels{}, labels.EmptyLabels(), "", true, log.NewNopLogger())
 	group := NewGroup(GroupOptions{
 		Name:          "alert",
 		Interval:      time.Second,
@@ -981,7 +981,7 @@ func TestMetricsUpdate(t *testing.T) {
 	}
 
 	for i, c := range cases {
-		err := ruleManager.Update(time.Second, c.files, nil, "", nil)
+		err := ruleManager.Update(time.Second, c.files, labels.EmptyLabels(), "", nil)
 		require.NoError(t, err)
 		time.Sleep(2 * time.Second)
 		require.Equal(t, c.metrics, countMetrics(), "test %d: invalid count of metrics", i)
@@ -1055,7 +1055,7 @@ func TestGroupStalenessOnRemoval(t *testing.T) {
 
 	var totalStaleNaN int
 	for i, c := range cases {
-		err := ruleManager.Update(time.Second, c.files, nil, "", nil)
+		err := ruleManager.Update(time.Second, c.files, labels.EmptyLabels(), "", nil)
 		require.NoError(t, err)
 		time.Sleep(3 * time.Second)
 		totalStaleNaN += c.staleNaN
@@ -1097,11 +1097,11 @@ func TestMetricsStalenessOnManagerShutdown(t *testing.T) {
 		}
 	}()
 
-	err := ruleManager.Update(2*time.Second, files, nil, "", nil)
+	err := ruleManager.Update(2*time.Second, files, labels.EmptyLabels(), "", nil)
 	time.Sleep(4 * time.Second)
 	require.NoError(t, err)
 	start := time.Now()
-	err = ruleManager.Update(3*time.Second, files[:0], nil, "", nil)
+	err = ruleManager.Update(3*time.Second, files[:0], labels.EmptyLabels(), "", nil)
 	require.NoError(t, err)
 	ruleManager.Stop()
 	stopped = true
@@ -1144,8 +1144,8 @@ func TestGroupHasAlertingRules(t *testing.T) {
 			group: &Group{
 				name: "HasAlertingRule",
 				rules: []Rule{
-					NewAlertingRule("alert", nil, 0, nil, nil, nil, "", true, nil),
-					NewRecordingRule("record", nil, nil),
+					NewAlertingRule("alert", nil, 0, labels.EmptyLabels(), labels.EmptyLabels(), labels.EmptyLabels(), "", true, nil),
+					NewRecordingRule("record", nil, labels.EmptyLabels()),
 				},
 			},
 			want: true,
@@ -1161,7 +1161,7 @@ func TestGroupHasAlertingRules(t *testing.T) {
 			group: &Group{
 				name: "HasOnlyRecordingRule",
 				rules: []Rule{
-					NewRecordingRule("record", nil, nil),
+					NewRecordingRule("record", nil, labels.EmptyLabels()),
 				},
 			},
 			want: false,
@@ -1296,7 +1296,7 @@ func TestUpdateMissedEvalMetrics(t *testing.T) {
 			vector:              expr,
 			holdDuration:        5 * time.Minute,
 			labels:              labels.FromStrings("severity", "critical"),
-			annotations:         nil,
+			annotations:         labels.EmptyLabels(),
 			externalLabels:      nil,
 			externalURL:         "",
 			active:              m,
diff --git a/scrape/manager_test.go b/scrape/manager_test.go
index 2994e9f97b8..90aa1db2862 100644
--- a/scrape/manager_test.go
+++ b/scrape/manager_test.go
@@ -21,7 +21,7 @@ import (
 
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
-	yaml "gopkg.in/yaml.v2"
+	"gopkg.in/yaml.v2"
 
 	"github.com/prometheus/prometheus/config"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
diff --git a/scrape/scrape_test.go b/scrape/scrape_test.go
index 940cc5c1f71..376c9e9cc3d 100644
--- a/scrape/scrape_test.go
+++ b/scrape/scrape_test.go
@@ -117,22 +117,12 @@ func TestDiscoveredLabelsUpdate(t *testing.T) {
 	}
 	sp.activeTargets = make(map[uint64]*Target)
 	t1 := &Target{
-		discoveredLabels: labels.Labels{
-			labels.Label{
-				Name:  "label",
-				Value: "name",
-			},
-		},
+		discoveredLabels: labels.FromStrings("label", "name"),
 	}
 	sp.activeTargets[t1.hash()] = t1
 
 	t2 := &Target{
-		discoveredLabels: labels.Labels{
-			labels.Label{
-				Name:  "labelNew",
-				Value: "nameNew",
-			},
-		},
+		discoveredLabels: labels.FromStrings("labelNew", "nameNew"),
 	}
 	sp.sync([]*Target{t2})
 
@@ -625,7 +615,7 @@ func TestScrapeLoopStopBeforeRun(t *testing.T) {
 		1,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -697,7 +687,7 @@ func TestScrapeLoopStop(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -772,7 +762,7 @@ func TestScrapeLoopRun(t *testing.T) {
 		time.Second,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -827,7 +817,7 @@ func TestScrapeLoopRun(t *testing.T) {
 		time.Second,
 		100*time.Millisecond,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -886,7 +876,7 @@ func TestScrapeLoopForcedErr(t *testing.T) {
 		time.Second,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -944,7 +934,7 @@ func TestScrapeLoopMetadata(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1001,7 +991,7 @@ func simpleTestScrapeLoop(t testing.TB) (context.Context, *scrapeLoop) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1094,7 +1084,7 @@ func TestScrapeLoopRunCreatesStaleMarkersOnFailedScrape(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1156,7 +1146,7 @@ func TestScrapeLoopRunCreatesStaleMarkersOnParseFailure(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1222,7 +1212,7 @@ func TestScrapeLoopCache(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1304,7 +1294,7 @@ func TestScrapeLoopCacheMemoryExhaustionProtection(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1418,7 +1408,7 @@ func TestScrapeLoopAppend(t *testing.T) {
 			0,
 			0,
 			false,
-			nil,
+			false,
 			nil,
 			false,
 		)
@@ -1508,7 +1498,7 @@ func TestScrapeLoopAppendForConflictingPrefixedLabels(t *testing.T) {
 					return mutateSampleLabels(l, &Target{labels: labels.FromStrings(tc.targetLabels...)}, false, nil)
 				},
 				nil,
-				func(ctx context.Context) storage.Appender { return app }, nil, 0, true, 0, nil, 0, 0, false, nil, nil, false,
+				func(ctx context.Context) storage.Appender { return app }, nil, 0, true, 0, nil, 0, 0, false, false, nil, false,
 			)
 			slApp := sl.appender(context.Background())
 			_, _, _, err := sl.append(slApp, []byte(tc.exposedLabels), "", time.Date(2000, 1, 1, 1, 0, 0, 0, time.UTC))
@@ -1544,7 +1534,7 @@ func TestScrapeLoopAppendCacheEntryButErrNotFound(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1602,7 +1592,7 @@ func TestScrapeLoopAppendSampleLimit(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1679,7 +1669,7 @@ func TestScrapeLoop_ChangingMetricString(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1727,7 +1717,7 @@ func TestScrapeLoopAppendStaleness(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1778,7 +1768,7 @@ func TestScrapeLoopAppendNoStalenessIfTimestamp(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -1889,7 +1879,7 @@ metric_total{n="2"} 2 # {t="2"} 2.0 20000
 				0,
 				0,
 				false,
-				nil,
+				false,
 				nil,
 				false,
 			)
@@ -1954,7 +1944,7 @@ func TestScrapeLoopAppendExemplarSeries(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2006,7 +1996,7 @@ func TestScrapeLoopRunReportsTargetDownOnScrapeError(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2042,7 +2032,7 @@ func TestScrapeLoopRunReportsTargetDownOnInvalidUTF8(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2091,7 +2081,7 @@ func TestScrapeLoopAppendGracefullyIfAmendOrOutOfOrderOrOutOfBounds(t *testing.T
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2136,7 +2126,7 @@ func TestScrapeLoopOutOfBoundsTimeError(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2393,7 +2383,7 @@ func TestScrapeLoop_RespectTimestamps(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2434,7 +2424,7 @@ func TestScrapeLoop_DiscardTimestamps(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2474,7 +2464,7 @@ func TestScrapeLoopDiscardDuplicateLabels(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2518,7 +2508,7 @@ func TestScrapeLoopDiscardUnnamedMetrics(t *testing.T) {
 		nil, nil,
 		func(l labels.Labels) labels.Labels {
 			if l.Has("drop") {
-				return labels.Labels{}
+				return labels.FromStrings("no", "name") // This label set will trigger an error.
 			}
 			return l
 		},
@@ -2532,7 +2522,7 @@ func TestScrapeLoopDiscardUnnamedMetrics(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2629,20 +2619,7 @@ func TestReuseScrapeCache(t *testing.T) {
 		}
 		sp, _ = newScrapePool(cfg, app, 0, nil, &Options{})
 		t1    = &Target{
-			discoveredLabels: labels.Labels{
-				labels.Label{
-					Name:  "labelNew",
-					Value: "nameNew",
-				},
-				labels.Label{
-					Name:  "labelNew1",
-					Value: "nameNew1",
-				},
-				labels.Label{
-					Name:  "labelNew2",
-					Value: "nameNew2",
-				},
-			},
+			discoveredLabels: labels.FromStrings("labelNew", "nameNew", "labelNew1", "nameNew1", "labelNew2", "nameNew2"),
 		}
 		proxyURL, _ = url.Parse("http://localhost:2128")
 	)
@@ -2808,7 +2785,7 @@ func TestScrapeAddFast(t *testing.T) {
 		0,
 		0,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -2842,12 +2819,7 @@ func TestReuseCacheRace(t *testing.T) {
 		}
 		sp, _ = newScrapePool(cfg, app, 0, nil, &Options{})
 		t1    = &Target{
-			discoveredLabels: labels.Labels{
-				labels.Label{
-					Name:  "labelNew",
-					Value: "nameNew",
-				},
-			},
+			discoveredLabels: labels.FromStrings("labelNew", "nameNew"),
 		}
 	)
 	defer sp.stop()
@@ -2899,7 +2871,7 @@ func TestScrapeReportSingleAppender(t *testing.T) {
 		10*time.Millisecond,
 		time.Hour,
 		false,
-		nil,
+		false,
 		nil,
 		false,
 	)
@@ -3101,7 +3073,7 @@ func TestScrapeLoopLabelLimit(t *testing.T) {
 			0,
 			0,
 			false,
-			nil,
+			false,
 			nil,
 			false,
 		)
diff --git a/scrape/target_test.go b/scrape/target_test.go
index 4b9589d6643..ce6a471ee4c 100644
--- a/scrape/target_test.go
+++ b/scrape/target_test.go
@@ -129,7 +129,7 @@ func newTestTarget(targetURL string, deadline time.Duration, lbls labels.Labels)
 	lb.Set(model.AddressLabel, strings.TrimPrefix(targetURL, "http://"))
 	lb.Set(model.MetricsPathLabel, "/metrics")
 
-	return &Target{labels: lb.Labels()}
+	return &Target{labels: lb.Labels(nil)}
 }
 
 func TestNewHTTPBearerToken(t *testing.T) {
diff --git a/storage/buffer_test.go b/storage/buffer_test.go
index f5a203bb35c..aac958397d7 100644
--- a/storage/buffer_test.go
+++ b/storage/buffer_test.go
@@ -184,7 +184,7 @@ func BenchmarkBufferedSeriesIterator(b *testing.B) {
 	// Simulate a 5 minute rate.
 	it := NewBufferIterator(newFakeSeriesIterator(int64(b.N), 30), 5*60)
 
-	b.SetBytes(int64(b.N * 16))
+	b.SetBytes(16)
 	b.ReportAllocs()
 	b.ResetTimer()
 
diff --git a/storage/memoized_iterator_test.go b/storage/memoized_iterator_test.go
index 86f3b2d60b1..6bdd395e09e 100644
--- a/storage/memoized_iterator_test.go
+++ b/storage/memoized_iterator_test.go
@@ -78,7 +78,7 @@ func BenchmarkMemoizedSeriesIterator(b *testing.B) {
 	// Simulate a 5 minute rate.
 	it := NewMemoizedIterator(newFakeSeriesIterator(int64(b.N), 30), 5*60)
 
-	b.SetBytes(int64(b.N * 16))
+	b.SetBytes(16)
 	b.ReportAllocs()
 	b.ResetTimer()
 
diff --git a/storage/merge_test.go b/storage/merge_test.go
index 2b4091d9f03..726296dd5b3 100644
--- a/storage/merge_test.go
+++ b/storage/merge_test.go
@@ -542,6 +542,140 @@ func TestCompactingChunkSeriesMerger(t *testing.T) {
 	}
 }
 
+func TestConcatenatingChunkSeriesMerger(t *testing.T) {
+	m := NewConcatenatingChunkSeriesMerger()
+
+	for _, tc := range []struct {
+		name     string
+		input    []ChunkSeries
+		expected ChunkSeries
+	}{
+		{
+			name: "single empty series",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), nil),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), nil),
+		},
+		{
+			name: "single series",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}}),
+		},
+		{
+			name: "two empty series",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), nil),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), nil),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), nil, nil),
+		},
+		{
+			name: "two non overlapping",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{7, 7, nil, nil}, sample{9, 9, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}, []tsdbutil.Sample{sample{7, 7, nil, nil}, sample{9, 9, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}}),
+		},
+		{
+			name: "two overlapping",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}, sample{8, 8, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{7, 7, nil, nil}, sample{9, 9, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}}, []tsdbutil.Sample{sample{3, 3, nil, nil}, sample{8, 8, nil, nil}},
+				[]tsdbutil.Sample{sample{7, 7, nil, nil}, sample{9, 9, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}},
+			),
+		},
+		{
+			name: "two duplicated",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}},
+				[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}},
+			),
+		},
+		{
+			name: "three overlapping",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{6, 6, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{0, 0, nil, nil}, sample{4, 4, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}},
+				[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{6, 6, nil, nil}},
+				[]tsdbutil.Sample{sample{0, 0, nil, nil}, sample{4, 4, nil, nil}},
+			),
+		},
+		{
+			name: "three in chained overlap",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{4, 4, nil, nil}, sample{6, 66, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{6, 6, nil, nil}, sample{10, 10, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 5, nil, nil}},
+				[]tsdbutil.Sample{sample{4, 4, nil, nil}, sample{6, 66, nil, nil}},
+				[]tsdbutil.Sample{sample{6, 6, nil, nil}, sample{10, 10, nil, nil}},
+			),
+		},
+		{
+			name: "three in chained overlap complex",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{0, 0, nil, nil}, sample{5, 5, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}, sample{15, 15, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{2, 2, nil, nil}, sample{20, 20, nil, nil}}, []tsdbutil.Sample{sample{25, 25, nil, nil}, sample{30, 30, nil, nil}}),
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), []tsdbutil.Sample{sample{18, 18, nil, nil}, sample{26, 26, nil, nil}}, []tsdbutil.Sample{sample{31, 31, nil, nil}, sample{35, 35, nil, nil}}),
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				[]tsdbutil.Sample{sample{0, 0, nil, nil}, sample{5, 5, nil, nil}}, []tsdbutil.Sample{sample{10, 10, nil, nil}, sample{15, 15, nil, nil}},
+				[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{20, 20, nil, nil}}, []tsdbutil.Sample{sample{25, 25, nil, nil}, sample{30, 30, nil, nil}},
+				[]tsdbutil.Sample{sample{18, 18, nil, nil}, sample{26, 26, nil, nil}}, []tsdbutil.Sample{sample{31, 31, nil, nil}, sample{35, 35, nil, nil}},
+			),
+		},
+		{
+			name: "110 overlapping",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), tsdbutil.GenerateSamples(0, 110)), // [0 - 110)
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), tsdbutil.GenerateSamples(60, 50)), // [60 - 110)
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				tsdbutil.GenerateSamples(0, 110),
+				tsdbutil.GenerateSamples(60, 50),
+			),
+		},
+		{
+			name: "150 overlapping samples, simply concatenated and no splits",
+			input: []ChunkSeries{
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), tsdbutil.GenerateSamples(0, 90)),  // [0 - 90)
+				NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"), tsdbutil.GenerateSamples(60, 90)), // [90 - 150)
+			},
+			expected: NewListChunkSeriesFromSamples(labels.FromStrings("bar", "baz"),
+				tsdbutil.GenerateSamples(0, 90),
+				tsdbutil.GenerateSamples(60, 90),
+			),
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			merged := m(tc.input...)
+			require.Equal(t, tc.expected.Labels(), merged.Labels())
+			actChks, actErr := ExpandChunks(merged.Iterator())
+			expChks, expErr := ExpandChunks(tc.expected.Iterator())
+
+			require.Equal(t, expErr, actErr)
+			require.Equal(t, expChks, actChks)
+		})
+	}
+}
+
 type mockQuerier struct {
 	LabelQuerier
 
@@ -739,7 +873,7 @@ var result []tsdbutil.Sample
 func makeSeriesSet(numSeries, numSamples int) SeriesSet {
 	series := []Series{}
 	for j := 0; j < numSeries; j++ {
-		labels := labels.Labels{{Name: "foo", Value: fmt.Sprintf("bar%d", j)}}
+		labels := labels.FromStrings("foo", fmt.Sprintf("bar%d", j))
 		samples := []tsdbutil.Sample{}
 		for k := 0; k < numSamples; k++ {
 			samples = append(samples, sample{t: int64(k), v: float64(k)})
diff --git a/storage/remote/codec_test.go b/storage/remote/codec_test.go
index 7d1ba9b5b0c..c806097c62a 100644
--- a/storage/remote/codec_test.go
+++ b/storage/remote/codec_test.go
@@ -189,12 +189,9 @@ func TestConcreteSeriesSet(t *testing.T) {
 }
 
 func TestConcreteSeriesClonesLabels(t *testing.T) {
-	lbls := labels.Labels{
-		labels.Label{Name: "a", Value: "b"},
-		labels.Label{Name: "c", Value: "d"},
-	}
+	lbls := labels.FromStrings("a", "b", "c", "d")
 	cs := concreteSeries{
-		labels: labels.New(lbls...),
+		labels: lbls,
 	}
 
 	gotLabels := cs.Labels()
diff --git a/storage/remote/queue_manager_test.go b/storage/remote/queue_manager_test.go
index bd421556c4c..dffdc84a847 100644
--- a/storage/remote/queue_manager_test.go
+++ b/storage/remote/queue_manager_test.go
@@ -200,7 +200,7 @@ func TestSampleDeliveryTimeout(t *testing.T) {
 	dir := t.TempDir()
 
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 	m.Start()
 	defer m.Stop()
@@ -229,7 +229,7 @@ func TestSampleDeliveryOrder(t *testing.T) {
 		})
 		series = append(series, record.RefSeries{
 			Ref:    chunks.HeadSeriesRef(i),
-			Labels: labels.Labels{labels.Label{Name: "__name__", Value: name}},
+			Labels: labels.FromStrings("__name__", name),
 		})
 	}
 
@@ -242,7 +242,7 @@ func TestSampleDeliveryOrder(t *testing.T) {
 	mcfg := config.DefaultMetadataConfig
 
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 
 	m.Start()
@@ -262,7 +262,7 @@ func TestShutdown(t *testing.T) {
 	mcfg := config.DefaultMetadataConfig
 	metrics := newQueueManagerMetrics(nil, "", "")
 
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, deadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, deadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	n := 2 * config.DefaultQueueConfig.MaxSamplesPerSend
 	samples, series := createTimeseries(n, n)
 	m.StoreSeries(series, 0)
@@ -300,11 +300,11 @@ func TestSeriesReset(t *testing.T) {
 	cfg := config.DefaultQueueConfig
 	mcfg := config.DefaultMetadataConfig
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, deadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, deadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	for i := 0; i < numSegments; i++ {
 		series := []record.RefSeries{}
 		for j := 0; j < numSeries; j++ {
-			series = append(series, record.RefSeries{Ref: chunks.HeadSeriesRef((i * 100) + j), Labels: labels.Labels{{Name: "a", Value: "a"}}})
+			series = append(series, record.RefSeries{Ref: chunks.HeadSeriesRef((i * 100) + j), Labels: labels.FromStrings("a", "a")})
 		}
 		m.StoreSeries(series, i)
 	}
@@ -329,7 +329,7 @@ func TestReshard(t *testing.T) {
 	dir := t.TempDir()
 
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 
 	m.Start()
@@ -365,7 +365,7 @@ func TestReshardRaceWithStop(t *testing.T) {
 	go func() {
 		for {
 			metrics := newQueueManagerMetrics(nil, "", "")
-			m = NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+			m = NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 			m.Start()
 			h.Unlock()
 			h.Lock()
@@ -400,7 +400,7 @@ func TestReshardPartialBatch(t *testing.T) {
 	cfg.BatchSendDeadline = model.Duration(batchSendDeadline)
 
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, t.TempDir(), newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, flushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, t.TempDir(), newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, flushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 
 	m.Start()
@@ -445,7 +445,7 @@ func TestQueueFilledDeadlock(t *testing.T) {
 
 	metrics := newQueueManagerMetrics(nil, "", "")
 
-	m := NewQueueManager(metrics, nil, nil, nil, t.TempDir(), newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, flushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, t.TempDir(), newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, flushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 	m.Start()
 	defer m.Stop()
@@ -472,20 +472,15 @@ func TestReleaseNoninternedString(t *testing.T) {
 	mcfg := config.DefaultMetadataConfig
 	metrics := newQueueManagerMetrics(nil, "", "")
 	c := NewTestWriteClient()
-	m := NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.Start()
 	defer m.Stop()
 
 	for i := 1; i < 1000; i++ {
 		m.StoreSeries([]record.RefSeries{
 			{
-				Ref: chunks.HeadSeriesRef(i),
-				Labels: labels.Labels{
-					labels.Label{
-						Name:  "asdf",
-						Value: fmt.Sprintf("%d", i),
-					},
-				},
+				Ref:    chunks.HeadSeriesRef(i),
+				Labels: labels.FromStrings("asdf", fmt.Sprintf("%d", i)),
 			},
 		}, 0)
 		m.SeriesReset(1)
@@ -524,7 +519,7 @@ func TestShouldReshard(t *testing.T) {
 	for _, c := range cases {
 		metrics := newQueueManagerMetrics(nil, "", "")
 		client := NewTestWriteClient()
-		m := NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, client, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+		m := NewQueueManager(metrics, nil, nil, nil, "", newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, client, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 		m.numShards = c.startingShards
 		m.dataIn.incr(c.samplesIn)
 		m.dataOut.incr(c.samplesOut)
@@ -577,7 +572,7 @@ func createExemplars(numExemplars, numSeries int) ([]record.RefExemplar, []recor
 		}
 		series = append(series, record.RefSeries{
 			Ref:    chunks.HeadSeriesRef(i),
-			Labels: labels.Labels{{Name: "__name__", Value: name}},
+			Labels: labels.FromStrings("__name__", name),
 		})
 	}
 	return exemplars, series
@@ -615,12 +610,7 @@ func createHistograms(numSamples, numSeries int) ([]record.RefHistogramSample, [
 }
 
 func getSeriesNameFromRef(r record.RefSeries) string {
-	for _, l := range r.Labels {
-		if l.Name == "__name__" {
-			return l.Value
-		}
-	}
-	return ""
+	return r.Labels.Get("__name__")
 }
 
 type TestWriteClient struct {
@@ -743,13 +733,8 @@ func (c *TestWriteClient) Store(_ context.Context, req []byte) error {
 	}
 	count := 0
 	for _, ts := range reqProto.Timeseries {
-		var seriesName string
 		labels := labelProtosToLabels(ts.Labels)
-		for _, label := range labels {
-			if label.Name == "__name__" {
-				seriesName = label.Value
-			}
-		}
+		seriesName := labels.Get("__name__")
 		for _, sample := range ts.Samples {
 			count++
 			c.receivedSamples[seriesName] = append(c.receivedSamples[seriesName], sample)
@@ -860,7 +845,7 @@ func BenchmarkSampleSend(b *testing.B) {
 	dir := b.TempDir()
 
 	metrics := newQueueManagerMetrics(nil, "", "")
-	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 	m.StoreSeries(series, 0)
 
 	// These should be received by the client.
@@ -906,7 +891,7 @@ func BenchmarkStartup(b *testing.B) {
 		c := NewTestBlockedWriteClient()
 		m := NewQueueManager(metrics, nil, nil, logger, dir,
 			newEWMARate(ewmaWeight, shardUpdateDuration),
-			cfg, mcfg, nil, nil, c, 1*time.Minute, newPool(), newHighestTimestampMetric(), nil, false, false)
+			cfg, mcfg, labels.EmptyLabels(), nil, c, 1*time.Minute, newPool(), newHighestTimestampMetric(), nil, false, false)
 		m.watcher.SetStartTime(timestamp.Time(math.MaxInt64))
 		m.watcher.MaxSegment = segments[len(segments)-2]
 		err := m.watcher.Run()
@@ -982,7 +967,7 @@ func TestCalculateDesiredShards(t *testing.T) {
 
 	metrics := newQueueManagerMetrics(nil, "", "")
 	samplesIn := newEWMARate(ewmaWeight, shardUpdateDuration)
-	m := NewQueueManager(metrics, nil, nil, nil, dir, samplesIn, cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, samplesIn, cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 
 	// Need to start the queue manager so the proper metrics are initialized.
 	// However we can stop it right away since we don't need to do any actual
@@ -1059,7 +1044,7 @@ func TestCalculateDesiredShardsDetail(t *testing.T) {
 
 	metrics := newQueueManagerMetrics(nil, "", "")
 	samplesIn := newEWMARate(ewmaWeight, shardUpdateDuration)
-	m := NewQueueManager(metrics, nil, nil, nil, dir, samplesIn, cfg, mcfg, nil, nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
+	m := NewQueueManager(metrics, nil, nil, nil, dir, samplesIn, cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false)
 
 	for _, tc := range []struct {
 		name            string
diff --git a/storage/remote/read_handler_test.go b/storage/remote/read_handler_test.go
index f3447c91887..03e4b706bf6 100644
--- a/storage/remote/read_handler_test.go
+++ b/storage/remote/read_handler_test.go
@@ -46,12 +46,8 @@ func TestSampledReadEndpoint(t *testing.T) {
 	h := NewReadHandler(nil, nil, suite.Storage(), func() config.Config {
 		return config.Config{
 			GlobalConfig: config.GlobalConfig{
-				ExternalLabels: labels.Labels{
-					// We expect external labels to be added, with the source labels honored.
-					{Name: "b", Value: "c"},
-					{Name: "baz", Value: "a"},
-					{Name: "d", Value: "e"},
-				},
+				// We expect external labels to be added, with the source labels honored.
+				ExternalLabels: labels.FromStrings("b", "c", "baz", "a", "d", "e"),
 			},
 		}
 	}, 1e6, 1, 0)
@@ -130,12 +126,8 @@ func TestStreamReadEndpoint(t *testing.T) {
 	api := NewReadHandler(nil, nil, suite.Storage(), func() config.Config {
 		return config.Config{
 			GlobalConfig: config.GlobalConfig{
-				ExternalLabels: labels.Labels{
-					// We expect external labels to be added, with the source labels honored.
-					{Name: "baz", Value: "a"},
-					{Name: "b", Value: "c"},
-					{Name: "d", Value: "e"},
-				},
+				// We expect external labels to be added, with the source labels honored.
+				ExternalLabels: labels.FromStrings("baz", "a", "b", "c", "d", "e"),
 			},
 		}
 	},
diff --git a/storage/remote/read_test.go b/storage/remote/read_test.go
index 98c1abcf9c2..e3f7f4dee90 100644
--- a/storage/remote/read_test.go
+++ b/storage/remote/read_test.go
@@ -122,10 +122,7 @@ func TestExternalLabelsQuerierAddExternalLabels(t *testing.T) {
 			added: labels.Labels{},
 		},
 		{
-			el: labels.Labels{
-				{Name: "dc", Value: "berlin-01"},
-				{Name: "region", Value: "europe"},
-			},
+			el: labels.FromStrings("dc", "berlin-01", "region", "europe"),
 			inMatchers: []*labels.Matcher{
 				labels.MustNewMatcher(labels.MatchEqual, "job", "api-server"),
 			},
@@ -134,16 +131,10 @@ func TestExternalLabelsQuerierAddExternalLabels(t *testing.T) {
 				labels.MustNewMatcher(labels.MatchEqual, "region", "europe"),
 				labels.MustNewMatcher(labels.MatchEqual, "dc", "berlin-01"),
 			},
-			added: labels.Labels{
-				{Name: "dc", Value: "berlin-01"},
-				{Name: "region", Value: "europe"},
-			},
+			added: labels.FromStrings("dc", "berlin-01", "region", "europe"),
 		},
 		{
-			el: labels.Labels{
-				{Name: "dc", Value: "berlin-01"},
-				{Name: "region", Value: "europe"},
-			},
+			el: labels.FromStrings("dc", "berlin-01", "region", "europe"),
 			inMatchers: []*labels.Matcher{
 				labels.MustNewMatcher(labels.MatchEqual, "job", "api-server"),
 				labels.MustNewMatcher(labels.MatchEqual, "dc", "munich-02"),
@@ -153,9 +144,7 @@ func TestExternalLabelsQuerierAddExternalLabels(t *testing.T) {
 				labels.MustNewMatcher(labels.MatchEqual, "region", "europe"),
 				labels.MustNewMatcher(labels.MatchEqual, "dc", "munich-02"),
 			},
-			added: labels.Labels{
-				{Name: "region", Value: "europe"},
-			},
+			added: labels.FromStrings("region", "europe"),
 		},
 	}
 
@@ -293,10 +282,8 @@ func TestSampleAndChunkQueryableClient(t *testing.T) {
 			matchers: []*labels.Matcher{
 				labels.MustNewMatcher(labels.MatchNotEqual, "a", "something"),
 			},
-			readRecent: true,
-			externalLabels: labels.Labels{
-				{Name: "region", Value: "europe"},
-			},
+			readRecent:     true,
+			externalLabels: labels.FromStrings("region", "europe"),
 
 			expectedQuery: &prompb.Query{
 				StartTimestampMs: 1,
@@ -318,10 +305,8 @@ func TestSampleAndChunkQueryableClient(t *testing.T) {
 				labels.MustNewMatcher(labels.MatchNotEqual, "a", "something"),
 				labels.MustNewMatcher(labels.MatchEqual, "region", "europe"),
 			},
-			readRecent: true,
-			externalLabels: labels.Labels{
-				{Name: "region", Value: "europe"},
-			},
+			readRecent:     true,
+			externalLabels: labels.FromStrings("region", "europe"),
 
 			expectedQuery: &prompb.Query{
 				StartTimestampMs: 1,
@@ -343,10 +328,8 @@ func TestSampleAndChunkQueryableClient(t *testing.T) {
 				labels.MustNewMatcher(labels.MatchNotEqual, "a", "something"),
 				labels.MustNewMatcher(labels.MatchEqual, "region", "us"),
 			},
-			readRecent: true,
-			externalLabels: labels.Labels{
-				{Name: "region", Value: "europe"},
-			},
+			readRecent:     true,
+			externalLabels: labels.FromStrings("region", "europe"),
 
 			expectedQuery: &prompb.Query{
 				StartTimestampMs: 1,
diff --git a/storage/remote/storage_test.go b/storage/remote/storage_test.go
index 5723a6d0ca6..8a741f7f563 100644
--- a/storage/remote/storage_test.go
+++ b/storage/remote/storage_test.go
@@ -79,7 +79,7 @@ func TestFilterExternalLabels(t *testing.T) {
 
 	conf := &config.Config{
 		GlobalConfig: config.GlobalConfig{
-			ExternalLabels: labels.Labels{labels.Label{Name: "foo", Value: "bar"}},
+			ExternalLabels: labels.FromStrings("foo", "bar"),
 		},
 	}
 	require.NoError(t, s.ApplyConfig(conf))
@@ -104,7 +104,7 @@ func TestIgnoreExternalLabels(t *testing.T) {
 
 	conf := &config.Config{
 		GlobalConfig: config.GlobalConfig{
-			ExternalLabels: labels.Labels{labels.Label{Name: "foo", Value: "bar"}},
+			ExternalLabels: labels.FromStrings("foo", "bar"),
 		},
 	}
 	require.NoError(t, s.ApplyConfig(conf))
diff --git a/tsdb/agent/db_test.go b/tsdb/agent/db_test.go
index 080913a8669..96555337305 100644
--- a/tsdb/agent/db_test.go
+++ b/tsdb/agent/db_test.go
@@ -446,6 +446,25 @@ func Test_ExistingWAL_NextRef(t *testing.T) {
 	require.Equal(t, uint64(seriesCount), db.nextRef.Load(), "nextRef should be equal to the number of series written across the entire WAL")
 }
 
+func Test_validateOptions(t *testing.T) {
+	t.Run("Apply defaults to zero values", func(t *testing.T) {
+		opts := validateOptions(&Options{})
+		require.Equal(t, DefaultOptions(), opts)
+	})
+
+	t.Run("Defaults are already valid", func(t *testing.T) {
+		require.Equal(t, DefaultOptions(), validateOptions(nil))
+	})
+
+	t.Run("MaxWALTime should not be lower than TruncateFrequency", func(t *testing.T) {
+		opts := validateOptions(&Options{
+			MaxWALTime:        int64(time.Hour / time.Millisecond),
+			TruncateFrequency: 2 * time.Hour,
+		})
+		require.Equal(t, int64(2*time.Hour/time.Millisecond), opts.MaxWALTime)
+	})
+}
+
 func startTime() (int64, error) {
 	return time.Now().Unix() * 1000, nil
 }
diff --git a/tsdb/block_test.go b/tsdb/block_test.go
index 27501bc0fc2..f6823c9c298 100644
--- a/tsdb/block_test.go
+++ b/tsdb/block_test.go
@@ -27,6 +27,7 @@ import (
 	"testing"
 
 	"github.com/go-kit/log"
+	prom_testutil "github.com/prometheus/client_golang/prometheus/testutil"
 	"github.com/stretchr/testify/require"
 
 	"github.com/prometheus/prometheus/model/histogram"
@@ -491,7 +492,7 @@ func createBlockFromHead(tb testing.TB, dir string, head *Head) string {
 func createHead(tb testing.TB, w *wal.WAL, series []storage.Series, chunkDir string) *Head {
 	opts := DefaultHeadOptions()
 	opts.ChunkDirRoot = chunkDir
-	head, err := NewHead(nil, nil, w, opts, nil)
+	head, err := NewHead(nil, nil, w, nil, opts, nil)
 	require.NoError(tb, err)
 
 	ctx := context.Background()
@@ -529,6 +530,66 @@ func createHead(tb testing.TB, w *wal.WAL, series []storage.Series, chunkDir str
 	return head
 }
 
+func createHeadWithOOOSamples(tb testing.TB, w *wal.WAL, series []storage.Series, chunkDir string, oooSampleFrequency int) *Head {
+	opts := DefaultHeadOptions()
+	opts.ChunkDirRoot = chunkDir
+	opts.OutOfOrderTimeWindow.Store(10000000000)
+	head, err := NewHead(nil, nil, w, nil, opts, nil)
+	require.NoError(tb, err)
+
+	oooSampleLabels := make([]labels.Labels, 0, len(series))
+	oooSamples := make([]tsdbutil.SampleSlice, 0, len(series))
+
+	totalSamples := 0
+	app := head.Appender(context.Background())
+	for _, s := range series {
+		ref := storage.SeriesRef(0)
+		it := s.Iterator()
+		lset := s.Labels()
+		os := tsdbutil.SampleSlice{}
+		count := 0
+		for it.Next() == chunkenc.ValFloat {
+			totalSamples++
+			count++
+			t, v := it.At()
+			if count%oooSampleFrequency == 0 {
+				os = append(os, sample{t: t, v: v})
+				continue
+			}
+			ref, err = app.Append(ref, lset, t, v)
+			require.NoError(tb, err)
+		}
+		require.NoError(tb, it.Err())
+		if len(os) > 0 {
+			oooSampleLabels = append(oooSampleLabels, lset)
+			oooSamples = append(oooSamples, os)
+		}
+	}
+	require.NoError(tb, app.Commit())
+
+	oooSamplesAppended := 0
+	require.Equal(tb, float64(0), prom_testutil.ToFloat64(head.metrics.outOfOrderSamplesAppended))
+
+	app = head.Appender(context.Background())
+	for i, lset := range oooSampleLabels {
+		ref := storage.SeriesRef(0)
+		for _, sample := range oooSamples[i] {
+			ref, err = app.Append(ref, lset, sample.T(), sample.V())
+			require.NoError(tb, err)
+			oooSamplesAppended++
+		}
+	}
+	require.NoError(tb, app.Commit())
+
+	actOOOAppended := prom_testutil.ToFloat64(head.metrics.outOfOrderSamplesAppended)
+	require.GreaterOrEqual(tb, actOOOAppended, float64(oooSamplesAppended-len(series)))
+	require.LessOrEqual(tb, actOOOAppended, float64(oooSamplesAppended))
+
+	require.Equal(tb, float64(totalSamples), prom_testutil.ToFloat64(head.metrics.samplesAppended))
+
+	return head
+}
+
 const (
 	defaultLabelName  = "labelName"
 	defaultLabelValue = "labelValue"
diff --git a/tsdb/blockwriter_test.go b/tsdb/blockwriter_test.go
index 72bcbd021a0..e6703b7989a 100644
--- a/tsdb/blockwriter_test.go
+++ b/tsdb/blockwriter_test.go
@@ -35,10 +35,10 @@ func TestBlockWriter(t *testing.T) {
 	// Add some series.
 	app := w.Appender(ctx)
 	ts1, v1 := int64(44), float64(7)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, ts1, v1)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), ts1, v1)
 	require.NoError(t, err)
 	ts2, v2 := int64(55), float64(12)
-	_, err = app.Append(0, labels.Labels{{Name: "c", Value: "d"}}, ts2, v2)
+	_, err = app.Append(0, labels.FromStrings("c", "d"), ts2, v2)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 	id, err := w.Flush(ctx)
diff --git a/tsdb/chunkenc/histogram_test.go b/tsdb/chunkenc/histogram_test.go
index a7b8fbb2092..1a187667c36 100644
--- a/tsdb/chunkenc/histogram_test.go
+++ b/tsdb/chunkenc/histogram_test.go
@@ -330,3 +330,140 @@ func TestHistoChunkAppendable(t *testing.T) {
 		require.True(t, cr)
 	}
 }
+
+func TestAtFloatHistogram(t *testing.T) {
+	input := []histogram.Histogram{
+		{
+			Schema:        0,
+			Count:         21,
+			Sum:           1234.5,
+			ZeroThreshold: 0.001,
+			ZeroCount:     4,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []int64{1, 1, -1, 0, 0, 0, 0},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []int64{1, 1, -1, 1, 0, 0, 0},
+		},
+		{
+			Schema:        0,
+			Count:         36,
+			Sum:           2345.6,
+			ZeroThreshold: 0.001,
+			ZeroCount:     5,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []int64{1, 2, -2, 1, -1, 0, 0},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []int64{1, 3, -2, 5, -2, 0, -3},
+		},
+		{
+			Schema:        0,
+			Count:         36,
+			Sum:           1111.1,
+			ZeroThreshold: 0.001,
+			ZeroCount:     5,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []int64{1, 2, -2, 2, -1, 0, 0},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []int64{1, 3, -2, 5, -1, 0, -3},
+		},
+	}
+
+	expOutput := []*histogram.FloatHistogram{
+		{
+			Schema:        0,
+			Count:         21,
+			Sum:           1234.5,
+			ZeroThreshold: 0.001,
+			ZeroCount:     4,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []float64{1, 2, 1, 1, 1, 1, 1},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []float64{1, 2, 1, 2, 2, 2, 2},
+		},
+		{
+			Schema:        0,
+			Count:         36,
+			Sum:           2345.6,
+			ZeroThreshold: 0.001,
+			ZeroCount:     5,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []float64{1, 3, 1, 2, 1, 1, 1},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []float64{1, 4, 2, 7, 5, 5, 2},
+		},
+		{
+			Schema:        0,
+			Count:         36,
+			Sum:           1111.1,
+			ZeroThreshold: 0.001,
+			ZeroCount:     5,
+			PositiveSpans: []histogram.Span{
+				{Offset: 0, Length: 4},
+				{Offset: 0, Length: 0},
+				{Offset: 0, Length: 3},
+			},
+			PositiveBuckets: []float64{1, 3, 1, 3, 2, 2, 2},
+			NegativeSpans: []histogram.Span{
+				{Offset: 1, Length: 4},
+				{Offset: 2, Length: 0},
+				{Offset: 2, Length: 3},
+			},
+			NegativeBuckets: []float64{1, 4, 2, 7, 6, 6, 3},
+		},
+	}
+
+	chk := NewHistogramChunk()
+	app, err := chk.Appender()
+	require.NoError(t, err)
+	for i := range input {
+		app.AppendHistogram(int64(i), &input[i])
+	}
+	it := chk.Iterator(nil)
+	i := int64(0)
+	for it.Next() != ValNone {
+		ts, h := it.AtFloatHistogram()
+		require.Equal(t, i, ts)
+		require.Equal(t, expOutput[i], h, "histogram %d unequal", i)
+		i++
+	}
+}
diff --git a/tsdb/chunks/chunks_test.go b/tsdb/chunks/chunks_test.go
index 6a4d13db820..affaa4b9f1a 100644
--- a/tsdb/chunks/chunks_test.go
+++ b/tsdb/chunks/chunks_test.go
@@ -23,6 +23,6 @@ func TestReaderWithInvalidBuffer(t *testing.T) {
 	b := realByteSlice([]byte{0x81, 0x81, 0x81, 0x81, 0x81, 0x81})
 	r := &Reader{bs: []ByteSlice{b}}
 
-	_, err := r.Chunk(0)
+	_, err := r.Chunk(Meta{Ref: 0})
 	require.Error(t, err)
 }
diff --git a/tsdb/chunks/head_chunks_test.go b/tsdb/chunks/head_chunks_test.go
index cc4fc2c09ff..0b5bc460d23 100644
--- a/tsdb/chunks/head_chunks_test.go
+++ b/tsdb/chunks/head_chunks_test.go
@@ -58,6 +58,7 @@ func TestChunkDiskMapper_WriteChunk_Chunk_IterateChunks(t *testing.T) {
 		mint, maxt int64
 		numSamples uint16
 		chunk      chunkenc.Chunk
+		isOOO      bool
 	}
 	expectedData := []expectedDataType{}
 
@@ -67,7 +68,7 @@ func TestChunkDiskMapper_WriteChunk_Chunk_IterateChunks(t *testing.T) {
 	for hrw.curFileSequence < 3 || hrw.chkWriter.Buffered() == 0 {
 		addChunks := func(numChunks int) {
 			for i := 0; i < numChunks; i++ {
-				seriesRef, chkRef, mint, maxt, chunk := createChunk(t, totalChunks, hrw)
+				seriesRef, chkRef, mint, maxt, chunk, isOOO := createChunk(t, totalChunks, hrw)
 				totalChunks++
 				expectedData = append(expectedData, expectedDataType{
 					seriesRef:  seriesRef,
@@ -76,6 +77,7 @@ func TestChunkDiskMapper_WriteChunk_Chunk_IterateChunks(t *testing.T) {
 					chunkRef:   chkRef,
 					chunk:      chunk,
 					numSamples: uint16(chunk.NumSamples()),
+					isOOO:      isOOO,
 				})
 
 				if hrw.curFileSequence != 1 {
@@ -147,7 +149,7 @@ func TestChunkDiskMapper_WriteChunk_Chunk_IterateChunks(t *testing.T) {
 	hrw = createChunkDiskMapper(t, dir)
 
 	idx := 0
-	require.NoError(t, hrw.IterateAllChunks(func(seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, numSamples uint16) error {
+	require.NoError(t, hrw.IterateAllChunks(func(seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, numSamples uint16, encoding chunkenc.Encoding) error {
 		t.Helper()
 
 		expData := expectedData[idx]
@@ -156,6 +158,7 @@ func TestChunkDiskMapper_WriteChunk_Chunk_IterateChunks(t *testing.T) {
 		require.Equal(t, expData.maxt, maxt)
 		require.Equal(t, expData.maxt, maxt)
 		require.Equal(t, expData.numSamples, numSamples)
+		require.Equal(t, expData.isOOO, chunkenc.IsOutOfOrderChunk(encoding))
 
 		actChunk, err := hrw.Chunk(expData.chunkRef)
 		require.NoError(t, err)
@@ -178,9 +181,7 @@ func TestChunkDiskMapper_Truncate(t *testing.T) {
 	}()
 
 	timeRange := 0
-	fileTimeStep := 100
-	var thirdFileMinT, sixthFileMinT int64
-	addChunk := func() int {
+	addChunk := func() {
 		t.Helper()
 
 		step := 100
@@ -194,8 +195,6 @@ func TestChunkDiskMapper_Truncate(t *testing.T) {
 		<-awaitCb
 		require.NoError(t, err)
 		timeRange += step
-
-		return mint
 	}
 
 	verifyFiles := func(remainingFiles []int) {
@@ -216,17 +215,12 @@ func TestChunkDiskMapper_Truncate(t *testing.T) {
 	// Create segments 1 to 7.
 	for i := 1; i <= 7; i++ {
 		hrw.CutNewFile()
-		mint := int64(addChunk())
-		if i == 3 {
-			thirdFileMinT = mint
-		} else if i == 6 {
-			sixthFileMinT = mint
-		}
+		addChunk()
 	}
 	verifyFiles([]int{1, 2, 3, 4, 5, 6, 7})
 
 	// Truncating files.
-	require.NoError(t, hrw.Truncate(thirdFileMinT))
+	require.NoError(t, hrw.Truncate(3))
 
 	// Add a chunk to trigger cutting of new file.
 	addChunk()
@@ -245,11 +239,11 @@ func TestChunkDiskMapper_Truncate(t *testing.T) {
 	verifyFiles([]int{3, 4, 5, 6, 7, 8, 9})
 
 	// Truncating files after restart.
-	require.NoError(t, hrw.Truncate(sixthFileMinT))
+	require.NoError(t, hrw.Truncate(6))
 	verifyFiles([]int{6, 7, 8, 9})
 
 	// Truncating a second time without adding a chunk shouldn't create a new file.
-	require.NoError(t, hrw.Truncate(sixthFileMinT+1))
+	require.NoError(t, hrw.Truncate(6))
 	verifyFiles([]int{6, 7, 8, 9})
 
 	// Add a chunk to trigger cutting of new file.
@@ -257,8 +251,12 @@ func TestChunkDiskMapper_Truncate(t *testing.T) {
 
 	verifyFiles([]int{6, 7, 8, 9, 10})
 
+	// Truncation by file number.
+	require.NoError(t, hrw.Truncate(8))
+	verifyFiles([]int{8, 9, 10})
+
 	// Truncating till current time should not delete the current active file.
-	require.NoError(t, hrw.Truncate(int64(timeRange+(2*fileTimeStep))))
+	require.NoError(t, hrw.Truncate(10))
 
 	// Add a chunk to trigger cutting of new file.
 	addChunk()
@@ -335,8 +333,7 @@ func TestChunkDiskMapper_Truncate_PreservesFileSequence(t *testing.T) {
 
 	// Truncating files till 2. It should not delete anything after 3 (inclusive)
 	// though files 4 and 6 are empty.
-	file2Maxt := hrw.mmappedChunkFiles[2].maxt
-	require.NoError(t, hrw.Truncate(file2Maxt+1))
+	require.NoError(t, hrw.Truncate(3))
 	verifyFiles([]int{3, 4, 5, 6})
 
 	// Add chunk, so file 6 is not empty anymore.
@@ -344,8 +341,7 @@ func TestChunkDiskMapper_Truncate_PreservesFileSequence(t *testing.T) {
 	verifyFiles([]int{3, 4, 5, 6})
 
 	// Truncating till file 3 should also delete file 4, because it is empty.
-	file3Maxt := hrw.mmappedChunkFiles[3].maxt
-	require.NoError(t, hrw.Truncate(file3Maxt+1))
+	require.NoError(t, hrw.Truncate(5))
 	addChunk()
 	verifyFiles([]int{5, 6, 7})
 
@@ -381,7 +377,7 @@ func TestHeadReadWriter_TruncateAfterFailedIterateChunks(t *testing.T) {
 	hrw = createChunkDiskMapper(t, dir)
 
 	// Forcefully failing IterateAllChunks.
-	require.Error(t, hrw.IterateAllChunks(func(_ HeadSeriesRef, _ ChunkDiskMapperRef, _, _ int64, _ uint16) error {
+	require.Error(t, hrw.IterateAllChunks(func(_ HeadSeriesRef, _ ChunkDiskMapperRef, _, _ int64, _ uint16, _ chunkenc.Encoding) error {
 		return errors.New("random error")
 	}))
 
@@ -391,9 +387,6 @@ func TestHeadReadWriter_TruncateAfterFailedIterateChunks(t *testing.T) {
 
 func TestHeadReadWriter_ReadRepairOnEmptyLastFile(t *testing.T) {
 	hrw := createChunkDiskMapper(t, "")
-	defer func() {
-		require.NoError(t, hrw.Close())
-	}()
 
 	timeRange := 0
 	addChunk := func() {
@@ -433,34 +426,59 @@ func TestHeadReadWriter_ReadRepairOnEmptyLastFile(t *testing.T) {
 	dir := hrw.dir.Name()
 	require.NoError(t, hrw.Close())
 
-	// Write an empty last file mimicking an abrupt shutdown on file creation.
-	emptyFileName := segmentFile(dir, lastFile+1)
-	f, err := os.OpenFile(emptyFileName, os.O_WRONLY|os.O_CREATE, 0o666)
-	require.NoError(t, err)
-	require.NoError(t, f.Sync())
-	stat, err := f.Stat()
-	require.NoError(t, err)
-	require.Equal(t, int64(0), stat.Size())
-	require.NoError(t, f.Close())
+	writeCorruptLastFile := func(b []byte) {
+		fname := segmentFile(dir, lastFile+1)
+		f, err := os.OpenFile(fname, os.O_WRONLY|os.O_CREATE, 0o666)
+		require.NoError(t, err)
+		_, err = f.Write(b)
+		require.NoError(t, err)
+		require.NoError(t, f.Sync())
+		stat, err := f.Stat()
+		require.NoError(t, err)
+		require.Equal(t, int64(len(b)), stat.Size())
+		require.NoError(t, f.Close())
+	}
 
-	// Open chunk disk mapper again, corrupt file should be removed.
-	hrw = createChunkDiskMapper(t, dir)
+	checkRepair := func() {
+		// Open chunk disk mapper again, corrupt file should be removed.
+		hrw = createChunkDiskMapper(t, dir)
 
-	// Removed from memory.
-	require.Equal(t, 3, len(hrw.mmappedChunkFiles))
-	for idx := range hrw.mmappedChunkFiles {
-		require.LessOrEqual(t, idx, lastFile, "file index is bigger than previous last file")
-	}
+		// Removed from memory.
+		require.Equal(t, 3, len(hrw.mmappedChunkFiles))
+		for idx := range hrw.mmappedChunkFiles {
+			require.LessOrEqual(t, idx, lastFile, "file index is bigger than previous last file")
+		}
 
-	// Removed even from disk.
-	files, err := os.ReadDir(dir)
-	require.NoError(t, err)
-	require.Equal(t, 3, len(files))
-	for _, fi := range files {
-		seq, err := strconv.ParseUint(fi.Name(), 10, 64)
+		// Removed even from disk.
+		files, err := os.ReadDir(dir)
 		require.NoError(t, err)
-		require.LessOrEqual(t, seq, uint64(lastFile), "file index on disk is bigger than previous last file")
+		require.Equal(t, 3, len(files))
+		for _, fi := range files {
+			seq, err := strconv.ParseUint(fi.Name(), 10, 64)
+			require.NoError(t, err)
+			require.LessOrEqual(t, seq, uint64(lastFile), "file index on disk is bigger than previous last file")
+		}
+
+		require.NoError(t, hrw.Close())
 	}
+
+	// Write an empty last file mimicking an abrupt shutdown on file creation.
+	writeCorruptLastFile(nil)
+	// Removes empty last file.
+	checkRepair()
+
+	// Write another empty last file with 0 bytes.
+	writeCorruptLastFile([]byte{0, 0, 0, 0, 0, 0, 0, 0})
+	// Removes the 0 filled last file.
+	checkRepair()
+
+	// Write another corrupt file with less than 4 bytes (size of magic number).
+	writeCorruptLastFile([]byte{1, 2})
+	// Removes the partial file.
+	checkRepair()
+
+	// Check that it does not delete a valid last file.
+	checkRepair()
 }
 
 func createChunkDiskMapper(t *testing.T, dir string) *ChunkDiskMapper {
@@ -471,7 +489,9 @@ func createChunkDiskMapper(t *testing.T, dir string) *ChunkDiskMapper {
 	hrw, err := NewChunkDiskMapper(nil, dir, chunkenc.NewPool(), DefaultWriteBufferSize, writeQueueSize)
 	require.NoError(t, err)
 	require.False(t, hrw.fileMaxtSet)
-	require.NoError(t, hrw.IterateAllChunks(func(_ HeadSeriesRef, _ ChunkDiskMapperRef, _, _ int64, _ uint16) error { return nil }))
+	require.NoError(t, hrw.IterateAllChunks(func(_ HeadSeriesRef, _ ChunkDiskMapperRef, _, _ int64, _ uint16, _ chunkenc.Encoding) error {
+		return nil
+	}))
 	require.True(t, hrw.fileMaxtSet)
 
 	return hrw
@@ -488,13 +508,17 @@ func randomChunk(t *testing.T) chunkenc.Chunk {
 	return chunk
 }
 
-func createChunk(t *testing.T, idx int, hrw *ChunkDiskMapper) (seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, chunk chunkenc.Chunk) {
+func createChunk(t *testing.T, idx int, hrw *ChunkDiskMapper) (seriesRef HeadSeriesRef, chunkRef ChunkDiskMapperRef, mint, maxt int64, chunk chunkenc.Chunk, isOOO bool) {
 	var err error
 	seriesRef = HeadSeriesRef(rand.Int63())
 	mint = int64((idx)*1000 + 1)
 	maxt = int64((idx + 1) * 1000)
 	chunk = randomChunk(t)
 	awaitCb := make(chan struct{})
+	if rand.Intn(2) == 0 {
+		isOOO = true
+		chunk = &chunkenc.OOOXORChunk{XORChunk: chunk.(*chunkenc.XORChunk)}
+	}
 	chunkRef = hrw.WriteChunk(seriesRef, mint, maxt, chunk, func(cbErr error) {
 		require.NoError(t, err)
 		close(awaitCb)
diff --git a/tsdb/compact_test.go b/tsdb/compact_test.go
index 1bb63ae9a1e..a77d070e8c8 100644
--- a/tsdb/compact_test.go
+++ b/tsdb/compact_test.go
@@ -1085,7 +1085,7 @@ func BenchmarkCompactionFromHead(b *testing.B) {
 			opts := DefaultHeadOptions()
 			opts.ChunkRange = 1000
 			opts.ChunkDirRoot = chunkDir
-			h, err := NewHead(nil, nil, nil, opts, nil)
+			h, err := NewHead(nil, nil, nil, nil, opts, nil)
 			require.NoError(b, err)
 			for ln := 0; ln < labelNames; ln++ {
 				app := h.Appender(context.Background())
@@ -1298,7 +1298,7 @@ func TestDeleteCompactionBlockAfterFailedReload(t *testing.T) {
 }
 
 func TestHeadCompactionWithHistograms(t *testing.T) {
-	head, _ := newTestHead(t, DefaultBlockDuration, false)
+	head, _ := newTestHead(t, DefaultBlockDuration, false, false)
 	require.NoError(t, head.Init(0))
 	t.Cleanup(func() {
 		require.NoError(t, head.Close())
@@ -1462,11 +1462,11 @@ func TestSparseHistogramSpaceSavings(t *testing.T) {
 				c.numBuckets,
 			),
 			func(t *testing.T) {
-				oldHead, _ := newTestHead(t, DefaultBlockDuration, false)
+				oldHead, _ := newTestHead(t, DefaultBlockDuration, false, false)
 				t.Cleanup(func() {
 					require.NoError(t, oldHead.Close())
 				})
-				sparseHead, _ := newTestHead(t, DefaultBlockDuration, false)
+				sparseHead, _ := newTestHead(t, DefaultBlockDuration, false, false)
 				t.Cleanup(func() {
 					require.NoError(t, sparseHead.Close())
 				})
diff --git a/tsdb/db_test.go b/tsdb/db_test.go
index e6afccea513..2c87be51416 100644
--- a/tsdb/db_test.go
+++ b/tsdb/db_test.go
@@ -40,6 +40,7 @@ import (
 	"github.com/stretchr/testify/require"
 	"go.uber.org/goleak"
 
+	"github.com/prometheus/prometheus/config"
 	"github.com/prometheus/prometheus/model/histogram"
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/metadata"
@@ -304,7 +305,7 @@ func TestDBAppenderAddRef(t *testing.T) {
 	require.NoError(t, err)
 
 	// Reference should already work before commit.
-	ref2, err := app1.Append(ref1, nil, 124, 1)
+	ref2, err := app1.Append(ref1, labels.EmptyLabels(), 124, 1)
 	require.NoError(t, err)
 	require.Equal(t, ref1, ref2)
 
@@ -314,7 +315,7 @@ func TestDBAppenderAddRef(t *testing.T) {
 	app2 := db.Appender(ctx)
 
 	// first ref should already work in next transaction.
-	ref3, err := app2.Append(ref1, nil, 125, 0)
+	ref3, err := app2.Append(ref1, labels.EmptyLabels(), 125, 0)
 	require.NoError(t, err)
 	require.Equal(t, ref1, ref3)
 
@@ -323,12 +324,12 @@ func TestDBAppenderAddRef(t *testing.T) {
 	require.Equal(t, ref1, ref4)
 
 	// Reference must be valid to add another sample.
-	ref5, err := app2.Append(ref2, nil, 143, 2)
+	ref5, err := app2.Append(ref2, labels.EmptyLabels(), 143, 2)
 	require.NoError(t, err)
 	require.Equal(t, ref1, ref5)
 
 	// Missing labels & invalid refs should fail.
-	_, err = app2.Append(9999999, nil, 1, 1)
+	_, err = app2.Append(9999999, labels.EmptyLabels(), 1, 1)
 	require.Equal(t, ErrInvalidSample, errors.Cause(err))
 
 	require.NoError(t, app2.Commit())
@@ -361,8 +362,8 @@ func TestAppendEmptyLabelsIgnored(t *testing.T) {
 	ref1, err := app1.Append(0, labels.FromStrings("a", "b"), 123, 0)
 	require.NoError(t, err)
 
-	// Construct labels manually so there is an empty label.
-	ref2, err := app1.Append(0, labels.Labels{labels.Label{Name: "a", Value: "b"}, labels.Label{Name: "c", Value: ""}}, 124, 0)
+	// Add with empty label.
+	ref2, err := app1.Append(0, labels.FromStrings("a", "b", "c", ""), 124, 0)
 	require.NoError(t, err)
 
 	// Should be the same series.
@@ -414,7 +415,7 @@ Outer:
 		smpls := make([]float64, numSamples)
 		for i := int64(0); i < numSamples; i++ {
 			smpls[i] = rand.Float64()
-			app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, i, smpls[i])
+			app.Append(0, labels.FromStrings("a", "b"), i, smpls[i])
 		}
 
 		require.NoError(t, app.Commit())
@@ -470,7 +471,7 @@ func TestAmendDatapointCausesError(t *testing.T) {
 
 	ctx := context.Background()
 	app := db.Appender(ctx)
-	_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, 0)
+	_, err := app.Append(0, labels.FromStrings("a", "b"), 0, 0)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
@@ -516,12 +517,12 @@ func TestDuplicateNaNDatapointNoAmendError(t *testing.T) {
 
 	ctx := context.Background()
 	app := db.Appender(ctx)
-	_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, math.NaN())
+	_, err := app.Append(0, labels.FromStrings("a", "b"), 0, math.NaN())
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
 	app = db.Appender(ctx)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, math.NaN())
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 0, math.NaN())
 	require.NoError(t, err)
 }
 
@@ -533,12 +534,12 @@ func TestNonDuplicateNaNDatapointsCausesAmendError(t *testing.T) {
 
 	ctx := context.Background()
 	app := db.Appender(ctx)
-	_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, math.Float64frombits(0x7ff0000000000001))
+	_, err := app.Append(0, labels.FromStrings("a", "b"), 0, math.Float64frombits(0x7ff0000000000001))
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
 	app = db.Appender(ctx)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, math.Float64frombits(0x7ff0000000000002))
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 0, math.Float64frombits(0x7ff0000000000002))
 	require.Equal(t, storage.ErrDuplicateSampleForTimestamp, err)
 }
 
@@ -564,9 +565,9 @@ func TestSkippingInvalidValuesInSameTxn(t *testing.T) {
 	// Append AmendedValue.
 	ctx := context.Background()
 	app := db.Appender(ctx)
-	_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, 1)
+	_, err := app.Append(0, labels.FromStrings("a", "b"), 0, 1)
 	require.NoError(t, err)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 0, 2)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 0, 2)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
@@ -582,9 +583,9 @@ func TestSkippingInvalidValuesInSameTxn(t *testing.T) {
 
 	// Append Out of Order Value.
 	app = db.Appender(ctx)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 10, 3)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 10, 3)
 	require.NoError(t, err)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 7, 5)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 7, 5)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
@@ -703,7 +704,7 @@ func TestDB_SnapshotWithDelete(t *testing.T) {
 	smpls := make([]float64, numSamples)
 	for i := int64(0); i < numSamples; i++ {
 		smpls[i] = rand.Float64()
-		app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, i, smpls[i])
+		app.Append(0, labels.FromStrings("a", "b"), i, smpls[i])
 	}
 
 	require.NoError(t, app.Commit())
@@ -785,7 +786,7 @@ func TestDB_e2e(t *testing.T) {
 		timeInterval  = int64(3)
 	)
 	// Create 8 series with 1000 data-points of different ranges and run queries.
-	lbls := []labels.Labels{
+	lbls := [][]labels.Label{
 		{
 			{Name: "a", Value: "b"},
 			{Name: "instance", Value: "localhost:9090"},
@@ -887,8 +888,9 @@ func TestDB_e2e(t *testing.T) {
 
 	for _, qry := range queries {
 		matched := labels.Slice{}
-		for _, ls := range lbls {
+		for _, l := range lbls {
 			s := labels.Selector(qry.ms)
+			ls := labels.New(l...)
 			if s.Matches(ls) {
 				matched = append(matched, ls)
 			}
@@ -941,7 +943,7 @@ func TestWALFlushedOnDBClose(t *testing.T) {
 
 	dirDb := db.Dir()
 
-	lbls := labels.Labels{labels.Label{Name: "labelname", Value: "labelvalue"}}
+	lbls := labels.FromStrings("labelname", "labelvalue")
 
 	ctx := context.Background()
 	app := db.Appender(ctx)
@@ -1023,10 +1025,10 @@ func TestWALSegmentSizeOptions(t *testing.T) {
 
 			for i := int64(0); i < 155; i++ {
 				app := db.Appender(context.Background())
-				ref, err := app.Append(0, labels.Labels{labels.Label{Name: "wal" + fmt.Sprintf("%d", i), Value: "size"}}, i, rand.Float64())
+				ref, err := app.Append(0, labels.FromStrings("wal"+fmt.Sprintf("%d", i), "size"), i, rand.Float64())
 				require.NoError(t, err)
 				for j := int64(1); j <= 78; j++ {
-					_, err := app.Append(ref, nil, i+j, rand.Float64())
+					_, err := app.Append(ref, labels.EmptyLabels(), i+j, rand.Float64())
 					require.NoError(t, err)
 				}
 				require.NoError(t, app.Commit())
@@ -1136,7 +1138,7 @@ func TestTombstoneClean(t *testing.T) {
 	smpls := make([]float64, numSamples)
 	for i := int64(0); i < numSamples; i++ {
 		smpls[i] = rand.Float64()
-		app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, i, smpls[i])
+		app.Append(0, labels.FromStrings("a", "b"), i, smpls[i])
 	}
 
 	require.NoError(t, app.Commit())
@@ -1230,7 +1232,7 @@ func TestTombstoneCleanResultEmptyBlock(t *testing.T) {
 	smpls := make([]float64, numSamples)
 	for i := int64(0); i < numSamples; i++ {
 		smpls[i] = rand.Float64()
-		app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, i, smpls[i])
+		app.Append(0, labels.FromStrings("a", "b"), i, smpls[i])
 	}
 
 	require.NoError(t, app.Commit())
@@ -1376,6 +1378,7 @@ func intersection(oldBlocks, actualBlocks []string) (intersection []string) {
 }
 
 // mockCompactorFailing creates a new empty block on every write and fails when reached the max allowed total.
+// For CompactOOO, it always fails.
 type mockCompactorFailing struct {
 	t      *testing.T
 	blocks []*Block
@@ -1414,6 +1417,10 @@ func (*mockCompactorFailing) Compact(string, []string, []*Block) (ulid.ULID, err
 	return ulid.ULID{}, nil
 }
 
+func (*mockCompactorFailing) CompactOOO(dest string, oooHead *OOOCompactionHead) (result []ulid.ULID, err error) {
+	return nil, fmt.Errorf("mock compaction failing CompactOOO")
+}
+
 func TestTimeRetention(t *testing.T) {
 	db := openTestDB(t, nil, []int64{1000})
 	defer func() {
@@ -1446,7 +1453,9 @@ func TestTimeRetention(t *testing.T) {
 }
 
 func TestSizeRetention(t *testing.T) {
-	db := openTestDB(t, nil, []int64{100})
+	opts := DefaultOptions()
+	opts.OutOfOrderTimeWindow = 100
+	db := openTestDB(t, opts, []int64{100})
 	defer func() {
 		require.NoError(t, db.Close())
 	}()
@@ -1469,9 +1478,11 @@ func TestSizeRetention(t *testing.T) {
 
 	// Add some data to the WAL.
 	headApp := db.Head().Appender(context.Background())
+	var aSeries labels.Labels
 	for _, m := range headBlocks {
 		series := genSeries(100, 10, m.MinTime, m.MaxTime+1)
 		for _, s := range series {
+			aSeries = s.Labels()
 			it := s.Iterator()
 			for it.Next() == chunkenc.ValFloat {
 				tim, v := it.At()
@@ -1529,6 +1540,26 @@ func TestSizeRetention(t *testing.T) {
 	require.NoError(t, err)
 	require.Equal(t, expSize, actSize, "registered size doesn't match actual disk size")
 
+	// Add some out of order samples to check the size of WBL.
+	headApp = db.Head().Appender(context.Background())
+	for ts := int64(750); ts < 800; ts++ {
+		_, err := headApp.Append(0, aSeries, ts, float64(ts))
+		require.NoError(t, err)
+	}
+	require.NoError(t, headApp.Commit())
+
+	walSize, err = db.Head().wal.Size()
+	require.NoError(t, err)
+	wblSize, err := db.Head().wbl.Size()
+	require.NoError(t, err)
+	require.NotZero(t, wblSize)
+	cdmSize, err = db.Head().chunkDiskMapper.Size()
+	require.NoError(t, err)
+	expSize = blockSize + walSize + wblSize + cdmSize
+	actSize, err = fileutil.DirSize(db.Dir())
+	require.NoError(t, err)
+	require.Equal(t, expSize, actSize, "registered size doesn't match actual disk size")
+
 	// Decrease the max bytes limit so that a delete is triggered.
 	// Check total size, total count and check that the oldest block was deleted.
 	firstBlockSize := db.Blocks()[0].Size()
@@ -1544,8 +1575,8 @@ func TestSizeRetention(t *testing.T) {
 	cdmSize, err = db.Head().chunkDiskMapper.Size()
 	require.NoError(t, err)
 	require.NotZero(t, cdmSize)
-	// Expected size should take into account block size + WAL size
-	expSize = blockSize + walSize + cdmSize
+	// Expected size should take into account block size + WAL size + WBL size
+	expSize = blockSize + walSize + wblSize + cdmSize
 	actRetentionCount := int(prom_testutil.ToFloat64(db.metrics.sizeRetentionCount))
 	actSize, err = fileutil.DirSize(db.Dir())
 	require.NoError(t, err)
@@ -1863,10 +1894,10 @@ func TestQuerierWithBoundaryChunks(t *testing.T) {
 }
 
 // TestInitializeHeadTimestamp ensures that the h.minTime is set properly.
-// 	- no blocks no WAL: set to the time of the first  appended sample
-// 	- no blocks with WAL: set to the smallest sample from the WAL
-//	- with blocks no WAL: set to the last block maxT
-// 	- with blocks with WAL: same as above
+//   - no blocks no WAL: set to the time of the first  appended sample
+//   - no blocks with WAL: set to the smallest sample from the WAL
+//   - with blocks no WAL: set to the last block maxT
+//   - with blocks with WAL: same as above
 func TestInitializeHeadTimestamp(t *testing.T) {
 	t.Run("clean", func(t *testing.T) {
 		dir := t.TempDir()
@@ -2176,8 +2207,9 @@ func TestCorrectNumTombstones(t *testing.T) {
 	}()
 
 	blockRange := db.compactor.(*LeveledCompactor).ranges[0]
-	defaultLabel := labels.FromStrings("foo", "bar")
-	defaultMatcher := labels.MustNewMatcher(labels.MatchEqual, defaultLabel[0].Name, defaultLabel[0].Value)
+	name, value := "foo", "bar"
+	defaultLabel := labels.FromStrings(name, value)
+	defaultMatcher := labels.MustNewMatcher(labels.MatchEqual, name, value)
 
 	ctx := context.Background()
 	app := db.Appender(ctx)
@@ -2208,10 +2240,12 @@ func TestCorrectNumTombstones(t *testing.T) {
 }
 
 // TestBlockRanges checks the following use cases:
-//  - No samples can be added with timestamps lower than the last block maxt.
-//  - The compactor doesn't create overlapping blocks
+//   - No samples can be added with timestamps lower than the last block maxt.
+//   - The compactor doesn't create overlapping blocks
+//
 // even when the last blocks is not within the default boundaries.
-//	- Lower boundary is based on the smallest sample in the head and
+//   - Lower boundary is based on the smallest sample in the head and
+//
 // upper boundary is rounded to the configured block range.
 //
 // This ensures that a snapshot that includes the head and creates a block with a custom time range
@@ -2232,7 +2266,7 @@ func TestBlockRanges(t *testing.T) {
 	rangeToTriggerCompaction := db.compactor.(*LeveledCompactor).ranges[0]/2*3 + 1
 
 	app := db.Appender(ctx)
-	lbl := labels.Labels{{Name: "a", Value: "b"}}
+	lbl := labels.FromStrings("a", "b")
 	_, err = app.Append(0, lbl, firstBlockMaxT-1, rand.Float64())
 	if err == nil {
 		t.Fatalf("appending a sample with a timestamp covered by a previous block shouldn't be possible")
@@ -2791,7 +2825,7 @@ func TestChunkWriter_ReadAfterWrite(t *testing.T) {
 
 			for _, chks := range test.chks {
 				for _, chkExp := range chks {
-					chkAct, err := r.Chunk(chkExp.Ref)
+					chkAct, err := r.Chunk(chkExp)
 					require.NoError(t, err)
 					require.Equal(t, chkExp.Chunk.Bytes(), chkAct.Bytes())
 				}
@@ -2851,7 +2885,7 @@ func TestChunkReader_ConcurrentReads(t *testing.T) {
 			go func(chunk chunks.Meta) {
 				defer wg.Done()
 
-				chkAct, err := r.Chunk(chunk.Ref)
+				chkAct, err := r.Chunk(chunk)
 				require.NoError(t, err)
 				require.Equal(t, chunk.Chunk.Bytes(), chkAct.Bytes())
 			}(chk)
@@ -3082,7 +3116,7 @@ func TestOneCheckpointPerCompactCall(t *testing.T) {
 
 	// Case 1: Lot's of uncompacted data in Head.
 
-	lbls := labels.Labels{labels.Label{Name: "foo_d", Value: "choco_bar"}}
+	lbls := labels.FromStrings("foo_d", "choco_bar")
 	// Append samples spanning 59 block ranges.
 	app := db.Appender(context.Background())
 	for i := int64(0); i < 60; i++ {
@@ -3091,7 +3125,8 @@ func TestOneCheckpointPerCompactCall(t *testing.T) {
 		_, err = app.Append(0, lbls, (blockRange*i)+blockRange/2, rand.Float64())
 		require.NoError(t, err)
 		// Rotate the WAL file so that there is >3 files for checkpoint to happen.
-		require.NoError(t, db.head.wal.NextSegment())
+		_, err = db.head.wal.NextSegment()
+		require.NoError(t, err)
 	}
 	require.NoError(t, app.Commit())
 
@@ -3239,7 +3274,7 @@ func testQuerierShouldNotPanicIfHeadChunkIsTruncatedWhileReadingQueriedChunks(t
 	// Generate the metrics we're going to append.
 	metrics := make([]labels.Labels, 0, numSeries)
 	for i := 0; i < numSeries; i++ {
-		metrics = append(metrics, labels.Labels{{Name: labels.MetricName, Value: fmt.Sprintf("test_%d", i)}})
+		metrics = append(metrics, labels.FromStrings(labels.MetricName, fmt.Sprintf("test_%d", i)))
 	}
 
 	// Push 1 sample every 15s for 2x the block duration period.
@@ -3375,7 +3410,7 @@ func testChunkQuerierShouldNotPanicIfHeadChunkIsTruncatedWhileReadingQueriedChun
 	// Generate the metrics we're going to append.
 	metrics := make([]labels.Labels, 0, numSeries)
 	for i := 0; i < numSeries; i++ {
-		metrics = append(metrics, labels.Labels{{Name: labels.MetricName, Value: fmt.Sprintf("test_%d", i)}})
+		metrics = append(metrics, labels.FromStrings(labels.MetricName, fmt.Sprintf("test_%d", i)))
 	}
 
 	// Push 1 sample every 15s for 2x the block duration period.
@@ -3475,6 +3510,196 @@ func newTestDB(t *testing.T) *DB {
 	return db
 }
 
+func TestOOOWALWrite(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 2
+	opts.OutOfOrderTimeWindow = 30 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	s1, s2 := labels.FromStrings("l", "v1"), labels.FromStrings("l", "v2")
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+
+	appendSample := func(app storage.Appender, l labels.Labels, mins int64) {
+		_, err = app.Append(0, l, minutes(mins), float64(mins))
+		require.NoError(t, err)
+	}
+
+	// Ingest sample at 1h.
+	app := db.Appender(context.Background())
+	appendSample(app, s1, 60)
+	appendSample(app, s2, 60)
+	require.NoError(t, app.Commit())
+
+	// OOO for s1.
+	app = db.Appender(context.Background())
+	appendSample(app, s1, 40)
+	require.NoError(t, app.Commit())
+
+	// OOO for s2.
+	app = db.Appender(context.Background())
+	appendSample(app, s2, 42)
+	require.NoError(t, app.Commit())
+
+	// OOO for both s1 and s2 in the same commit.
+	app = db.Appender(context.Background())
+	appendSample(app, s2, 45)
+	appendSample(app, s1, 35)
+	appendSample(app, s1, 36) // m-maps.
+	appendSample(app, s1, 37)
+	require.NoError(t, app.Commit())
+
+	// OOO for s1 but not for s2 in the same commit.
+	app = db.Appender(context.Background())
+	appendSample(app, s1, 50) // m-maps.
+	appendSample(app, s2, 65)
+	require.NoError(t, app.Commit())
+
+	// Single commit has 2 times m-mapping and more samples after m-map.
+	app = db.Appender(context.Background())
+	appendSample(app, s2, 50) // m-maps.
+	appendSample(app, s2, 51)
+	appendSample(app, s2, 52) // m-maps.
+	appendSample(app, s2, 53)
+	require.NoError(t, app.Commit())
+
+	// The MmapRef in this are not hand calculated, and instead taken from the test run.
+	// What is important here is the order of records, and that MmapRef increases for each record.
+	oooRecords := []interface{}{
+		[]record.RefMmapMarker{
+			{Ref: 1},
+		},
+		[]record.RefSample{
+			{Ref: 1, T: minutes(40), V: 40},
+		},
+
+		[]record.RefMmapMarker{
+			{Ref: 2},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(42), V: 42},
+		},
+
+		[]record.RefSample{
+			{Ref: 2, T: minutes(45), V: 45},
+			{Ref: 1, T: minutes(35), V: 35},
+		},
+		[]record.RefMmapMarker{ // 3rd sample, hence m-mapped.
+			{Ref: 1, MmapRef: 4294967304},
+		},
+		[]record.RefSample{
+			{Ref: 1, T: minutes(36), V: 36},
+			{Ref: 1, T: minutes(37), V: 37},
+		},
+
+		[]record.RefMmapMarker{ // 3rd sample, hence m-mapped.
+			{Ref: 1, MmapRef: 4294967354},
+		},
+		[]record.RefSample{ // Does not contain the in-order sample here.
+			{Ref: 1, T: minutes(50), V: 50},
+		},
+
+		// Single commit but multiple OOO records.
+		[]record.RefMmapMarker{
+			{Ref: 2, MmapRef: 4294967403},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(50), V: 50},
+			{Ref: 2, T: minutes(51), V: 51},
+		},
+		[]record.RefMmapMarker{
+			{Ref: 2, MmapRef: 4294967452},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(52), V: 52},
+			{Ref: 2, T: minutes(53), V: 53},
+		},
+	}
+
+	inOrderRecords := []interface{}{
+		[]record.RefSeries{
+			{Ref: 1, Labels: s1},
+			{Ref: 2, Labels: s2},
+		},
+		[]record.RefSample{
+			{Ref: 1, T: minutes(60), V: 60},
+			{Ref: 2, T: minutes(60), V: 60},
+		},
+		[]record.RefSample{
+			{Ref: 1, T: minutes(40), V: 40},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(42), V: 42},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(45), V: 45},
+			{Ref: 1, T: minutes(35), V: 35},
+			{Ref: 1, T: minutes(36), V: 36},
+			{Ref: 1, T: minutes(37), V: 37},
+		},
+		[]record.RefSample{ // Contains both in-order and ooo sample.
+			{Ref: 1, T: minutes(50), V: 50},
+			{Ref: 2, T: minutes(65), V: 65},
+		},
+		[]record.RefSample{
+			{Ref: 2, T: minutes(50), V: 50},
+			{Ref: 2, T: minutes(51), V: 51},
+			{Ref: 2, T: minutes(52), V: 52},
+			{Ref: 2, T: minutes(53), V: 53},
+		},
+	}
+
+	getRecords := func(walDir string) []interface{} {
+		sr, err := wal.NewSegmentsReader(walDir)
+		require.NoError(t, err)
+		r := wal.NewReader(sr)
+		defer func() {
+			require.NoError(t, sr.Close())
+		}()
+
+		var (
+			records []interface{}
+			dec     record.Decoder
+		)
+		for r.Next() {
+			rec := r.Record()
+			switch typ := dec.Type(rec); typ {
+			case record.Series:
+				series, err := dec.Series(rec, nil)
+				require.NoError(t, err)
+				records = append(records, series)
+			case record.Samples:
+				samples, err := dec.Samples(rec, nil)
+				require.NoError(t, err)
+				records = append(records, samples)
+			case record.MmapMarkers:
+				markers, err := dec.MmapMarkers(rec, nil)
+				require.NoError(t, err)
+				records = append(records, markers)
+			default:
+				t.Fatalf("got a WAL record that is not series or samples: %v", typ)
+			}
+		}
+
+		return records
+	}
+
+	// The normal WAL.
+	actRecs := getRecords(path.Join(dir, "wal"))
+	require.Equal(t, inOrderRecords, actRecs)
+
+	// The OOO WAL.
+	actRecs = getRecords(path.Join(dir, wal.WblDirName))
+	require.Equal(t, oooRecords, actRecs)
+}
+
 // Tests https://github.com/prometheus/prometheus/issues/10291#issuecomment-1044373110.
 func TestDBPanicOnMmappingHeadChunk(t *testing.T) {
 	dir := t.TempDir()
@@ -3606,7 +3831,7 @@ func TestMetadataCheckpointingOnlyKeepsLatestEntry(t *testing.T) {
 
 	ctx := context.Background()
 	numSamples := 10000
-	hb, w := newTestHead(t, int64(numSamples)*10, false)
+	hb, w := newTestHead(t, int64(numSamples)*10, false, false)
 
 	// Add some series so we can append metadata to them.
 	app := hb.Appender(ctx)
@@ -3739,10 +3964,10 @@ func TestMetadataAssertInMemoryData(t *testing.T) {
 	series2 := db.head.series.getByHash(s2.Hash(), s2)
 	series3 := db.head.series.getByHash(s3.Hash(), s3)
 	series4 := db.head.series.getByHash(s4.Hash(), s4)
-	require.Equal(t, series1.meta, m1)
-	require.Equal(t, series2.meta, m2)
-	require.Equal(t, series3.meta, m3)
-	require.Equal(t, series4.meta, metadata.Metadata{})
+	require.Equal(t, *series1.meta, m1)
+	require.Equal(t, *series2.meta, m2)
+	require.Equal(t, *series3.meta, m3)
+	require.Nil(t, series4.meta)
 
 	// Add a replicated metadata entry to the first series,
 	// a changed metadata entry to the second series,
@@ -3760,10 +3985,10 @@ func TestMetadataAssertInMemoryData(t *testing.T) {
 	series2 = db.head.series.getByHash(s2.Hash(), s2)
 	series3 = db.head.series.getByHash(s3.Hash(), s3)
 	series4 = db.head.series.getByHash(s4.Hash(), s4)
-	require.Equal(t, series1.meta, m1)
-	require.Equal(t, series2.meta, m5)
-	require.Equal(t, series3.meta, m3)
-	require.Equal(t, series4.meta, m4)
+	require.Equal(t, *series1.meta, m1)
+	require.Equal(t, *series2.meta, m5)
+	require.Equal(t, *series3.meta, m3)
+	require.Equal(t, *series4.meta, m4)
 
 	require.NoError(t, db.Close())
 
@@ -3778,85 +4003,1852 @@ func TestMetadataAssertInMemoryData(t *testing.T) {
 	_, err = reopenDB.head.wal.Size()
 	require.NoError(t, err)
 
-	require.Equal(t, reopenDB.head.series.getByHash(s1.Hash(), s1).meta, m1)
-	require.Equal(t, reopenDB.head.series.getByHash(s2.Hash(), s2).meta, m5)
-	require.Equal(t, reopenDB.head.series.getByHash(s3.Hash(), s3).meta, m3)
-	require.Equal(t, reopenDB.head.series.getByHash(s4.Hash(), s4).meta, m4)
+	require.Equal(t, *reopenDB.head.series.getByHash(s1.Hash(), s1).meta, m1)
+	require.Equal(t, *reopenDB.head.series.getByHash(s2.Hash(), s2).meta, m5)
+	require.Equal(t, *reopenDB.head.series.getByHash(s3.Hash(), s3).meta, m3)
+	require.Equal(t, *reopenDB.head.series.getByHash(s4.Hash(), s4).meta, m4)
 }
 
-func TestHistogramAppendAndQuery(t *testing.T) {
-	db := openTestDB(t, nil, nil)
-	minute := func(m int) int64 { return int64(m) * time.Minute.Milliseconds() }
+// TODO(codesome): test more samples incoming once compaction has started. To verify new samples after the start
+//
+//	are not included in this compaction.
+func TestOOOCompaction(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 300 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions() // We want to manually call it.
 	t.Cleanup(func() {
 		require.NoError(t, db.Close())
 	})
 
-	ctx := context.Background()
-	appendHistogram := func(lbls labels.Labels, tsMinute int, h *histogram.Histogram, exp *[]tsdbutil.Sample) {
-		t.Helper()
-		app := db.Appender(ctx)
-		_, err := app.AppendHistogram(0, lbls, minute(tsMinute), h)
-		require.NoError(t, err)
+	series1 := labels.FromStrings("foo", "bar1")
+	series2 := labels.FromStrings("foo", "bar2")
+
+	addSample := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			_, err = app.Append(0, series2, ts, float64(2*ts))
+			require.NoError(t, err)
+		}
 		require.NoError(t, app.Commit())
-		*exp = append(*exp, sample{t: minute(tsMinute), h: h.Copy()})
 	}
-	appendFloat := func(lbls labels.Labels, tsMinute int, val float64, exp *[]tsdbutil.Sample) {
-		t.Helper()
-		app := db.Appender(ctx)
-		_, err := app.Append(0, lbls, minute(tsMinute), val)
+
+	// Add an in-order samples.
+	addSample(250, 350)
+
+	// Verify that the in-memory ooo chunk is empty.
+	checkEmptyOOOChunk := func(lbls labels.Labels) {
+		ms, created, err := db.head.getOrCreate(lbls.Hash(), lbls)
+		require.NoError(t, err)
+		require.False(t, created)
+		require.Nil(t, ms.oooHeadChunk)
+		require.Equal(t, 0, len(ms.oooMmappedChunks))
+	}
+	checkEmptyOOOChunk(series1)
+	checkEmptyOOOChunk(series2)
+
+	// Add ooo samples that creates multiple chunks.
+	// 90 to 300 spans across 3 block ranges: [0, 120), [120, 240), [240, 360)
+	addSample(90, 310)
+	// Adding same samples to create overlapping chunks.
+	// Since the active chunk won't start at 90 again, all the new
+	// chunks will have different time ranges than the previous chunks.
+	addSample(90, 310)
+
+	verifyDBSamples := func() {
+		var series1Samples, series2Samples []tsdbutil.Sample
+		for _, r := range [][2]int64{{90, 119}, {120, 239}, {240, 350}} {
+			fromMins, toMins := r[0], r[1]
+			for min := fromMins; min <= toMins; min++ {
+				ts := min * time.Minute.Milliseconds()
+				series1Samples = append(series1Samples, sample{ts, float64(ts), nil, nil})
+				series2Samples = append(series2Samples, sample{ts, float64(2 * ts), nil, nil})
+			}
+		}
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): series1Samples,
+			series2.String(): series2Samples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	verifyDBSamples() // Before any compaction.
+
+	// Verify that the in-memory ooo chunk is not empty.
+	checkNonEmptyOOOChunk := func(lbls labels.Labels) {
+		ms, created, err := db.head.getOrCreate(lbls.Hash(), lbls)
+		require.NoError(t, err)
+		require.False(t, created)
+		require.Greater(t, ms.oooHeadChunk.chunk.NumSamples(), 0)
+		require.Equal(t, 14, len(ms.oooMmappedChunks)) // 7 original, 7 duplicate.
+	}
+	checkNonEmptyOOOChunk(series1)
+	checkNonEmptyOOOChunk(series2)
+
+	// No blocks before compaction.
+	require.Equal(t, len(db.Blocks()), 0)
+
+	// There is a 0th WBL file.
+	require.NoError(t, db.head.wbl.Sync()) // syncing to make sure wbl is flushed in windows
+	files, err := os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+	require.Equal(t, "00000000", files[0].Name())
+	f, err := files[0].Info()
+	require.NoError(t, err)
+	require.Greater(t, f.Size(), int64(100))
+
+	// OOO compaction happens here.
+	require.NoError(t, db.CompactOOOHead())
+
+	// 3 blocks exist now. [0, 120), [120, 240), [240, 360)
+	require.Equal(t, len(db.Blocks()), 3)
+
+	verifyDBSamples() // Blocks created out of OOO head now.
+
+	// 0th WBL file will be deleted and 1st will be the only present.
+	files, err = os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+	require.Equal(t, "00000001", files[0].Name())
+	f, err = files[0].Info()
+	require.NoError(t, err)
+	require.Equal(t, int64(0), f.Size())
+
+	// OOO stuff should not be present in the Head now.
+	checkEmptyOOOChunk(series1)
+	checkEmptyOOOChunk(series2)
+
+	verifySamples := func(block *Block, fromMins, toMins int64) {
+		series1Samples := make([]tsdbutil.Sample, 0, toMins-fromMins+1)
+		series2Samples := make([]tsdbutil.Sample, 0, toMins-fromMins+1)
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			series1Samples = append(series1Samples, sample{ts, float64(ts), nil, nil})
+			series2Samples = append(series2Samples, sample{ts, float64(2 * ts), nil, nil})
+		}
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): series1Samples,
+			series2.String(): series2Samples,
+		}
+
+		q, err := NewBlockQuerier(block, math.MinInt64, math.MaxInt64)
 		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	// Checking for expected data in the blocks.
+	verifySamples(db.Blocks()[0], 90, 119)
+	verifySamples(db.Blocks()[1], 120, 239)
+	verifySamples(db.Blocks()[2], 240, 310)
+
+	// There should be a single m-map file.
+	mmapDir := mmappedChunksDir(db.head.opts.ChunkDirRoot)
+	files, err = os.ReadDir(mmapDir)
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+
+	// Compact the in-order head and expect another block.
+	// Since this is a forced compaction, this block is not aligned with 2h.
+	err = db.CompactHead(NewRangeHead(db.head, 250*time.Minute.Milliseconds(), 350*time.Minute.Milliseconds()))
+	require.NoError(t, err)
+	require.Equal(t, len(db.Blocks()), 4) // [0, 120), [120, 240), [240, 360), [250, 351)
+	verifySamples(db.Blocks()[3], 250, 350)
+
+	verifyDBSamples() // Blocks created out of normal and OOO head now. But not merged.
+
+	// The compaction also clears out the old m-map files. Including
+	// the file that has ooo chunks.
+	files, err = os.ReadDir(mmapDir)
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+	require.Equal(t, "000001", files[0].Name())
+
+	// This will merge overlapping block.
+	require.NoError(t, db.Compact())
+
+	require.Equal(t, len(db.Blocks()), 3) // [0, 120), [120, 240), [240, 360)
+	verifySamples(db.Blocks()[0], 90, 119)
+	verifySamples(db.Blocks()[1], 120, 239)
+	verifySamples(db.Blocks()[2], 240, 350) // Merged block.
+
+	verifyDBSamples() // Final state. Blocks from normal and OOO head are merged.
+}
+
+// TestOOOCompactionWithNormalCompaction tests if OOO compaction is performed
+// when the normal head's compaction is done.
+func TestOOOCompactionWithNormalCompaction(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 300 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions() // We want to manually call it.
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	series2 := labels.FromStrings("foo", "bar2")
+
+	addSamples := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			_, err = app.Append(0, series2, ts, float64(2*ts))
+			require.NoError(t, err)
+		}
 		require.NoError(t, app.Commit())
-		*exp = append(*exp, sample{t: minute(tsMinute), v: val})
 	}
 
-	testQuery := func(name, value string, exp map[string][]tsdbutil.Sample) {
-		t.Helper()
-		q, err := db.Querier(ctx, math.MinInt64, math.MaxInt64)
+	// Add an in-order samples.
+	addSamples(250, 350)
+
+	// Add ooo samples that will result into a single block.
+	addSamples(90, 110)
+
+	// Checking that ooo chunk is not empty.
+	for _, lbls := range []labels.Labels{series1, series2} {
+		ms, created, err := db.head.getOrCreate(lbls.Hash(), lbls)
 		require.NoError(t, err)
-		act := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, name, value))
-		require.Equal(t, exp, act)
+		require.False(t, created)
+		require.Greater(t, ms.oooHeadChunk.chunk.NumSamples(), 0)
 	}
 
-	baseH := &histogram.Histogram{
-		Count:         11,
-		ZeroCount:     4,
-		ZeroThreshold: 0.001,
-		Sum:           35.5,
-		Schema:        1,
-		PositiveSpans: []histogram.Span{
-			{Offset: 0, Length: 2},
-			{Offset: 2, Length: 2},
+	// If the normal Head is not compacted, the OOO head compaction does not take place.
+	require.NoError(t, db.Compact())
+	require.Equal(t, len(db.Blocks()), 0)
+
+	// Add more in-order samples in future that would trigger the compaction.
+	addSamples(400, 450)
+
+	// No blocks before compaction.
+	require.Equal(t, len(db.Blocks()), 0)
+
+	// Compacts normal and OOO head.
+	require.NoError(t, db.Compact())
+
+	// 2 blocks exist now. [0, 120), [250, 360)
+	require.Equal(t, len(db.Blocks()), 2)
+	require.Equal(t, int64(0), db.Blocks()[0].MinTime())
+	require.Equal(t, 120*time.Minute.Milliseconds(), db.Blocks()[0].MaxTime())
+	require.Equal(t, 250*time.Minute.Milliseconds(), db.Blocks()[1].MinTime())
+	require.Equal(t, 360*time.Minute.Milliseconds(), db.Blocks()[1].MaxTime())
+
+	// Checking that ooo chunk is empty.
+	for _, lbls := range []labels.Labels{series1, series2} {
+		ms, created, err := db.head.getOrCreate(lbls.Hash(), lbls)
+		require.NoError(t, err)
+		require.False(t, created)
+		require.Nil(t, ms.oooHeadChunk)
+		require.Equal(t, 0, len(ms.oooMmappedChunks))
+	}
+
+	verifySamples := func(block *Block, fromMins, toMins int64) {
+		series1Samples := make([]tsdbutil.Sample, 0, toMins-fromMins+1)
+		series2Samples := make([]tsdbutil.Sample, 0, toMins-fromMins+1)
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			series1Samples = append(series1Samples, sample{ts, float64(ts), nil, nil})
+			series2Samples = append(series2Samples, sample{ts, float64(2 * ts), nil, nil})
+		}
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): series1Samples,
+			series2.String(): series2Samples,
+		}
+
+		q, err := NewBlockQuerier(block, math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	// Checking for expected data in the blocks.
+	verifySamples(db.Blocks()[0], 90, 110)
+	verifySamples(db.Blocks()[1], 250, 350)
+}
+
+func Test_Querier_OOOQuery(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 24 * time.Hour.Milliseconds()
+	opts.AllowOverlappingCompaction = false
+
+	series1 := labels.FromStrings("foo", "bar1")
+
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+	addSample := func(db *DB, fromMins, toMins, queryMinT, queryMaxT int64, expSamples []tsdbutil.Sample) ([]tsdbutil.Sample, int) {
+		app := db.Appender(context.Background())
+		totalAppended := 0
+		for min := fromMins; min <= toMins; min += time.Minute.Milliseconds() {
+			_, err := app.Append(0, series1, min, float64(min))
+			if min >= queryMinT && min <= queryMaxT {
+				expSamples = append(expSamples, sample{t: min, v: float64(min)})
+			}
+			require.NoError(t, err)
+			totalAppended++
+		}
+		require.NoError(t, app.Commit())
+		return expSamples, totalAppended
+	}
+
+	tests := []struct {
+		name        string
+		queryMinT   int64
+		queryMaxT   int64
+		inOrderMinT int64
+		inOrderMaxT int64
+		oooMinT     int64
+		oooMaxT     int64
+	}{
+		{
+			name:        "query interval covering ooomint and inordermaxt returns all ingested samples",
+			queryMinT:   minutes(0),
+			queryMaxT:   minutes(200),
+			inOrderMinT: minutes(100),
+			inOrderMaxT: minutes(200),
+			oooMinT:     minutes(0),
+			oooMaxT:     minutes(99),
 		},
-		PositiveBuckets: []int64{1, 1, -1, 0},
-		NegativeSpans: []histogram.Span{
-			{Offset: 0, Length: 1},
-			{Offset: 1, Length: 2},
+		{
+			name:        "partial query interval returns only samples within interval",
+			queryMinT:   minutes(20),
+			queryMaxT:   minutes(180),
+			inOrderMinT: minutes(100),
+			inOrderMaxT: minutes(200),
+			oooMinT:     minutes(0),
+			oooMaxT:     minutes(99),
 		},
-		NegativeBuckets: []int64{1, 2, -1},
 	}
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			db := openTestDB(t, opts, nil)
+			db.DisableCompactions()
+			defer func() {
+				require.NoError(t, db.Close())
+			}()
 
-	var (
-		series1                = labels.FromStrings("foo", "bar1")
-		series2                = labels.FromStrings("foo", "bar2")
-		series3                = labels.FromStrings("foo", "bar3")
-		series4                = labels.FromStrings("foo", "bar4")
-		exp1, exp2, exp3, exp4 []tsdbutil.Sample
-	)
+			var expSamples []tsdbutil.Sample
 
-	// TODO(codesome): test everything for negative buckets as well.
-	t.Run("series with only histograms", func(t *testing.T) {
-		h := baseH.Copy() // This is shared across all sub tests.
+			// Add in-order samples.
+			expSamples, _ = addSample(db, tc.inOrderMinT, tc.inOrderMaxT, tc.queryMinT, tc.queryMaxT, expSamples)
 
-		appendHistogram(series1, 100, h.Copy(), &exp1)
-		testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
+			// Add out-of-order samples.
+			expSamples, oooSamples := addSample(db, tc.oooMinT, tc.oooMaxT, tc.queryMinT, tc.queryMaxT, expSamples)
 
-		h.PositiveBuckets[0]++
-		h.NegativeBuckets[0] += 2
-		h.Count += 10
-		appendHistogram(series1, 101, h.Copy(), &exp1)
-		testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
+			sort.Slice(expSamples, func(i, j int) bool {
+				return expSamples[i].T() < expSamples[j].T()
+			})
 
-		t.Run("changing schema", func(t *testing.T) {
+			querier, err := db.Querier(context.TODO(), tc.queryMinT, tc.queryMaxT)
+			require.NoError(t, err)
+			defer querier.Close()
+
+			seriesSet := query(t, querier, labels.MustNewMatcher(labels.MatchEqual, "foo", "bar1"))
+			require.NotNil(t, seriesSet[series1.String()])
+			require.Equal(t, 1, len(seriesSet))
+			require.Equal(t, expSamples, seriesSet[series1.String()])
+			require.GreaterOrEqual(t, float64(oooSamples), prom_testutil.ToFloat64(db.head.metrics.outOfOrderSamplesAppended), "number of ooo appended samples mismatch")
+		})
+	}
+}
+
+func Test_ChunkQuerier_OOOQuery(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 24 * time.Hour.Milliseconds()
+	opts.AllowOverlappingCompaction = false
+
+	series1 := labels.FromStrings("foo", "bar1")
+
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+	addSample := func(db *DB, fromMins, toMins, queryMinT, queryMaxT int64, expSamples []tsdbutil.Sample) ([]tsdbutil.Sample, int) {
+		app := db.Appender(context.Background())
+		totalAppended := 0
+		for min := fromMins; min <= toMins; min += time.Minute.Milliseconds() {
+			_, err := app.Append(0, series1, min, float64(min))
+			if min >= queryMinT && min <= queryMaxT {
+				expSamples = append(expSamples, sample{t: min, v: float64(min)})
+			}
+			require.NoError(t, err)
+			totalAppended++
+		}
+		require.NoError(t, app.Commit())
+		return expSamples, totalAppended
+	}
+
+	tests := []struct {
+		name        string
+		queryMinT   int64
+		queryMaxT   int64
+		inOrderMinT int64
+		inOrderMaxT int64
+		oooMinT     int64
+		oooMaxT     int64
+	}{
+		{
+			name:        "query interval covering ooomint and inordermaxt returns all ingested samples",
+			queryMinT:   minutes(0),
+			queryMaxT:   minutes(200),
+			inOrderMinT: minutes(100),
+			inOrderMaxT: minutes(200),
+			oooMinT:     minutes(0),
+			oooMaxT:     minutes(99),
+		},
+		{
+			name:        "partial query interval returns only samples within interval",
+			queryMinT:   minutes(20),
+			queryMaxT:   minutes(180),
+			inOrderMinT: minutes(100),
+			inOrderMaxT: minutes(200),
+			oooMinT:     minutes(0),
+			oooMaxT:     minutes(99),
+		},
+	}
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			db := openTestDB(t, opts, nil)
+			db.DisableCompactions()
+			defer func() {
+				require.NoError(t, db.Close())
+			}()
+
+			var expSamples []tsdbutil.Sample
+
+			// Add in-order samples.
+			expSamples, _ = addSample(db, tc.inOrderMinT, tc.inOrderMaxT, tc.queryMinT, tc.queryMaxT, expSamples)
+
+			// Add out-of-order samples.
+			expSamples, oooSamples := addSample(db, tc.oooMinT, tc.oooMaxT, tc.queryMinT, tc.queryMaxT, expSamples)
+
+			sort.Slice(expSamples, func(i, j int) bool {
+				return expSamples[i].T() < expSamples[j].T()
+			})
+
+			querier, err := db.ChunkQuerier(context.TODO(), tc.queryMinT, tc.queryMaxT)
+			require.NoError(t, err)
+			defer querier.Close()
+
+			chks := queryChunks(t, querier, labels.MustNewMatcher(labels.MatchEqual, "foo", "bar1"))
+			require.NotNil(t, chks[series1.String()])
+			require.Equal(t, 1, len(chks))
+			require.Equal(t, float64(oooSamples), prom_testutil.ToFloat64(db.head.metrics.outOfOrderSamplesAppended), "number of ooo appended samples mismatch")
+			var gotSamples []tsdbutil.Sample
+			for _, chunk := range chks[series1.String()] {
+				it := chunk.Chunk.Iterator(nil)
+				for it.Next() == chunkenc.ValFloat {
+					ts, v := it.At()
+					gotSamples = append(gotSamples, sample{t: ts, v: v})
+				}
+			}
+			require.Equal(t, expSamples, gotSamples)
+		})
+	}
+}
+
+func TestOOOAppendAndQuery(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 4 * time.Hour.Milliseconds()
+
+	db := openTestDB(t, opts, nil)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	s1 := labels.FromStrings("foo", "bar1")
+	s2 := labels.FromStrings("foo", "bar2")
+
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+	appendedSamples := make(map[string][]tsdbutil.Sample)
+	totalSamples := 0
+	addSample := func(lbls labels.Labels, fromMins, toMins int64, faceError bool) {
+		app := db.Appender(context.Background())
+		key := lbls.String()
+		from, to := minutes(fromMins), minutes(toMins)
+		for min := from; min <= to; min += time.Minute.Milliseconds() {
+			val := rand.Float64()
+			_, err := app.Append(0, lbls, min, val)
+			if faceError {
+				require.Error(t, err)
+			} else {
+				require.NoError(t, err)
+				appendedSamples[key] = append(appendedSamples[key], sample{t: min, v: val})
+				totalSamples++
+			}
+		}
+		if faceError {
+			require.NoError(t, app.Rollback())
+		} else {
+			require.NoError(t, app.Commit())
+		}
+	}
+
+	testQuery := func(from, to int64) {
+		querier, err := db.Querier(context.TODO(), from, to)
+		require.NoError(t, err)
+
+		seriesSet := query(t, querier, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar."))
+
+		for k, v := range appendedSamples {
+			sort.Slice(v, func(i, j int) bool {
+				return v[i].T() < v[j].T()
+			})
+			appendedSamples[k] = v
+		}
+
+		expSamples := make(map[string][]tsdbutil.Sample)
+		for k, samples := range appendedSamples {
+			for _, s := range samples {
+				if s.T() < from {
+					continue
+				}
+				if s.T() > to {
+					continue
+				}
+				expSamples[k] = append(expSamples[k], s)
+			}
+		}
+		require.Equal(t, expSamples, seriesSet)
+		require.Equal(t, float64(totalSamples-2), prom_testutil.ToFloat64(db.head.metrics.outOfOrderSamplesAppended), "number of ooo appended samples mismatch")
+	}
+
+	verifyOOOMinMaxTimes := func(expMin, expMax int64) {
+		require.Equal(t, minutes(expMin), db.head.MinOOOTime())
+		require.Equal(t, minutes(expMax), db.head.MaxOOOTime())
+	}
+
+	// In-order samples.
+	addSample(s1, 300, 300, false)
+	addSample(s2, 290, 290, false)
+	require.Equal(t, float64(2), prom_testutil.ToFloat64(db.head.metrics.chunksCreated))
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// Some ooo samples.
+	addSample(s1, 250, 260, false)
+	addSample(s2, 255, 265, false)
+	verifyOOOMinMaxTimes(250, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+	testQuery(minutes(250), minutes(265)) // Test querying ono data time range
+	testQuery(minutes(290), minutes(300)) // Test querying in-order data time range
+	testQuery(minutes(250), minutes(300)) // Test querying the entire range
+
+	// Out of time window.
+	addSample(s1, 59, 59, true)
+	addSample(s2, 49, 49, true)
+	verifyOOOMinMaxTimes(250, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// At the edge of time window, also it would be "out of bound" without the ooo support.
+	addSample(s1, 60, 65, false)
+	verifyOOOMinMaxTimes(60, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// This sample is not within the time window w.r.t. the head's maxt, but it is within the window
+	// w.r.t. the series' maxt. But we consider only head's maxt.
+	addSample(s2, 59, 59, true)
+	verifyOOOMinMaxTimes(60, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// Now the sample is within time window w.r.t. the head's maxt.
+	addSample(s2, 60, 65, false)
+	verifyOOOMinMaxTimes(60, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// Out of time window again.
+	addSample(s1, 59, 59, true)
+	addSample(s2, 49, 49, true)
+	testQuery(math.MinInt64, math.MaxInt64)
+
+	// Generating some m-map chunks. The m-map chunks here are in such a way
+	// that when sorted w.r.t. mint, the last chunk's maxt is not the overall maxt
+	// of the merged chunk. This tests a bug fixed in https://github.com/grafana/mimir-prometheus/pull/238/.
+	require.Equal(t, float64(4), prom_testutil.ToFloat64(db.head.metrics.chunksCreated))
+	addSample(s1, 180, 249, false)
+	require.Equal(t, float64(6), prom_testutil.ToFloat64(db.head.metrics.chunksCreated))
+	verifyOOOMinMaxTimes(60, 265)
+	testQuery(math.MinInt64, math.MaxInt64)
+}
+
+func TestOOODisabled(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderTimeWindow = 0
+	db := openTestDB(t, opts, nil)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	s1 := labels.FromStrings("foo", "bar1")
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+	expSamples := make(map[string][]tsdbutil.Sample)
+	totalSamples := 0
+	failedSamples := 0
+	addSample := func(lbls labels.Labels, fromMins, toMins int64, faceError bool) {
+		app := db.Appender(context.Background())
+		key := lbls.String()
+		from, to := minutes(fromMins), minutes(toMins)
+		for min := from; min <= to; min += time.Minute.Milliseconds() {
+			val := rand.Float64()
+			_, err := app.Append(0, lbls, min, val)
+			if faceError {
+				require.Error(t, err)
+				failedSamples++
+			} else {
+				require.NoError(t, err)
+				expSamples[key] = append(expSamples[key], sample{t: min, v: val})
+				totalSamples++
+			}
+		}
+		if faceError {
+			require.NoError(t, app.Rollback())
+		} else {
+			require.NoError(t, app.Commit())
+		}
+	}
+
+	addSample(s1, 300, 300, false) // In-order samples.
+	addSample(s1, 250, 260, true)  // Some ooo samples.
+	addSample(s1, 59, 59, true)    // Out of time window.
+	addSample(s1, 60, 65, true)    // At the edge of time window, also it would be "out of bound" without the ooo support.
+	addSample(s1, 59, 59, true)    // Out of time window again.
+	addSample(s1, 301, 310, false) // More in-order samples.
+
+	querier, err := db.Querier(context.TODO(), math.MinInt64, math.MaxInt64)
+	require.NoError(t, err)
+
+	seriesSet := query(t, querier, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar."))
+	require.Equal(t, expSamples, seriesSet)
+	require.Equal(t, float64(0), prom_testutil.ToFloat64(db.head.metrics.outOfOrderSamplesAppended), "number of ooo appended samples mismatch")
+	require.Equal(t, float64(failedSamples),
+		prom_testutil.ToFloat64(db.head.metrics.outOfOrderSamples.WithLabelValues(sampleMetricTypeFloat))+prom_testutil.ToFloat64(db.head.metrics.outOfBoundSamples.WithLabelValues(sampleMetricTypeFloat)),
+		"number of ooo/oob samples mismatch")
+
+	// Verifying that no OOO artifacts were generated.
+	_, err = os.ReadDir(path.Join(db.Dir(), wal.WblDirName))
+	require.True(t, os.IsNotExist(err))
+
+	ms, created, err := db.head.getOrCreate(s1.Hash(), s1)
+	require.NoError(t, err)
+	require.False(t, created)
+	require.NotNil(t, ms)
+	require.Nil(t, ms.oooHeadChunk)
+	require.Len(t, ms.oooMmappedChunks, 0)
+}
+
+func TestWBLAndMmapReplay(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 4 * time.Hour.Milliseconds()
+
+	db := openTestDB(t, opts, nil)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	s1 := labels.FromStrings("foo", "bar1")
+
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+	expSamples := make(map[string][]tsdbutil.Sample)
+	totalSamples := 0
+	addSample := func(lbls labels.Labels, fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		key := lbls.String()
+		from, to := minutes(fromMins), minutes(toMins)
+		for min := from; min <= to; min += time.Minute.Milliseconds() {
+			val := rand.Float64()
+			_, err := app.Append(0, lbls, min, val)
+			require.NoError(t, err)
+			expSamples[key] = append(expSamples[key], sample{t: min, v: val})
+			totalSamples++
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	testQuery := func(exp map[string][]tsdbutil.Sample) {
+		querier, err := db.Querier(context.TODO(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		seriesSet := query(t, querier, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar."))
+
+		for k, v := range exp {
+			sort.Slice(v, func(i, j int) bool {
+				return v[i].T() < v[j].T()
+			})
+			exp[k] = v
+		}
+		require.Equal(t, exp, seriesSet)
+	}
+
+	// In-order samples.
+	addSample(s1, 300, 300)
+	require.Equal(t, float64(1), prom_testutil.ToFloat64(db.head.metrics.chunksCreated))
+
+	// Some ooo samples.
+	addSample(s1, 250, 260)
+	addSample(s1, 195, 249) // This creates some m-map chunks.
+	require.Equal(t, float64(4), prom_testutil.ToFloat64(db.head.metrics.chunksCreated))
+	testQuery(expSamples)
+	oooMint, oooMaxt := minutes(195), minutes(260)
+
+	// Collect the samples only present in the ooo m-map chunks.
+	ms, created, err := db.head.getOrCreate(s1.Hash(), s1)
+	require.False(t, created)
+	require.NoError(t, err)
+	var s1MmapSamples []tsdbutil.Sample
+	for _, mc := range ms.oooMmappedChunks {
+		chk, err := db.head.chunkDiskMapper.Chunk(mc.ref)
+		require.NoError(t, err)
+		it := chk.Iterator(nil)
+		for it.Next() == chunkenc.ValFloat {
+			ts, val := it.At()
+			s1MmapSamples = append(s1MmapSamples, sample{t: ts, v: val})
+		}
+	}
+	require.Greater(t, len(s1MmapSamples), 0)
+
+	require.NoError(t, db.Close())
+
+	// Making a copy of original state of WBL and Mmap files to use it later.
+	mmapDir := mmappedChunksDir(db.head.opts.ChunkDirRoot)
+	wblDir := db.head.wbl.Dir()
+	originalWblDir := filepath.Join(t.TempDir(), "original_wbl")
+	originalMmapDir := filepath.Join(t.TempDir(), "original_mmap")
+	require.NoError(t, fileutil.CopyDirs(wblDir, originalWblDir))
+	require.NoError(t, fileutil.CopyDirs(mmapDir, originalMmapDir))
+	resetWBLToOriginal := func() {
+		require.NoError(t, os.RemoveAll(wblDir))
+		require.NoError(t, fileutil.CopyDirs(originalWblDir, wblDir))
+	}
+	resetMmapToOriginal := func() {
+		require.NoError(t, os.RemoveAll(mmapDir))
+		require.NoError(t, fileutil.CopyDirs(originalMmapDir, mmapDir))
+	}
+
+	t.Run("Restart DB with both WBL and M-map files for ooo data", func(t *testing.T) {
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		testQuery(expSamples)
+		require.NoError(t, db.Close())
+	})
+
+	t.Run("Restart DB with only WBL for ooo data", func(t *testing.T) {
+		require.NoError(t, os.RemoveAll(mmapDir))
+
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		testQuery(expSamples)
+		require.NoError(t, db.Close())
+	})
+
+	t.Run("Restart DB with only M-map files for ooo data", func(t *testing.T) {
+		require.NoError(t, os.RemoveAll(wblDir))
+		resetMmapToOriginal()
+
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		inOrderSample := expSamples[s1.String()][len(expSamples[s1.String()])-1]
+		testQuery(map[string][]tsdbutil.Sample{
+			s1.String(): append(s1MmapSamples, inOrderSample),
+		})
+		require.NoError(t, db.Close())
+	})
+
+	t.Run("Restart DB with WBL+Mmap while increasing the OOOCapMax", func(t *testing.T) {
+		resetWBLToOriginal()
+		resetMmapToOriginal()
+
+		opts.OutOfOrderCapMax = 60
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		testQuery(expSamples)
+		require.NoError(t, db.Close())
+	})
+
+	t.Run("Restart DB with WBL+Mmap while decreasing the OOOCapMax", func(t *testing.T) {
+		resetMmapToOriginal() // We need to reset because new duplicate chunks can be written above.
+
+		opts.OutOfOrderCapMax = 10
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		testQuery(expSamples)
+		require.NoError(t, db.Close())
+	})
+
+	t.Run("Restart DB with WBL+Mmap while having no m-map markers in WBL", func(t *testing.T) {
+		resetMmapToOriginal() // We neet to reset because new duplicate chunks can be written above.
+
+		// Removing m-map markers in WBL by rewriting it.
+		newWbl, err := wal.New(log.NewNopLogger(), nil, filepath.Join(t.TempDir(), "new_wbl"), false)
+		require.NoError(t, err)
+		sr, err := wal.NewSegmentsReader(originalWblDir)
+		require.NoError(t, err)
+		var dec record.Decoder
+		r, markers, addedRecs := wal.NewReader(sr), 0, 0
+		for r.Next() {
+			rec := r.Record()
+			if dec.Type(rec) == record.MmapMarkers {
+				markers++
+				continue
+			}
+			addedRecs++
+			require.NoError(t, newWbl.Log(rec))
+		}
+		require.Greater(t, markers, 0)
+		require.Greater(t, addedRecs, 0)
+		require.NoError(t, newWbl.Close())
+		require.NoError(t, sr.Close())
+		require.NoError(t, os.RemoveAll(wblDir))
+		require.NoError(t, os.Rename(newWbl.Dir(), wblDir))
+
+		opts.OutOfOrderCapMax = 30
+		db, err = Open(db.dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		require.Equal(t, oooMint, db.head.MinOOOTime())
+		require.Equal(t, oooMaxt, db.head.MaxOOOTime())
+		testQuery(expSamples)
+	})
+}
+
+func TestOOOCompactionFailure(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 300 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions() // We want to manually call it.
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+
+	addSample := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// Add an in-order samples.
+	addSample(250, 350)
+
+	// Add ooo samples that creates multiple chunks.
+	addSample(90, 310)
+
+	// No blocks before compaction.
+	require.Equal(t, len(db.Blocks()), 0)
+
+	// There is a 0th WBL file.
+	verifyFirstWBLFileIs0 := func(count int) {
+		require.NoError(t, db.head.wbl.Sync()) // syncing to make sure wbl is flushed in windows
+		files, err := os.ReadDir(db.head.wbl.Dir())
+		require.NoError(t, err)
+		require.Len(t, files, count)
+		require.Equal(t, "00000000", files[0].Name())
+		f, err := files[0].Info()
+		require.NoError(t, err)
+		require.Greater(t, f.Size(), int64(100))
+	}
+	verifyFirstWBLFileIs0(1)
+
+	verifyMmapFiles := func(exp ...string) {
+		mmapDir := mmappedChunksDir(db.head.opts.ChunkDirRoot)
+		files, err := os.ReadDir(mmapDir)
+		require.NoError(t, err)
+		require.Len(t, files, len(exp))
+		for i, f := range files {
+			require.Equal(t, exp[i], f.Name())
+		}
+	}
+
+	verifyMmapFiles("000001")
+
+	// OOO compaction fails 5 times.
+	originalCompactor := db.compactor
+	db.compactor = &mockCompactorFailing{t: t}
+	for i := 0; i < 5; i++ {
+		require.Error(t, db.CompactOOOHead())
+	}
+	require.Equal(t, len(db.Blocks()), 0)
+
+	// M-map files don't change after failed compaction.
+	verifyMmapFiles("000001")
+
+	// Because of 5 compaction attempts, there are 6 files now.
+	verifyFirstWBLFileIs0(6)
+
+	db.compactor = originalCompactor
+	require.NoError(t, db.CompactOOOHead())
+	oldBlocks := db.Blocks()
+	require.Equal(t, len(db.Blocks()), 3)
+
+	// Check that the ooo chunks were removed.
+	ms, created, err := db.head.getOrCreate(series1.Hash(), series1)
+	require.NoError(t, err)
+	require.False(t, created)
+	require.Nil(t, ms.oooHeadChunk)
+	require.Len(t, ms.oooMmappedChunks, 0)
+
+	// The failed compaction should not have left the ooo Head corrupted.
+	// Hence, expect no new blocks with another OOO compaction call.
+	require.NoError(t, db.CompactOOOHead())
+	require.Equal(t, len(db.Blocks()), 3)
+	require.Equal(t, oldBlocks, db.Blocks())
+
+	// There should be a single m-map file
+	verifyMmapFiles("000001")
+
+	// All but last WBL file will be deleted.
+	// 8 files in total (starting at 0) because of 7 compaction calls.
+	files, err := os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+	require.Equal(t, "00000007", files[0].Name())
+	f, err := files[0].Info()
+	require.NoError(t, err)
+	require.Equal(t, int64(0), f.Size())
+
+	verifySamples := func(block *Block, fromMins, toMins int64) {
+		series1Samples := make([]tsdbutil.Sample, 0, toMins-fromMins+1)
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			series1Samples = append(series1Samples, sample{ts, float64(ts), nil, nil})
+		}
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): series1Samples,
+		}
+
+		q, err := NewBlockQuerier(block, math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	// Checking for expected data in the blocks.
+	verifySamples(db.Blocks()[0], 90, 119)
+	verifySamples(db.Blocks()[1], 120, 239)
+	verifySamples(db.Blocks()[2], 240, 310)
+
+	// Compact the in-order head and expect another block.
+	// Since this is a forced compaction, this block is not aligned with 2h.
+	err = db.CompactHead(NewRangeHead(db.head, 250*time.Minute.Milliseconds(), 350*time.Minute.Milliseconds()))
+	require.NoError(t, err)
+	require.Equal(t, len(db.Blocks()), 4) // [0, 120), [120, 240), [240, 360), [250, 351)
+	verifySamples(db.Blocks()[3], 250, 350)
+
+	// The compaction also clears out the old m-map files. Including
+	// the file that has ooo chunks.
+	verifyMmapFiles("000001")
+}
+
+func TestWBLCorruption(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 30
+	opts.OutOfOrderTimeWindow = 300 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	var allSamples, expAfterRestart []tsdbutil.Sample
+	addSamples := func(fromMins, toMins int64, afterRestart bool) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+			if afterRestart {
+				expAfterRestart = append(expAfterRestart, sample{t: ts, v: float64(ts)})
+			}
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// Add an in-order samples.
+	addSamples(340, 350, true)
+
+	// OOO samples.
+	addSamples(90, 99, true)
+	addSamples(100, 119, true)
+	addSamples(120, 130, true)
+
+	// Moving onto the second file.
+	_, err = db.head.wbl.NextSegment()
+	require.NoError(t, err)
+
+	// More OOO samples.
+	addSamples(200, 230, true)
+	addSamples(240, 255, true)
+
+	// We corrupt WBL after the sample at 255. So everything added later
+	// should be deleted after replay.
+
+	// Checking where we corrupt it.
+	require.NoError(t, db.head.wbl.Sync()) // syncing to make sure wbl is flushed in windows
+	files, err := os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 2)
+	f1, err := files[1].Info()
+	require.NoError(t, err)
+	corruptIndex := f1.Size()
+	corruptFilePath := path.Join(db.head.wbl.Dir(), files[1].Name())
+
+	// Corrupt the WBL by adding a malformed record.
+	require.NoError(t, db.head.wbl.Log([]byte{byte(record.Samples), 99, 9, 99, 9, 99, 9, 99}))
+
+	// More samples after the corruption point.
+	addSamples(260, 280, false)
+	addSamples(290, 300, false)
+
+	// Another file.
+	_, err = db.head.wbl.NextSegment()
+	require.NoError(t, err)
+
+	addSamples(310, 320, false)
+
+	// Verifying that we have data after corruption point.
+	require.NoError(t, db.head.wbl.Sync()) // syncing to make sure wbl is flushed in windows
+	files, err = os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 3)
+	f1, err = files[1].Info()
+	require.NoError(t, err)
+	require.Greater(t, f1.Size(), corruptIndex)
+	f0, err := files[0].Info()
+	require.NoError(t, err)
+	require.Greater(t, f0.Size(), int64(100))
+	f2, err := files[2].Info()
+	require.NoError(t, err)
+	require.Greater(t, f2.Size(), int64(100))
+
+	verifySamples := func(expSamples []tsdbutil.Sample) {
+		sort.Slice(expSamples, func(i, j int) bool {
+			return expSamples[i].T() < expSamples[j].T()
+		})
+
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): expSamples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	verifySamples(allSamples)
+
+	require.NoError(t, db.Close())
+
+	// We want everything to be replayed from the WBL. So we delete the m-map files.
+	require.NoError(t, os.RemoveAll(mmappedChunksDir(db.head.opts.ChunkDirRoot)))
+
+	// Restart does the replay and repair.
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	require.Equal(t, 1.0, prom_testutil.ToFloat64(db.head.metrics.walCorruptionsTotal))
+	require.Less(t, len(expAfterRestart), len(allSamples))
+	verifySamples(expAfterRestart)
+
+	// Verify that it did the repair on disk.
+	files, err = os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 3)
+	f0, err = files[0].Info()
+	require.NoError(t, err)
+	require.Greater(t, f0.Size(), int64(100))
+	f2, err = files[2].Info()
+	require.NoError(t, err)
+	require.Equal(t, int64(0), f2.Size())
+	require.Equal(t, corruptFilePath, path.Join(db.head.wbl.Dir(), files[1].Name()))
+
+	// Verifying that everything after the corruption point is set to 0.
+	b, err := os.ReadFile(corruptFilePath)
+	require.NoError(t, err)
+	sum := 0
+	for _, val := range b[corruptIndex:] {
+		sum += int(val)
+	}
+	require.Equal(t, 0, sum)
+
+	// Another restart, everything normal with no repair.
+	require.NoError(t, db.Close())
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	require.Equal(t, 0.0, prom_testutil.ToFloat64(db.head.metrics.walCorruptionsTotal))
+	verifySamples(expAfterRestart)
+}
+
+func TestOOOMmapCorruption(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 10
+	opts.OutOfOrderTimeWindow = 300 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	var allSamples, expInMmapChunks []tsdbutil.Sample
+	addSamples := func(fromMins, toMins int64, inMmapAfterCorruption bool) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+			if inMmapAfterCorruption {
+				expInMmapChunks = append(expInMmapChunks, sample{t: ts, v: float64(ts)})
+			}
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// Add an in-order samples.
+	addSamples(340, 350, true)
+
+	// OOO samples.
+	addSamples(90, 99, true)
+	addSamples(100, 109, true)
+	// This sample m-maps a chunk. But 120 goes into a new chunk.
+	addSamples(120, 120, false)
+
+	// Second m-map file. We will corrupt this file. Sample 120 goes into this new file.
+	db.head.chunkDiskMapper.CutNewFile()
+
+	// More OOO samples.
+	addSamples(200, 230, false)
+	addSamples(240, 255, false)
+
+	db.head.chunkDiskMapper.CutNewFile()
+	addSamples(260, 290, false)
+
+	verifySamples := func(expSamples []tsdbutil.Sample) {
+		sort.Slice(expSamples, func(i, j int) bool {
+			return expSamples[i].T() < expSamples[j].T()
+		})
+
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): expSamples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	verifySamples(allSamples)
+
+	// Verifying existing files.
+	mmapDir := mmappedChunksDir(db.head.opts.ChunkDirRoot)
+	files, err := os.ReadDir(mmapDir)
+	require.NoError(t, err)
+	require.Len(t, files, 3)
+
+	// Corrupting the 2nd file.
+	f, err := os.OpenFile(path.Join(mmapDir, files[1].Name()), os.O_RDWR, 0o666)
+	require.NoError(t, err)
+	_, err = f.WriteAt([]byte{99, 9, 99, 9, 99}, 20)
+	require.NoError(t, err)
+	require.NoError(t, f.Close())
+	firstFileName := files[0].Name()
+
+	require.NoError(t, db.Close())
+
+	// Moving OOO WBL to use it later.
+	wblDir := db.head.wbl.Dir()
+	wblDirTmp := path.Join(t.TempDir(), "wbl_tmp")
+	require.NoError(t, os.Rename(wblDir, wblDirTmp))
+
+	// Restart does the replay and repair of m-map files.
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	require.Equal(t, 1.0, prom_testutil.ToFloat64(db.head.metrics.mmapChunkCorruptionTotal))
+	require.Less(t, len(expInMmapChunks), len(allSamples))
+
+	// Since there is no WBL, only samples from m-map chunks comes in the query.
+	verifySamples(expInMmapChunks)
+
+	// Verify that it did the repair on disk. All files from the point of corruption
+	// should be deleted.
+	files, err = os.ReadDir(mmapDir)
+	require.NoError(t, err)
+	require.Len(t, files, 1)
+	f0, err := files[0].Info()
+	require.NoError(t, err)
+	require.Greater(t, f0.Size(), int64(100))
+	require.Equal(t, firstFileName, files[0].Name())
+
+	// Another restart, everything normal with no repair.
+	require.NoError(t, db.Close())
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	require.Equal(t, 0.0, prom_testutil.ToFloat64(db.head.metrics.mmapChunkCorruptionTotal))
+	verifySamples(expInMmapChunks)
+
+	// Restart again with the WBL, all samples should be present now.
+	require.NoError(t, db.Close())
+	require.NoError(t, os.RemoveAll(wblDir))
+	require.NoError(t, os.Rename(wblDirTmp, wblDir))
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	verifySamples(allSamples)
+}
+
+func TestOutOfOrderRuntimeConfig(t *testing.T) {
+	getDB := func(oooTimeWindow int64) *DB {
+		dir := t.TempDir()
+
+		opts := DefaultOptions()
+		opts.OutOfOrderTimeWindow = oooTimeWindow
+
+		db, err := Open(dir, nil, nil, opts, nil)
+		require.NoError(t, err)
+		db.DisableCompactions()
+		t.Cleanup(func() {
+			require.NoError(t, db.Close())
+		})
+
+		return db
+	}
+
+	makeConfig := func(oooTimeWindow int) *config.Config {
+		return &config.Config{
+			StorageConfig: config.StorageConfig{
+				TSDBConfig: &config.TSDBConfig{
+					OutOfOrderTimeWindow: int64(oooTimeWindow) * time.Minute.Milliseconds(),
+				},
+			},
+		}
+	}
+
+	series1 := labels.FromStrings("foo", "bar1")
+	addSamples := func(t *testing.T, db *DB, fromMins, toMins int64, success bool, allSamples []tsdbutil.Sample) []tsdbutil.Sample {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			if success {
+				require.NoError(t, err)
+				allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+			} else {
+				require.Error(t, err)
+			}
+		}
+		require.NoError(t, app.Commit())
+		return allSamples
+	}
+
+	verifySamples := func(t *testing.T, db *DB, expSamples []tsdbutil.Sample) {
+		sort.Slice(expSamples, func(i, j int) bool {
+			return expSamples[i].T() < expSamples[j].T()
+		})
+
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): expSamples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	doOOOCompaction := func(t *testing.T, db *DB) {
+		// WBL is not empty.
+		size, err := db.head.wbl.Size()
+		require.NoError(t, err)
+		require.Greater(t, size, int64(0))
+
+		require.Len(t, db.Blocks(), 0)
+		require.NoError(t, db.compactOOOHead())
+		require.Greater(t, len(db.Blocks()), 0)
+
+		// WBL is empty.
+		size, err = db.head.wbl.Size()
+		require.NoError(t, err)
+		require.Equal(t, int64(0), size)
+	}
+
+	t.Run("increase time window", func(t *testing.T) {
+		var allSamples []tsdbutil.Sample
+		db := getDB(30 * time.Minute.Milliseconds())
+
+		// In-order.
+		allSamples = addSamples(t, db, 300, 310, true, allSamples)
+
+		// OOO upto 30m old is success.
+		allSamples = addSamples(t, db, 281, 290, true, allSamples)
+
+		// OOO of 59m old fails.
+		s := addSamples(t, db, 251, 260, false, nil)
+		require.Len(t, s, 0)
+		verifySamples(t, db, allSamples)
+
+		oldWblPtr := fmt.Sprintf("%p", db.head.wbl)
+
+		// Increase time window and try adding again.
+		err := db.ApplyConfig(makeConfig(60))
+		require.NoError(t, err)
+		allSamples = addSamples(t, db, 251, 260, true, allSamples)
+
+		// WBL does not change.
+		newWblPtr := fmt.Sprintf("%p", db.head.wbl)
+		require.Equal(t, oldWblPtr, newWblPtr)
+
+		doOOOCompaction(t, db)
+		verifySamples(t, db, allSamples)
+	})
+
+	t.Run("decrease time window and increase again", func(t *testing.T) {
+		var allSamples []tsdbutil.Sample
+		db := getDB(60 * time.Minute.Milliseconds())
+
+		// In-order.
+		allSamples = addSamples(t, db, 300, 310, true, allSamples)
+
+		// OOO upto 59m old is success.
+		allSamples = addSamples(t, db, 251, 260, true, allSamples)
+
+		oldWblPtr := fmt.Sprintf("%p", db.head.wbl)
+		// Decrease time window.
+		err := db.ApplyConfig(makeConfig(30))
+		require.NoError(t, err)
+
+		// OOO of 49m old fails.
+		s := addSamples(t, db, 261, 270, false, nil)
+		require.Len(t, s, 0)
+
+		// WBL does not change.
+		newWblPtr := fmt.Sprintf("%p", db.head.wbl)
+		require.Equal(t, oldWblPtr, newWblPtr)
+
+		verifySamples(t, db, allSamples)
+
+		// Increase time window again and check
+		err = db.ApplyConfig(makeConfig(60))
+		require.NoError(t, err)
+		allSamples = addSamples(t, db, 261, 270, true, allSamples)
+		verifySamples(t, db, allSamples)
+
+		// WBL does not change.
+		newWblPtr = fmt.Sprintf("%p", db.head.wbl)
+		require.Equal(t, oldWblPtr, newWblPtr)
+
+		doOOOCompaction(t, db)
+		verifySamples(t, db, allSamples)
+	})
+
+	t.Run("disabled to enabled", func(t *testing.T) {
+		var allSamples []tsdbutil.Sample
+		db := getDB(0)
+
+		// In-order.
+		allSamples = addSamples(t, db, 300, 310, true, allSamples)
+
+		// OOO fails.
+		s := addSamples(t, db, 251, 260, false, nil)
+		require.Len(t, s, 0)
+		verifySamples(t, db, allSamples)
+
+		require.Nil(t, db.head.wbl)
+
+		// Increase time window and try adding again.
+		err := db.ApplyConfig(makeConfig(60))
+		require.NoError(t, err)
+		allSamples = addSamples(t, db, 251, 260, true, allSamples)
+
+		// WBL gets created.
+		require.NotNil(t, db.head.wbl)
+
+		verifySamples(t, db, allSamples)
+
+		// OOO compaction works now.
+		doOOOCompaction(t, db)
+		verifySamples(t, db, allSamples)
+	})
+
+	t.Run("enabled to disabled", func(t *testing.T) {
+		var allSamples []tsdbutil.Sample
+		db := getDB(60 * time.Minute.Milliseconds())
+
+		// In-order.
+		allSamples = addSamples(t, db, 300, 310, true, allSamples)
+
+		// OOO upto 59m old is success.
+		allSamples = addSamples(t, db, 251, 260, true, allSamples)
+
+		oldWblPtr := fmt.Sprintf("%p", db.head.wbl)
+		// Time Window to 0, hence disabled.
+		err := db.ApplyConfig(makeConfig(0))
+		require.NoError(t, err)
+
+		// OOO within old time window fails.
+		s := addSamples(t, db, 290, 309, false, nil)
+		require.Len(t, s, 0)
+
+		// WBL does not change and is not removed.
+		newWblPtr := fmt.Sprintf("%p", db.head.wbl)
+		require.Equal(t, oldWblPtr, newWblPtr)
+
+		verifySamples(t, db, allSamples)
+
+		// Compaction still works after disabling with WBL cleanup.
+		doOOOCompaction(t, db)
+		verifySamples(t, db, allSamples)
+	})
+
+	t.Run("disabled to disabled", func(t *testing.T) {
+		var allSamples []tsdbutil.Sample
+		db := getDB(0)
+
+		// In-order.
+		allSamples = addSamples(t, db, 300, 310, true, allSamples)
+
+		// OOO fails.
+		s := addSamples(t, db, 290, 309, false, nil)
+		require.Len(t, s, 0)
+		verifySamples(t, db, allSamples)
+		require.Nil(t, db.head.wbl)
+
+		// Time window to 0.
+		err := db.ApplyConfig(makeConfig(0))
+		require.NoError(t, err)
+
+		// OOO still fails.
+		s = addSamples(t, db, 290, 309, false, nil)
+		require.Len(t, s, 0)
+		verifySamples(t, db, allSamples)
+		require.Nil(t, db.head.wbl)
+	})
+}
+
+func TestNoGapAfterRestartWithOOO(t *testing.T) {
+	series1 := labels.FromStrings("foo", "bar1")
+	addSamples := func(t *testing.T, db *DB, fromMins, toMins int64, success bool) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			if success {
+				require.NoError(t, err)
+			} else {
+				require.Error(t, err)
+			}
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	verifySamples := func(t *testing.T, db *DB, fromMins, toMins int64) {
+		var expSamples []tsdbutil.Sample
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			expSamples = append(expSamples, sample{t: ts, v: float64(ts)})
+		}
+
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): expSamples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	cases := []struct {
+		inOrderMint, inOrderMaxt int64
+		oooMint, oooMaxt         int64
+		// After compaction.
+		blockRanges        [][2]int64
+		headMint, headMaxt int64
+	}{
+		{
+			300, 490,
+			489, 489,
+			[][2]int64{{300, 360}, {480, 600}},
+			360, 490,
+		},
+		{
+			300, 490,
+			479, 479,
+			[][2]int64{{300, 360}, {360, 480}},
+			360, 490,
+		},
+	}
+
+	for i, c := range cases {
+		t.Run(fmt.Sprintf("case=%d", i), func(t *testing.T) {
+			dir := t.TempDir()
+
+			opts := DefaultOptions()
+			opts.OutOfOrderTimeWindow = 30 * time.Minute.Milliseconds()
+
+			db, err := Open(dir, nil, nil, opts, nil)
+			require.NoError(t, err)
+			db.DisableCompactions()
+			t.Cleanup(func() {
+				require.NoError(t, db.Close())
+			})
+
+			// 3h10m=190m worth in-order data.
+			addSamples(t, db, c.inOrderMint, c.inOrderMaxt, true)
+			verifySamples(t, db, c.inOrderMint, c.inOrderMaxt)
+
+			// One ooo samples.
+			addSamples(t, db, c.oooMint, c.oooMaxt, true)
+			verifySamples(t, db, c.inOrderMint, c.inOrderMaxt)
+
+			// We get 2 blocks. 1 from OOO, 1 from in-order.
+			require.NoError(t, db.Compact())
+			verifyBlockRanges := func() {
+				blocks := db.Blocks()
+				require.Equal(t, len(c.blockRanges), len(blocks))
+				for j, br := range c.blockRanges {
+					require.Equal(t, br[0]*time.Minute.Milliseconds(), blocks[j].MinTime())
+					require.Equal(t, br[1]*time.Minute.Milliseconds(), blocks[j].MaxTime())
+				}
+			}
+			verifyBlockRanges()
+			require.Equal(t, c.headMint*time.Minute.Milliseconds(), db.head.MinTime())
+			require.Equal(t, c.headMaxt*time.Minute.Milliseconds(), db.head.MaxTime())
+
+			// Restart and expect all samples to be present.
+			require.NoError(t, db.Close())
+
+			db, err = Open(dir, nil, nil, opts, nil)
+			require.NoError(t, err)
+			db.DisableCompactions()
+
+			verifyBlockRanges()
+			require.Equal(t, c.headMint*time.Minute.Milliseconds(), db.head.MinTime())
+			require.Equal(t, c.headMaxt*time.Minute.Milliseconds(), db.head.MaxTime())
+			verifySamples(t, db, c.inOrderMint, c.inOrderMaxt)
+		})
+	}
+}
+
+func TestWblReplayAfterOOODisableAndRestart(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderTimeWindow = 60 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	var allSamples []tsdbutil.Sample
+	addSamples := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// In-order samples.
+	addSamples(290, 300)
+	// OOO samples.
+	addSamples(250, 260)
+
+	verifySamples := func(expSamples []tsdbutil.Sample) {
+		sort.Slice(expSamples, func(i, j int) bool {
+			return expSamples[i].T() < expSamples[j].T()
+		})
+
+		expRes := map[string][]tsdbutil.Sample{
+			series1.String(): expSamples,
+		}
+
+		q, err := db.Querier(context.Background(), math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+
+		actRes := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.*"))
+		require.Equal(t, expRes, actRes)
+	}
+
+	verifySamples(allSamples)
+
+	// Restart DB with OOO disabled.
+	require.NoError(t, db.Close())
+	opts.OutOfOrderTimeWindow = 0
+	db, err = Open(db.dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+
+	// We can still query OOO samples when OOO is disabled.
+	verifySamples(allSamples)
+}
+
+func TestPanicOnApplyConfig(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderTimeWindow = 60 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	var allSamples []tsdbutil.Sample
+	addSamples := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// In-order samples.
+	addSamples(290, 300)
+	// OOO samples.
+	addSamples(250, 260)
+
+	// Restart DB with OOO disabled.
+	require.NoError(t, db.Close())
+	opts.OutOfOrderTimeWindow = 0
+	db, err = Open(db.dir, nil, prometheus.NewRegistry(), opts, nil)
+	require.NoError(t, err)
+
+	// ApplyConfig with OOO enabled and expect no panic.
+	err = db.ApplyConfig(&config.Config{
+		StorageConfig: config.StorageConfig{
+			TSDBConfig: &config.TSDBConfig{
+				OutOfOrderTimeWindow: 60 * time.Minute.Milliseconds(),
+			},
+		},
+	})
+	require.NoError(t, err)
+}
+
+func TestDiskFillingUpAfterDisablingOOO(t *testing.T) {
+	dir := t.TempDir()
+
+	opts := DefaultOptions()
+	opts.OutOfOrderTimeWindow = 60 * time.Minute.Milliseconds()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	series1 := labels.FromStrings("foo", "bar1")
+	var allSamples []tsdbutil.Sample
+	addSamples := func(fromMins, toMins int64) {
+		app := db.Appender(context.Background())
+		for min := fromMins; min <= toMins; min++ {
+			ts := min * time.Minute.Milliseconds()
+			_, err := app.Append(0, series1, ts, float64(ts))
+			require.NoError(t, err)
+			allSamples = append(allSamples, sample{t: ts, v: float64(ts)})
+		}
+		require.NoError(t, app.Commit())
+	}
+
+	// In-order samples.
+	addSamples(290, 300)
+	// OOO samples.
+	addSamples(250, 299)
+
+	// Restart DB with OOO disabled.
+	require.NoError(t, db.Close())
+	opts.OutOfOrderTimeWindow = 0
+	db, err = Open(db.dir, nil, prometheus.NewRegistry(), opts, nil)
+	require.NoError(t, err)
+	db.DisableCompactions()
+
+	ms := db.head.series.getByHash(series1.Hash(), series1)
+	require.Greater(t, len(ms.oooMmappedChunks), 0, "OOO mmap chunk was not replayed")
+
+	checkMmapFileContents := func(contains, notContains []string) {
+		mmapDir := mmappedChunksDir(db.head.opts.ChunkDirRoot)
+		files, err := os.ReadDir(mmapDir)
+		require.NoError(t, err)
+
+		fnames := make([]string, 0, len(files))
+		for _, f := range files {
+			fnames = append(fnames, f.Name())
+		}
+
+		for _, f := range contains {
+			require.Contains(t, fnames, f)
+		}
+		for _, f := range notContains {
+			require.NotContains(t, fnames, f)
+		}
+	}
+
+	// Add in-order samples until ready for compaction..
+	addSamples(301, 500)
+
+	// Check that m-map files gets deleted properly after compactions.
+
+	checkMmapFileContents([]string{"000001", "000002"}, nil)
+	require.NoError(t, db.Compact())
+	checkMmapFileContents([]string{"000002"}, []string{"000001"})
+	require.Equal(t, 0, len(ms.oooMmappedChunks), "OOO mmap chunk was not compacted")
+
+	addSamples(501, 650)
+	checkMmapFileContents([]string{"000002", "000003"}, []string{"000001"})
+	require.NoError(t, db.Compact())
+	checkMmapFileContents(nil, []string{"000001", "000002", "000003"})
+
+	// Verify that WBL is empty.
+	files, err := os.ReadDir(db.head.wbl.Dir())
+	require.NoError(t, err)
+	require.Len(t, files, 1) // Last empty file after compaction.
+	finfo, err := files[0].Info()
+	require.NoError(t, err)
+	require.Equal(t, int64(0), finfo.Size())
+}
+
+func TestHistogramAppendAndQuery(t *testing.T) {
+	db := openTestDB(t, nil, nil)
+	minute := func(m int) int64 { return int64(m) * time.Minute.Milliseconds() }
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	ctx := context.Background()
+	appendHistogram := func(lbls labels.Labels, tsMinute int, h *histogram.Histogram, exp *[]tsdbutil.Sample) {
+		t.Helper()
+		app := db.Appender(ctx)
+		_, err := app.AppendHistogram(0, lbls, minute(tsMinute), h)
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+		*exp = append(*exp, sample{t: minute(tsMinute), h: h.Copy()})
+	}
+	appendFloat := func(lbls labels.Labels, tsMinute int, val float64, exp *[]tsdbutil.Sample) {
+		t.Helper()
+		app := db.Appender(ctx)
+		_, err := app.Append(0, lbls, minute(tsMinute), val)
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+		*exp = append(*exp, sample{t: minute(tsMinute), v: val})
+	}
+
+	testQuery := func(name, value string, exp map[string][]tsdbutil.Sample) {
+		t.Helper()
+		q, err := db.Querier(ctx, math.MinInt64, math.MaxInt64)
+		require.NoError(t, err)
+		act := query(t, q, labels.MustNewMatcher(labels.MatchRegexp, name, value))
+		require.Equal(t, exp, act)
+	}
+
+	baseH := &histogram.Histogram{
+		Count:         11,
+		ZeroCount:     4,
+		ZeroThreshold: 0.001,
+		Sum:           35.5,
+		Schema:        1,
+		PositiveSpans: []histogram.Span{
+			{Offset: 0, Length: 2},
+			{Offset: 2, Length: 2},
+		},
+		PositiveBuckets: []int64{1, 1, -1, 0},
+		NegativeSpans: []histogram.Span{
+			{Offset: 0, Length: 1},
+			{Offset: 1, Length: 2},
+		},
+		NegativeBuckets: []int64{1, 2, -1},
+	}
+
+	var (
+		series1                = labels.FromStrings("foo", "bar1")
+		series2                = labels.FromStrings("foo", "bar2")
+		series3                = labels.FromStrings("foo", "bar3")
+		series4                = labels.FromStrings("foo", "bar4")
+		exp1, exp2, exp3, exp4 []tsdbutil.Sample
+	)
+
+	// TODO(codesome): test everything for negative buckets as well.
+	t.Run("series with only histograms", func(t *testing.T) {
+		h := baseH.Copy() // This is shared across all sub tests.
+
+		appendHistogram(series1, 100, h.Copy(), &exp1)
+		testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
+
+		h.PositiveBuckets[0]++
+		h.NegativeBuckets[0] += 2
+		h.Count += 10
+		appendHistogram(series1, 101, h.Copy(), &exp1)
+		testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
+
+		t.Run("changing schema", func(t *testing.T) {
 			h.Schema = 2
 			appendHistogram(series1, 102, h.Copy(), &exp1)
 			testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
@@ -3868,6 +5860,17 @@ func TestHistogramAppendAndQuery(t *testing.T) {
 		})
 
 		t.Run("new buckets incoming", func(t *testing.T) {
+			// In the previous unit test, during the last histogram append, we
+			// changed the schema and  that caused a new chunk creation. Because
+			// of the next append the layout of the last histogram will change
+			// because the chunk will be re-encoded. So this forces us to modify
+			// the last histogram in exp1 so when we query we get the expected
+			// results.
+			lh := exp1[len(exp1)-1].H().Copy()
+			lh.PositiveSpans[1].Length++
+			lh.PositiveBuckets = append(lh.PositiveBuckets, -2) // -2 makes the last bucket 0.
+			exp1[len(exp1)-1] = sample{t: exp1[len(exp1)-1].T(), h: lh}
+
 			// This histogram with new bucket at the end causes the re-encoding of the previous histogram.
 			// Hence the previous histogram is recoded into this new layout.
 			// But the query returns the histogram from the in-memory buffer, hence we don't see the recode here yet.
@@ -3877,6 +5880,21 @@ func TestHistogramAppendAndQuery(t *testing.T) {
 			appendHistogram(series1, 104, h.Copy(), &exp1)
 			testQuery("foo", "bar1", map[string][]tsdbutil.Sample{series1.String(): exp1})
 
+			// Because of the previous two histograms being on the active chunk,
+			// and the next append is only adding a new bucket, the active chunk
+			// will be re-encoded to the new layout.
+			lh = exp1[len(exp1)-2].H().Copy()
+			lh.PositiveSpans[0].Length++
+			lh.PositiveSpans[1].Offset--
+			lh.PositiveBuckets = []int64{2, 1, -3, 2, 0, -2}
+			exp1[len(exp1)-2] = sample{t: exp1[len(exp1)-2].T(), h: lh}
+
+			lh = exp1[len(exp1)-1].H().Copy()
+			lh.PositiveSpans[0].Length++
+			lh.PositiveSpans[1].Offset--
+			lh.PositiveBuckets = []int64{2, 1, -3, 2, 0, 1}
+			exp1[len(exp1)-1] = sample{t: exp1[len(exp1)-1].T(), h: lh}
+
 			// Now we add the new buckets in between. Empty bucket is again not present for the old histogram.
 			h.PositiveSpans[0].Length++
 			h.PositiveSpans[1].Offset--
@@ -3981,7 +5999,7 @@ func TestQueryHistogramFromBlocks(t *testing.T) {
 		t.Helper()
 
 		opts := DefaultOptions()
-		opts.AllowOverlappingBlocks = true
+		opts.AllowOverlappingCompaction = true // TODO(jesus.vazquez) This replaced AllowOverlappingBlocks, make sure that works
 		db := openTestDB(t, opts, nil)
 		t.Cleanup(func() {
 			require.NoError(t, db.Close())
diff --git a/tsdb/exemplar_test.go b/tsdb/exemplar_test.go
index d04dbd17853..64121cbfc5f 100644
--- a/tsdb/exemplar_test.go
+++ b/tsdb/exemplar_test.go
@@ -38,32 +38,20 @@ func TestValidateExemplar(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l := labels.Labels{
-		{Name: "service", Value: "asdf"},
-	}
+	l := labels.FromStrings("service", "asdf")
 	e := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "qwerty",
-			},
-		},
-		Value: 0.1,
-		Ts:    1,
+		Labels: labels.FromStrings("traceID", "qwerty"),
+		Value:  0.1,
+		Ts:     1,
 	}
 
 	require.NoError(t, es.ValidateExemplar(l, e))
 	require.NoError(t, es.AddExemplar(l, e))
 
 	e2 := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "zxcvb",
-			},
-		},
-		Value: 0.1,
-		Ts:    2,
+		Labels: labels.FromStrings("traceID", "zxcvb"),
+		Value:  0.1,
+		Ts:     2,
 	}
 
 	require.NoError(t, es.ValidateExemplar(l, e2))
@@ -80,14 +68,9 @@ func TestValidateExemplar(t *testing.T) {
 	require.Equal(t, es.ValidateExemplar(l, e3), storage.ErrOutOfOrderExemplar)
 
 	e4 := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "a",
-				Value: strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength),
-			},
-		},
-		Value: 0.1,
-		Ts:    2,
+		Labels: labels.FromStrings("a", strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength)),
+		Value:  0.1,
+		Ts:     2,
 	}
 	require.Equal(t, storage.ErrExemplarLabelLength, es.ValidateExemplar(l, e4))
 }
@@ -97,32 +80,20 @@ func TestAddExemplar(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l := labels.Labels{
-		{Name: "service", Value: "asdf"},
-	}
+	l := labels.FromStrings("service", "asdf")
 	e := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "qwerty",
-			},
-		},
-		Value: 0.1,
-		Ts:    1,
+		Labels: labels.FromStrings("traceID", "qwerty"),
+		Value:  0.1,
+		Ts:     1,
 	}
 
 	require.NoError(t, es.AddExemplar(l, e))
 	require.Equal(t, es.index[string(l.Bytes(nil))].newest, 0, "exemplar was not stored correctly")
 
 	e2 := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "zxcvb",
-			},
-		},
-		Value: 0.1,
-		Ts:    2,
+		Labels: labels.FromStrings("traceID", "zxcvb"),
+		Value:  0.1,
+		Ts:     2,
 	}
 
 	require.NoError(t, es.AddExemplar(l, e2))
@@ -140,14 +111,9 @@ func TestAddExemplar(t *testing.T) {
 	require.Equal(t, storage.ErrOutOfOrderExemplar, es.AddExemplar(l, e3))
 
 	e4 := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "a",
-				Value: strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength),
-			},
-		},
-		Value: 0.1,
-		Ts:    2,
+		Labels: labels.FromStrings("a", strings.Repeat("b", exemplar.ExemplarMaxLabelSetLength)),
+		Value:  0.1,
+		Ts:     2,
 	}
 	require.Equal(t, storage.ErrExemplarLabelLength, es.AddExemplar(l, e4))
 }
@@ -160,28 +126,22 @@ func TestStorageOverflow(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l := labels.Labels{
-		{Name: "service", Value: "asdf"},
-	}
+	lName, lValue := "service", "asdf"
+	l := labels.FromStrings(lName, lValue)
 
 	var eList []exemplar.Exemplar
 	for i := 0; i < len(es.exemplars)+1; i++ {
 		e := exemplar.Exemplar{
-			Labels: labels.Labels{
-				labels.Label{
-					Name:  "traceID",
-					Value: "a",
-				},
-			},
-			Value: float64(i+1) / 10,
-			Ts:    int64(101 + i),
+			Labels: labels.FromStrings("traceID", "a"),
+			Value:  float64(i+1) / 10,
+			Ts:     int64(101 + i),
 		}
 		es.AddExemplar(l, e)
 		eList = append(eList, e)
 	}
 	require.True(t, (es.exemplars[0].exemplar.Ts == 106), "exemplar was not stored correctly")
 
-	m, err := labels.NewMatcher(labels.MatchEqual, l[0].Name, l[0].Value)
+	m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue)
 	require.NoError(t, err, "error creating label matcher for exemplar query")
 	ret, err := es.Select(100, 110, []*labels.Matcher{m})
 	require.NoError(t, err)
@@ -195,23 +155,19 @@ func TestSelectExemplar(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l := labels.Labels{{Name: "service", Value: "asdf"}}
+	lName, lValue := "service", "asdf"
+	l := labels.FromStrings(lName, lValue)
 	e := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "qwerty",
-			},
-		},
-		Value: 0.1,
-		Ts:    12,
+		Labels: labels.FromStrings("traceID", "querty"),
+		Value:  0.1,
+		Ts:     12,
 	}
 
 	err = es.AddExemplar(l, e)
 	require.NoError(t, err, "adding exemplar failed")
 	require.True(t, reflect.DeepEqual(es.exemplars[0].exemplar, e), "exemplar was not stored correctly")
 
-	m, err := labels.NewMatcher(labels.MatchEqual, l[0].Name, l[0].Value)
+	m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue)
 	require.NoError(t, err, "error creating label matcher for exemplar query")
 	ret, err := es.Select(0, 100, []*labels.Matcher{m})
 	require.NoError(t, err)
@@ -226,51 +182,37 @@ func TestSelectExemplar_MultiSeries(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l1 := labels.Labels{
-		{Name: "__name__", Value: "test_metric"},
-		{Name: "service", Value: "asdf"},
-	}
-	l2 := labels.Labels{
-		{Name: "__name__", Value: "test_metric2"},
-		{Name: "service", Value: "qwer"},
-	}
+	l1Name := "test_metric"
+	l1 := labels.FromStrings(labels.MetricName, l1Name, "service", "asdf")
+	l2Name := "test_metric2"
+	l2 := labels.FromStrings(labels.MetricName, l2Name, "service", "qwer")
 
 	for i := 0; i < len(es.exemplars); i++ {
 		e1 := exemplar.Exemplar{
-			Labels: labels.Labels{
-				labels.Label{
-					Name:  "traceID",
-					Value: "a",
-				},
-			},
-			Value: float64(i+1) / 10,
-			Ts:    int64(101 + i),
+			Labels: labels.FromStrings("traceID", "a"),
+			Value:  float64(i+1) / 10,
+			Ts:     int64(101 + i),
 		}
 		err = es.AddExemplar(l1, e1)
 		require.NoError(t, err)
 
 		e2 := exemplar.Exemplar{
-			Labels: labels.Labels{
-				labels.Label{
-					Name:  "traceID",
-					Value: "b",
-				},
-			},
-			Value: float64(i+1) / 10,
-			Ts:    int64(101 + i),
+			Labels: labels.FromStrings("traceID", "b"),
+			Value:  float64(i+1) / 10,
+			Ts:     int64(101 + i),
 		}
 		err = es.AddExemplar(l2, e2)
 		require.NoError(t, err)
 	}
 
-	m, err := labels.NewMatcher(labels.MatchEqual, l2[0].Name, l2[0].Value)
+	m, err := labels.NewMatcher(labels.MatchEqual, labels.MetricName, l2Name)
 	require.NoError(t, err, "error creating label matcher for exemplar query")
 	ret, err := es.Select(100, 200, []*labels.Matcher{m})
 	require.NoError(t, err)
 	require.True(t, len(ret) == 1, "select should have returned samples for a single series only")
 	require.True(t, len(ret[0].Exemplars) == 3, "didn't get expected 8 exemplars, got %d", len(ret[0].Exemplars))
 
-	m, err = labels.NewMatcher(labels.MatchEqual, l1[0].Name, l1[0].Value)
+	m, err = labels.NewMatcher(labels.MatchEqual, labels.MetricName, l1Name)
 	require.NoError(t, err, "error creating label matcher for exemplar query")
 	ret, err = es.Select(100, 200, []*labels.Matcher{m})
 	require.NoError(t, err)
@@ -284,26 +226,20 @@ func TestSelectExemplar_TimeRange(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l := labels.Labels{
-		{Name: "service", Value: "asdf"},
-	}
+	lName, lValue := "service", "asdf"
+	l := labels.FromStrings(lName, lValue)
 
 	for i := 0; int64(i) < lenEs; i++ {
 		err := es.AddExemplar(l, exemplar.Exemplar{
-			Labels: labels.Labels{
-				labels.Label{
-					Name:  "traceID",
-					Value: strconv.Itoa(i),
-				},
-			},
-			Value: 0.1,
-			Ts:    int64(101 + i),
+			Labels: labels.FromStrings("traceID", strconv.Itoa(i)),
+			Value:  0.1,
+			Ts:     int64(101 + i),
 		})
 		require.NoError(t, err)
 		require.Equal(t, es.index[string(l.Bytes(nil))].newest, i, "exemplar was not stored correctly")
 	}
 
-	m, err := labels.NewMatcher(labels.MatchEqual, l[0].Name, l[0].Value)
+	m, err := labels.NewMatcher(labels.MatchEqual, lName, lValue)
 	require.NoError(t, err, "error creating label matcher for exemplar query")
 	ret, err := es.Select(102, 104, []*labels.Matcher{m})
 	require.NoError(t, err)
@@ -319,29 +255,23 @@ func TestSelectExemplar_DuplicateSeries(t *testing.T) {
 	es := exs.(*CircularExemplarStorage)
 
 	e := exemplar.Exemplar{
-		Labels: labels.Labels{
-			labels.Label{
-				Name:  "traceID",
-				Value: "qwerty",
-			},
-		},
-		Value: 0.1,
-		Ts:    12,
+		Labels: labels.FromStrings("traceID", "qwerty"),
+		Value:  0.1,
+		Ts:     12,
 	}
 
-	l := labels.Labels{
-		{Name: "cluster", Value: "us-central1"},
-		{Name: "service", Value: "asdf"},
-	}
+	lName0, lValue0 := "service", "asdf"
+	lName1, lValue1 := "cluster", "us-central1"
+	l := labels.FromStrings(lName0, lValue0, lName1, lValue1)
 
 	// Lets just assume somehow the PromQL expression generated two separate lists of matchers,
 	// both of which can select this particular series.
 	m := [][]*labels.Matcher{
 		{
-			labels.MustNewMatcher(labels.MatchEqual, l[0].Name, l[0].Value),
+			labels.MustNewMatcher(labels.MatchEqual, lName0, lValue0),
 		},
 		{
-			labels.MustNewMatcher(labels.MatchEqual, l[1].Name, l[1].Value),
+			labels.MustNewMatcher(labels.MatchEqual, lName1, lValue1),
 		},
 	}
 
@@ -359,13 +289,8 @@ func TestIndexOverwrite(t *testing.T) {
 	require.NoError(t, err)
 	es := exs.(*CircularExemplarStorage)
 
-	l1 := labels.Labels{
-		{Name: "service", Value: "asdf"},
-	}
-
-	l2 := labels.Labels{
-		{Name: "service", Value: "qwer"},
-	}
+	l1 := labels.FromStrings("service", "asdf")
+	l2 := labels.FromStrings("service", "qwer")
 
 	err = es.AddExemplar(l1, exemplar.Exemplar{Value: 1, Ts: 1})
 	require.NoError(t, err)
@@ -488,7 +413,7 @@ func TestResize(t *testing.T) {
 func BenchmarkAddExemplar(b *testing.B) {
 	// We need to include these labels since we do length calculation
 	// before adding.
-	exLabels := labels.Labels{{Name: "traceID", Value: "89620921"}}
+	exLabels := labels.FromStrings("traceID", "89620921")
 
 	for _, n := range []int{10000, 100000, 1000000} {
 		b.Run(fmt.Sprintf("%d", n), func(b *testing.B) {
@@ -497,12 +422,12 @@ func BenchmarkAddExemplar(b *testing.B) {
 				exs, err := NewCircularExemplarStorage(int64(n), eMetrics)
 				require.NoError(b, err)
 				es := exs.(*CircularExemplarStorage)
-				l := labels.Labels{{Name: "service", Value: strconv.Itoa(0)}}
+				var l labels.Labels
 				b.StartTimer()
 
 				for i := 0; i < n; i++ {
 					if i%100 == 0 {
-						l = labels.Labels{{Name: "service", Value: strconv.Itoa(i)}}
+						l = labels.FromStrings("service", strconv.Itoa(i))
 					}
 					err = es.AddExemplar(l, exemplar.Exemplar{Value: float64(i), Ts: int64(i), Labels: exLabels})
 					if err != nil {
diff --git a/tsdb/head_bench_test.go b/tsdb/head_bench_test.go
index c0f07a00f22..2f8e0ba374c 100644
--- a/tsdb/head_bench_test.go
+++ b/tsdb/head_bench_test.go
@@ -30,7 +30,7 @@ func BenchmarkHeadStripeSeriesCreate(b *testing.B) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = chunkDir
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(b, err)
 	defer h.Close()
 
@@ -45,7 +45,7 @@ func BenchmarkHeadStripeSeriesCreateParallel(b *testing.B) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = chunkDir
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(b, err)
 	defer h.Close()
 
@@ -69,7 +69,7 @@ func BenchmarkHeadStripeSeriesCreate_PreCreationFailure(b *testing.B) {
 	// Mock the PreCreation() callback to fail on each series.
 	opts.SeriesCallback = failingSeriesLifecycleCallback{}
 
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(b, err)
 	defer h.Close()
 
diff --git a/tsdb/head_read_test.go b/tsdb/head_read_test.go
new file mode 100644
index 00000000000..2712bcd1a15
--- /dev/null
+++ b/tsdb/head_read_test.go
@@ -0,0 +1,178 @@
+// Copyright 2021 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package tsdb
+
+import (
+	"fmt"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/tsdb/chunkenc"
+)
+
+func TestBoundedChunk(t *testing.T) {
+	tests := []struct {
+		name           string
+		inputChunk     chunkenc.Chunk
+		inputMinT      int64
+		inputMaxT      int64
+		initialSeek    int64
+		seekIsASuccess bool
+		expSamples     []sample
+	}{
+		{
+			name:       "if there are no samples it returns nothing",
+			inputChunk: newTestChunk(0),
+			expSamples: nil,
+		},
+		{
+			name:       "bounds represent a single sample",
+			inputChunk: newTestChunk(10),
+			expSamples: []sample{
+				{0, 0, nil, nil},
+			},
+		},
+		{
+			name:       "if there are bounds set only samples within them are returned",
+			inputChunk: newTestChunk(10),
+			inputMinT:  1,
+			inputMaxT:  8,
+			expSamples: []sample{
+				{1, 1, nil, nil},
+				{2, 2, nil, nil},
+				{3, 3, nil, nil},
+				{4, 4, nil, nil},
+				{5, 5, nil, nil},
+				{6, 6, nil, nil},
+				{7, 7, nil, nil},
+				{8, 8, nil, nil},
+			},
+		},
+		{
+			name:       "if bounds set and only maxt is less than actual maxt",
+			inputChunk: newTestChunk(10),
+			inputMinT:  0,
+			inputMaxT:  5,
+			expSamples: []sample{
+				{0, 0, nil, nil},
+				{1, 1, nil, nil},
+				{2, 2, nil, nil},
+				{3, 3, nil, nil},
+				{4, 4, nil, nil},
+				{5, 5, nil, nil},
+			},
+		},
+		{
+			name:       "if bounds set and only mint is more than actual mint",
+			inputChunk: newTestChunk(10),
+			inputMinT:  5,
+			inputMaxT:  9,
+			expSamples: []sample{
+				{5, 5, nil, nil},
+				{6, 6, nil, nil},
+				{7, 7, nil, nil},
+				{8, 8, nil, nil},
+				{9, 9, nil, nil},
+			},
+		},
+		{
+			name:           "if there are bounds set with seek before mint",
+			inputChunk:     newTestChunk(10),
+			inputMinT:      3,
+			inputMaxT:      7,
+			initialSeek:    1,
+			seekIsASuccess: true,
+			expSamples: []sample{
+				{3, 3, nil, nil},
+				{4, 4, nil, nil},
+				{5, 5, nil, nil},
+				{6, 6, nil, nil},
+				{7, 7, nil, nil},
+			},
+		},
+		{
+			name:           "if there are bounds set with seek between mint and maxt",
+			inputChunk:     newTestChunk(10),
+			inputMinT:      3,
+			inputMaxT:      7,
+			initialSeek:    5,
+			seekIsASuccess: true,
+			expSamples: []sample{
+				{5, 5, nil, nil},
+				{6, 6, nil, nil},
+				{7, 7, nil, nil},
+			},
+		},
+		{
+			name:           "if there are bounds set with seek after maxt",
+			inputChunk:     newTestChunk(10),
+			inputMinT:      3,
+			inputMaxT:      7,
+			initialSeek:    8,
+			seekIsASuccess: false,
+		},
+	}
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			chunk := boundedChunk{tc.inputChunk, tc.inputMinT, tc.inputMaxT}
+
+			// Testing Bytes()
+			expChunk := chunkenc.NewXORChunk()
+			if tc.inputChunk.NumSamples() > 0 {
+				app, err := expChunk.Appender()
+				require.NoError(t, err)
+				for ts := tc.inputMinT; ts <= tc.inputMaxT; ts++ {
+					app.Append(ts, float64(ts))
+				}
+			}
+			require.Equal(t, expChunk.Bytes(), chunk.Bytes())
+
+			var samples []sample
+			it := chunk.Iterator(nil)
+
+			if tc.initialSeek != 0 {
+				// Testing Seek()
+				val := it.Seek(tc.initialSeek)
+				require.Equal(t, tc.seekIsASuccess, val == chunkenc.ValFloat)
+				if val == chunkenc.ValFloat {
+					t, v := it.At()
+					samples = append(samples, sample{t, v, nil, nil})
+				}
+			}
+
+			// Testing Next()
+			for it.Next() == chunkenc.ValFloat {
+				t, v := it.At()
+				samples = append(samples, sample{t, v, nil, nil})
+			}
+
+			// it.Next() should keep returning no  value.
+			for i := 0; i < 10; i++ {
+				require.True(t, it.Next() == chunkenc.ValNone)
+			}
+
+			require.Equal(t, tc.expSamples, samples)
+		})
+	}
+}
+
+func newTestChunk(numSamples int) chunkenc.Chunk {
+	xor := chunkenc.NewXORChunk()
+	a, _ := xor.Appender()
+	for i := 0; i < numSamples; i++ {
+		a.Append(int64(i), float64(i))
+	}
+	return xor
+}
diff --git a/tsdb/head_test.go b/tsdb/head_test.go
index 16d667f17e3..b4e12446e15 100644
--- a/tsdb/head_test.go
+++ b/tsdb/head_test.go
@@ -51,7 +51,7 @@ import (
 	"github.com/prometheus/prometheus/tsdb/wal"
 )
 
-func newTestHead(t testing.TB, chunkRange int64, compressWAL bool) (*Head, *wal.WAL) {
+func newTestHead(t testing.TB, chunkRange int64, compressWAL, oooEnabled bool) (*Head, *wal.WAL) {
 	dir := t.TempDir()
 	wlog, err := wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, compressWAL)
 	require.NoError(t, err)
@@ -62,18 +62,23 @@ func newTestHead(t testing.TB, chunkRange int64, compressWAL bool) (*Head, *wal.
 	opts.EnableExemplarStorage = true
 	opts.MaxExemplars.Store(config.DefaultExemplarsConfig.MaxExemplars)
 	opts.EnableNativeHistograms.Store(true)
+	if oooEnabled {
+		opts.OutOfOrderTimeWindow.Store(10 * time.Minute.Milliseconds())
+	}
 
-	h, err := NewHead(nil, nil, wlog, opts, nil)
+	h, err := NewHead(nil, nil, wlog, nil, opts, nil)
 	require.NoError(t, err)
 
-	require.NoError(t, h.chunkDiskMapper.IterateAllChunks(func(_ chunks.HeadSeriesRef, _ chunks.ChunkDiskMapperRef, _, _ int64, _ uint16) error { return nil }))
+	require.NoError(t, h.chunkDiskMapper.IterateAllChunks(func(_ chunks.HeadSeriesRef, _ chunks.ChunkDiskMapperRef, _, _ int64, _ uint16, _ chunkenc.Encoding) error {
+		return nil
+	}))
 
 	return h, wlog
 }
 
 func BenchmarkCreateSeries(b *testing.B) {
 	series := genSeries(b.N, 10, 0, 0)
-	h, _ := newTestHead(b, 10000, false)
+	h, _ := newTestHead(b, 10000, false, false)
 	defer func() {
 		require.NoError(b, h.Close())
 	}()
@@ -227,8 +232,8 @@ func BenchmarkLoadWAL(b *testing.B) {
 						require.NoError(b, err)
 						for k := 0; k < c.batches*c.seriesPerBatch; k++ {
 							// Create one mmapped chunk per series, with one sample at the given time.
-							s := newMemSeries(labels.Labels{}, chunks.HeadSeriesRef(k)*101, c.mmappedChunkT, nil, defaultIsolationDisabled)
-							s.append(c.mmappedChunkT, 42, 0, chunkDiskMapper)
+							s := newMemSeries(labels.Labels{}, chunks.HeadSeriesRef(k)*101, defaultIsolationDisabled)
+							s.append(c.mmappedChunkT, 42, 0, chunkDiskMapper, c.mmappedChunkT)
 							s.mmapCurrentHeadChunk(chunkDiskMapper)
 						}
 						require.NoError(b, chunkDiskMapper.Close())
@@ -258,7 +263,7 @@ func BenchmarkLoadWAL(b *testing.B) {
 						opts := DefaultHeadOptions()
 						opts.ChunkRange = 1000
 						opts.ChunkDirRoot = w.Dir()
-						h, err := NewHead(nil, nil, w, opts, nil)
+						h, err := NewHead(nil, nil, w, nil, opts, nil)
 						require.NoError(b, err)
 						h.Init(0)
 					}
@@ -274,7 +279,7 @@ func BenchmarkLoadWAL(b *testing.B) {
 // While appending the samples to the head it concurrently queries them from multiple go routines and verifies that the
 // returned results are correct.
 func TestHead_HighConcurrencyReadAndWrite(t *testing.T) {
-	head, _ := newTestHead(t, DefaultBlockDuration, false)
+	head, _ := newTestHead(t, DefaultBlockDuration, false, false)
 	defer func() {
 		require.NoError(t, head.Close())
 	}()
@@ -490,7 +495,7 @@ func TestHead_ReadWAL(t *testing.T) {
 				},
 			}
 
-			head, w := newTestHead(t, 1000, compress)
+			head, w := newTestHead(t, 1000, compress, false)
 			defer func() {
 				require.NoError(t, head.Close())
 			}()
@@ -518,11 +523,11 @@ func TestHead_ReadWAL(t *testing.T) {
 				require.NoError(t, c.Err())
 				return x
 			}
-			require.Equal(t, []sample{{100, 2, nil, nil}, {101, 5, nil, nil}}, expandChunk(s10.iterator(0, nil, head.chunkDiskMapper, nil)))
-			require.Equal(t, []sample{{101, 6, nil, nil}}, expandChunk(s50.iterator(0, nil, head.chunkDiskMapper, nil)))
+			require.Equal(t, []sample{{100, 2, nil, nil}, {101, 5, nil, nil}}, expandChunk(s10.iterator(0, nil, head.chunkDiskMapper, nil, nil)))
+			require.Equal(t, []sample{{101, 6, nil, nil}}, expandChunk(s50.iterator(0, nil, head.chunkDiskMapper, nil, nil)))
 			// The samples before the new series record should be discarded since a duplicate record
 			// is only possible when old samples were compacted.
-			require.Equal(t, []sample{{101, 7, nil, nil}}, expandChunk(s100.iterator(0, nil, head.chunkDiskMapper, nil)))
+			require.Equal(t, []sample{{101, 7, nil, nil}}, expandChunk(s100.iterator(0, nil, head.chunkDiskMapper, nil, nil)))
 
 			q, err := head.ExemplarQuerier(context.Background())
 			require.NoError(t, err)
@@ -534,7 +539,7 @@ func TestHead_ReadWAL(t *testing.T) {
 }
 
 func TestHead_WALMultiRef(t *testing.T) {
-	head, w := newTestHead(t, 1000, false)
+	head, w := newTestHead(t, 1000, false, false)
 
 	require.NoError(t, head.Init(0))
 
@@ -575,7 +580,7 @@ func TestHead_WALMultiRef(t *testing.T) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = w.Dir()
-	head, err = NewHead(nil, nil, w, opts, nil)
+	head, err = NewHead(nil, nil, w, nil, opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(0))
 	defer func() {
@@ -594,7 +599,7 @@ func TestHead_WALMultiRef(t *testing.T) {
 }
 
 func TestHead_ActiveAppenders(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	defer head.Close()
 
 	require.NoError(t, head.Init(0))
@@ -627,14 +632,14 @@ func TestHead_ActiveAppenders(t *testing.T) {
 }
 
 func TestHead_UnknownWALRecord(t *testing.T) {
-	head, w := newTestHead(t, 1000, false)
+	head, w := newTestHead(t, 1000, false, false)
 	w.Log([]byte{255, 42})
 	require.NoError(t, head.Init(0))
 	require.NoError(t, head.Close())
 }
 
 func TestHead_Truncate(t *testing.T) {
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -729,6 +734,7 @@ func TestMemSeries_truncateChunks(t *testing.T) {
 	defer func() {
 		require.NoError(t, chunkDiskMapper.Close())
 	}()
+	const chunkRange = 2000
 
 	memChunkPool := sync.Pool{
 		New: func() interface{} {
@@ -736,10 +742,10 @@ func TestMemSeries_truncateChunks(t *testing.T) {
 		},
 	}
 
-	s := newMemSeries(labels.FromStrings("a", "b"), 1, 2000, &memChunkPool, defaultIsolationDisabled)
+	s := newMemSeries(labels.FromStrings("a", "b"), 1, defaultIsolationDisabled)
 
 	for i := 0; i < 4000; i += 5 {
-		ok, _ := s.append(int64(i), float64(i), 0, chunkDiskMapper)
+		ok, _ := s.append(int64(i), float64(i), 0, chunkDiskMapper, chunkRange)
 		require.True(t, ok, "sample append failed")
 	}
 
@@ -747,33 +753,23 @@ func TestMemSeries_truncateChunks(t *testing.T) {
 	// that the ID of the last chunk still gives us the same chunk afterwards.
 	countBefore := len(s.mmappedChunks) + 1 // +1 for the head chunk.
 	lastID := s.headChunkID(countBefore - 1)
-	lastChunk, _, err := s.chunk(lastID, chunkDiskMapper)
+	lastChunk, _, err := s.chunk(lastID, chunkDiskMapper, &memChunkPool)
 	require.NoError(t, err)
 	require.NotNil(t, lastChunk)
 
-	chk, _, err := s.chunk(0, chunkDiskMapper)
+	chk, _, err := s.chunk(0, chunkDiskMapper, &memChunkPool)
 	require.NotNil(t, chk)
 	require.NoError(t, err)
 
-	s.truncateChunksBefore(2000)
+	s.truncateChunksBefore(2000, 0)
 
 	require.Equal(t, int64(2000), s.mmappedChunks[0].minTime)
-	_, _, err = s.chunk(0, chunkDiskMapper)
+	_, _, err = s.chunk(0, chunkDiskMapper, &memChunkPool)
 	require.Equal(t, storage.ErrNotFound, err, "first chunks not gone")
 	require.Equal(t, countBefore/2, len(s.mmappedChunks)+1) // +1 for the head chunk.
-	chk, _, err = s.chunk(lastID, chunkDiskMapper)
+	chk, _, err = s.chunk(lastID, chunkDiskMapper, &memChunkPool)
 	require.NoError(t, err)
 	require.Equal(t, lastChunk, chk)
-
-	// Validate that the series' sample buffer is applied correctly to the last chunk
-	// after truncation.
-	it1 := s.iterator(s.headChunkID(len(s.mmappedChunks)), nil, chunkDiskMapper, nil)
-	_, ok := it1.(*memSafeIterator)
-	require.True(t, ok)
-
-	it2 := s.iterator(s.headChunkID(len(s.mmappedChunks)-1), nil, chunkDiskMapper, nil)
-	_, ok = it2.(*memSafeIterator)
-	require.False(t, ok, "non-last chunk incorrectly wrapped with sample buffer")
 }
 
 func TestHeadDeleteSeriesWithoutSamples(t *testing.T) {
@@ -792,7 +788,7 @@ func TestHeadDeleteSeriesWithoutSamples(t *testing.T) {
 					{Ref: 50, T: 90, V: 1},
 				},
 			}
-			head, w := newTestHead(t, 1000, compress)
+			head, w := newTestHead(t, 1000, compress, false)
 			defer func() {
 				require.NoError(t, head.Close())
 			}()
@@ -816,6 +812,7 @@ func TestHeadDeleteSimple(t *testing.T) {
 	}
 	smplsAll := buildSmpls([]int64{0, 1, 2, 3, 4, 5, 6, 7, 8, 9})
 	lblDefault := labels.Label{Name: "a", Value: "b"}
+	lblsDefault := labels.FromStrings("a", "b")
 
 	cases := []struct {
 		dranges    tombstones.Intervals
@@ -859,11 +856,12 @@ func TestHeadDeleteSimple(t *testing.T) {
 	for _, compress := range []bool{false, true} {
 		t.Run(fmt.Sprintf("compress=%t", compress), func(t *testing.T) {
 			for _, c := range cases {
-				head, w := newTestHead(t, 1000, compress)
+				head, w := newTestHead(t, 1000, compress, false)
+				require.NoError(t, head.Init(0))
 
 				app := head.Appender(context.Background())
 				for _, smpl := range smplsAll {
-					_, err := app.Append(0, labels.Labels{lblDefault}, smpl.t, smpl.v)
+					_, err := app.Append(0, lblsDefault, smpl.t, smpl.v)
 					require.NoError(t, err)
 
 				}
@@ -877,7 +875,7 @@ func TestHeadDeleteSimple(t *testing.T) {
 				// Add more samples.
 				app = head.Appender(context.Background())
 				for _, smpl := range c.addSamples {
-					_, err := app.Append(0, labels.Labels{lblDefault}, smpl.t, smpl.v)
+					_, err := app.Append(0, lblsDefault, smpl.t, smpl.v)
 					require.NoError(t, err)
 
 				}
@@ -889,7 +887,7 @@ func TestHeadDeleteSimple(t *testing.T) {
 				opts := DefaultHeadOptions()
 				opts.ChunkRange = 1000
 				opts.ChunkDirRoot = reloadedW.Dir()
-				reloadedHead, err := NewHead(nil, nil, reloadedW, opts, nil)
+				reloadedHead, err := NewHead(nil, nil, reloadedW, nil, opts, nil)
 				require.NoError(t, err)
 				require.NoError(t, reloadedHead.Init(0))
 
@@ -901,7 +899,7 @@ func TestHeadDeleteSimple(t *testing.T) {
 					actSeriesSet := q.Select(false, nil, labels.MustNewMatcher(labels.MatchEqual, lblDefault.Name, lblDefault.Value))
 					require.NoError(t, q.Close())
 					expSeriesSet := newMockSeriesSet([]storage.Series{
-						storage.NewListSeries(labels.Labels{lblDefault}, func() []tsdbutil.Sample {
+						storage.NewListSeries(lblsDefault, func() []tsdbutil.Sample {
 							ss := make([]tsdbutil.Sample, 0, len(c.smplsExp))
 							for _, s := range c.smplsExp {
 								ss = append(ss, s)
@@ -939,7 +937,7 @@ func TestHeadDeleteSimple(t *testing.T) {
 }
 
 func TestDeleteUntilCurMax(t *testing.T) {
-	hb, _ := newTestHead(t, 1000000, false)
+	hb, _ := newTestHead(t, 1000000, false, false)
 	defer func() {
 		require.NoError(t, hb.Close())
 	}()
@@ -949,7 +947,7 @@ func TestDeleteUntilCurMax(t *testing.T) {
 	smpls := make([]float64, numSamples)
 	for i := int64(0); i < numSamples; i++ {
 		smpls[i] = rand.Float64()
-		_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, i, smpls[i])
+		_, err := app.Append(0, labels.FromStrings("a", "b"), i, smpls[i])
 		require.NoError(t, err)
 	}
 	require.NoError(t, app.Commit())
@@ -970,7 +968,7 @@ func TestDeleteUntilCurMax(t *testing.T) {
 
 	// Add again and test for presence.
 	app = hb.Appender(context.Background())
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 11, 1)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 11, 1)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 	q, err = NewBlockQuerier(hb, 0, 100000)
@@ -992,11 +990,11 @@ func TestDeletedSamplesAndSeriesStillInWALAfterCheckpoint(t *testing.T) {
 	numSamples := 10000
 
 	// Enough samples to cause a checkpoint.
-	hb, w := newTestHead(t, int64(numSamples)*10, false)
+	hb, w := newTestHead(t, int64(numSamples)*10, false, false)
 
 	for i := 0; i < numSamples; i++ {
 		app := hb.Appender(context.Background())
-		_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, int64(i), 0)
+		_, err := app.Append(0, labels.FromStrings("a", "b"), int64(i), 0)
 		require.NoError(t, err)
 		require.NoError(t, app.Commit())
 	}
@@ -1084,7 +1082,7 @@ func TestDelete_e2e(t *testing.T) {
 		seriesMap[labels.New(l...).String()] = []tsdbutil.Sample{}
 	}
 
-	hb, _ := newTestHead(t, 100000, false)
+	hb, _ := newTestHead(t, 100000, false, false)
 	defer func() {
 		require.NoError(t, hb.Close())
 	}()
@@ -1272,25 +1270,26 @@ func TestMemSeries_append(t *testing.T) {
 	defer func() {
 		require.NoError(t, chunkDiskMapper.Close())
 	}()
+	const chunkRange = 500
 
-	s := newMemSeries(labels.Labels{}, 1, 500, nil, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
 
 	// Add first two samples at the very end of a chunk range and the next two
 	// on and after it.
 	// New chunk must correctly be cut at 1000.
-	ok, chunkCreated := s.append(998, 1, 0, chunkDiskMapper)
+	ok, chunkCreated := s.append(998, 1, 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.True(t, chunkCreated, "first sample created chunk")
 
-	ok, chunkCreated = s.append(999, 2, 0, chunkDiskMapper)
+	ok, chunkCreated = s.append(999, 2, 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.False(t, chunkCreated, "second sample should use same chunk")
 
-	ok, chunkCreated = s.append(1000, 3, 0, chunkDiskMapper)
+	ok, chunkCreated = s.append(1000, 3, 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.True(t, chunkCreated, "expected new chunk on boundary")
 
-	ok, chunkCreated = s.append(1001, 4, 0, chunkDiskMapper)
+	ok, chunkCreated = s.append(1001, 4, 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.False(t, chunkCreated, "second sample should use same chunk")
 
@@ -1303,7 +1302,7 @@ func TestMemSeries_append(t *testing.T) {
 	// Fill the range [1000,2000) with many samples. Intermediate chunks should be cut
 	// at approximately 120 samples per chunk.
 	for i := 1; i < 1000; i++ {
-		ok, _ := s.append(1001+int64(i), float64(i), 0, chunkDiskMapper)
+		ok, _ := s.append(1001+int64(i), float64(i), 0, chunkDiskMapper, chunkRange)
 		require.True(t, ok, "append failed")
 	}
 
@@ -1325,8 +1324,9 @@ func TestMemSeries_appendHistogram(t *testing.T) {
 	defer func() {
 		require.NoError(t, chunkDiskMapper.Close())
 	}()
+	chunkRange := int64(1000)
 
-	s := newMemSeries(labels.Labels{}, 1, 500, nil, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
 
 	histograms := GenerateTestHistograms(4)
 	histogramWithOneMoreBucket := histograms[3].Copy()
@@ -1338,19 +1338,19 @@ func TestMemSeries_appendHistogram(t *testing.T) {
 	// Add first two samples at the very end of a chunk range and the next two
 	// on and after it.
 	// New chunk must correctly be cut at 1000.
-	ok, chunkCreated := s.appendHistogram(998, histograms[0], 0, chunkDiskMapper)
+	ok, chunkCreated := s.appendHistogram(998, histograms[0], 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.True(t, chunkCreated, "first sample created chunk")
 
-	ok, chunkCreated = s.appendHistogram(999, histograms[1], 0, chunkDiskMapper)
+	ok, chunkCreated = s.appendHistogram(999, histograms[1], 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.False(t, chunkCreated, "second sample should use same chunk")
 
-	ok, chunkCreated = s.appendHistogram(1000, histograms[2], 0, chunkDiskMapper)
+	ok, chunkCreated = s.appendHistogram(1000, histograms[2], 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.True(t, chunkCreated, "expected new chunk on boundary")
 
-	ok, chunkCreated = s.appendHistogram(1001, histograms[3], 0, chunkDiskMapper)
+	ok, chunkCreated = s.appendHistogram(1001, histograms[3], 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.False(t, chunkCreated, "second sample should use same chunk")
 
@@ -1360,7 +1360,7 @@ func TestMemSeries_appendHistogram(t *testing.T) {
 	require.Equal(t, int64(1000), s.headChunk.minTime, "wrong chunk range")
 	require.Equal(t, int64(1001), s.headChunk.maxTime, "wrong chunk range")
 
-	ok, chunkCreated = s.appendHistogram(1002, histogramWithOneMoreBucket, 0, chunkDiskMapper)
+	ok, chunkCreated = s.appendHistogram(1002, histogramWithOneMoreBucket, 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "append failed")
 	require.False(t, chunkCreated, "third sample should trigger a re-encoded chunk")
 
@@ -1380,8 +1380,9 @@ func TestMemSeries_append_atVariableRate(t *testing.T) {
 	t.Cleanup(func() {
 		require.NoError(t, chunkDiskMapper.Close())
 	})
+	chunkRange := DefaultBlockDuration
 
-	s := newMemSeries(labels.Labels{}, 1, DefaultBlockDuration, nil, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
 
 	// At this slow rate, we will fill the chunk in two block durations.
 	slowRate := (DefaultBlockDuration * 2) / samplesPerChunk
@@ -1389,7 +1390,7 @@ func TestMemSeries_append_atVariableRate(t *testing.T) {
 	var nextTs int64
 	var totalAppendedSamples int
 	for i := 0; i < samplesPerChunk/4; i++ {
-		ok, _ := s.append(nextTs, float64(i), 0, chunkDiskMapper)
+		ok, _ := s.append(nextTs, float64(i), 0, chunkDiskMapper, chunkRange)
 		require.Truef(t, ok, "slow sample %d was not appended", i)
 		nextTs += slowRate
 		totalAppendedSamples++
@@ -1398,12 +1399,12 @@ func TestMemSeries_append_atVariableRate(t *testing.T) {
 
 	// Suddenly, the rate increases and we receive a sample every millisecond.
 	for i := 0; i < math.MaxUint16; i++ {
-		ok, _ := s.append(nextTs, float64(i), 0, chunkDiskMapper)
+		ok, _ := s.append(nextTs, float64(i), 0, chunkDiskMapper, chunkRange)
 		require.Truef(t, ok, "quick sample %d was not appended", i)
 		nextTs++
 		totalAppendedSamples++
 	}
-	ok, chunkCreated := s.append(DefaultBlockDuration, float64(0), 0, chunkDiskMapper)
+	ok, chunkCreated := s.append(DefaultBlockDuration, float64(0), 0, chunkDiskMapper, chunkRange)
 	require.True(t, ok, "new chunk sample was not appended")
 	require.True(t, chunkCreated, "sample at block duration timestamp should create a new chunk")
 
@@ -1417,7 +1418,8 @@ func TestMemSeries_append_atVariableRate(t *testing.T) {
 
 func TestGCChunkAccess(t *testing.T) {
 	// Put a chunk, select it. GC it and then access it.
-	h, _ := newTestHead(t, 1000, false)
+	const chunkRange = 1000
+	h, _ := newTestHead(t, chunkRange, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -1427,18 +1429,18 @@ func TestGCChunkAccess(t *testing.T) {
 	s, _, _ := h.getOrCreate(1, labels.FromStrings("a", "1"))
 
 	// Appending 2 samples for the first chunk.
-	ok, chunkCreated := s.append(0, 0, 0, h.chunkDiskMapper)
+	ok, chunkCreated := s.append(0, 0, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.True(t, chunkCreated, "chunks was not created")
-	ok, chunkCreated = s.append(999, 999, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(999, 999, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.False(t, chunkCreated, "chunks was created")
 
 	// A new chunks should be created here as it's beyond the chunk range.
-	ok, chunkCreated = s.append(1000, 1000, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(1000, 1000, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.True(t, chunkCreated, "chunks was not created")
-	ok, chunkCreated = s.append(1999, 1999, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(1999, 1999, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.False(t, chunkCreated, "chunks was created")
 
@@ -1449,29 +1451,28 @@ func TestGCChunkAccess(t *testing.T) {
 	)
 	require.NoError(t, idx.Series(1, &lset, &chunks))
 
-	require.Equal(t, labels.Labels{{
-		Name: "a", Value: "1",
-	}}, lset)
+	require.Equal(t, labels.FromStrings("a", "1"), lset)
 	require.Equal(t, 2, len(chunks))
 
 	cr, err := h.chunksRange(0, 1500, nil)
 	require.NoError(t, err)
-	_, err = cr.Chunk(chunks[0].Ref)
+	_, err = cr.Chunk(chunks[0])
 	require.NoError(t, err)
-	_, err = cr.Chunk(chunks[1].Ref)
+	_, err = cr.Chunk(chunks[1])
 	require.NoError(t, err)
 
 	require.NoError(t, h.Truncate(1500)) // Remove a chunk.
 
-	_, err = cr.Chunk(chunks[0].Ref)
+	_, err = cr.Chunk(chunks[0])
 	require.Equal(t, storage.ErrNotFound, err)
-	_, err = cr.Chunk(chunks[1].Ref)
+	_, err = cr.Chunk(chunks[1])
 	require.NoError(t, err)
 }
 
 func TestGCSeriesAccess(t *testing.T) {
 	// Put a series, select it. GC it and then access it.
-	h, _ := newTestHead(t, 1000, false)
+	const chunkRange = 1000
+	h, _ := newTestHead(t, chunkRange, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -1481,18 +1482,18 @@ func TestGCSeriesAccess(t *testing.T) {
 	s, _, _ := h.getOrCreate(1, labels.FromStrings("a", "1"))
 
 	// Appending 2 samples for the first chunk.
-	ok, chunkCreated := s.append(0, 0, 0, h.chunkDiskMapper)
+	ok, chunkCreated := s.append(0, 0, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.True(t, chunkCreated, "chunks was not created")
-	ok, chunkCreated = s.append(999, 999, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(999, 999, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.False(t, chunkCreated, "chunks was created")
 
 	// A new chunks should be created here as it's beyond the chunk range.
-	ok, chunkCreated = s.append(1000, 1000, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(1000, 1000, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.True(t, chunkCreated, "chunks was not created")
-	ok, chunkCreated = s.append(1999, 1999, 0, h.chunkDiskMapper)
+	ok, chunkCreated = s.append(1999, 1999, 0, h.chunkDiskMapper, chunkRange)
 	require.True(t, ok, "series append failed")
 	require.False(t, chunkCreated, "chunks was created")
 
@@ -1503,30 +1504,28 @@ func TestGCSeriesAccess(t *testing.T) {
 	)
 	require.NoError(t, idx.Series(1, &lset, &chunks))
 
-	require.Equal(t, labels.Labels{{
-		Name: "a", Value: "1",
-	}}, lset)
+	require.Equal(t, labels.FromStrings("a", "1"), lset)
 	require.Equal(t, 2, len(chunks))
 
 	cr, err := h.chunksRange(0, 2000, nil)
 	require.NoError(t, err)
-	_, err = cr.Chunk(chunks[0].Ref)
+	_, err = cr.Chunk(chunks[0])
 	require.NoError(t, err)
-	_, err = cr.Chunk(chunks[1].Ref)
+	_, err = cr.Chunk(chunks[1])
 	require.NoError(t, err)
 
 	require.NoError(t, h.Truncate(2000)) // Remove the series.
 
 	require.Equal(t, (*memSeries)(nil), h.series.getByID(1))
 
-	_, err = cr.Chunk(chunks[0].Ref)
+	_, err = cr.Chunk(chunks[0])
 	require.Equal(t, storage.ErrNotFound, err)
-	_, err = cr.Chunk(chunks[1].Ref)
+	_, err = cr.Chunk(chunks[1])
 	require.Equal(t, storage.ErrNotFound, err)
 }
 
 func TestUncommittedSamplesNotLostOnTruncate(t *testing.T) {
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -1556,7 +1555,7 @@ func TestUncommittedSamplesNotLostOnTruncate(t *testing.T) {
 }
 
 func TestRemoveSeriesAfterRollbackAndTruncate(t *testing.T) {
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -1589,7 +1588,7 @@ func TestRemoveSeriesAfterRollbackAndTruncate(t *testing.T) {
 func TestHead_LogRollback(t *testing.T) {
 	for _, compress := range []bool{false, true} {
 		t.Run(fmt.Sprintf("compress=%t", compress), func(t *testing.T) {
-			h, w := newTestHead(t, 1000, compress)
+			h, w := newTestHead(t, 1000, compress, false)
 			defer func() {
 				require.NoError(t, h.Close())
 			}()
@@ -1666,7 +1665,7 @@ func TestWalRepair_DecodingError(t *testing.T) {
 					opts := DefaultHeadOptions()
 					opts.ChunkRange = 1
 					opts.ChunkDirRoot = w.Dir()
-					h, err := NewHead(nil, nil, w, opts, nil)
+					h, err := NewHead(nil, nil, w, nil, opts, nil)
 					require.NoError(t, err)
 					require.Equal(t, 0.0, prom_testutil.ToFloat64(h.metrics.walCorruptionsTotal))
 					initErr := h.Init(math.MinInt64)
@@ -1720,7 +1719,8 @@ func TestHeadReadWriterRepair(t *testing.T) {
 		opts := DefaultHeadOptions()
 		opts.ChunkRange = chunkRange
 		opts.ChunkDirRoot = dir
-		h, err := NewHead(nil, nil, w, opts, nil)
+		opts.ChunkWriteQueueSize = 1 // We need to set this option so that we use the async queue. Upstream prometheus uses the queue directly.
+		h, err := NewHead(nil, nil, w, nil, opts, nil)
 		require.NoError(t, err)
 		require.Equal(t, 0.0, prom_testutil.ToFloat64(h.metrics.mmapChunkCorruptionTotal))
 		require.NoError(t, h.Init(math.MinInt64))
@@ -1729,10 +1729,10 @@ func TestHeadReadWriterRepair(t *testing.T) {
 		require.True(t, created, "series was not created")
 
 		for i := 0; i < 7; i++ {
-			ok, chunkCreated := s.append(int64(i*chunkRange), float64(i*chunkRange), 0, h.chunkDiskMapper)
+			ok, chunkCreated := s.append(int64(i*chunkRange), float64(i*chunkRange), 0, h.chunkDiskMapper, chunkRange)
 			require.True(t, ok, "series append failed")
 			require.True(t, chunkCreated, "chunk was not created")
-			ok, chunkCreated = s.append(int64(i*chunkRange)+chunkRange-1, float64(i*chunkRange), 0, h.chunkDiskMapper)
+			ok, chunkCreated = s.append(int64(i*chunkRange)+chunkRange-1, float64(i*chunkRange), 0, h.chunkDiskMapper, chunkRange)
 			require.True(t, ok, "series append failed")
 			require.False(t, chunkCreated, "chunk was created")
 			h.chunkDiskMapper.CutNewFile()
@@ -1775,13 +1775,13 @@ func TestHeadReadWriterRepair(t *testing.T) {
 }
 
 func TestNewWalSegmentOnTruncate(t *testing.T) {
-	h, wlog := newTestHead(t, 1000, false)
+	h, wlog := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
 	add := func(ts int64) {
 		app := h.Appender(context.Background())
-		_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, ts, 0)
+		_, err := app.Append(0, labels.FromStrings("a", "b"), ts, 0)
 		require.NoError(t, err)
 		require.NoError(t, app.Commit())
 	}
@@ -1805,7 +1805,7 @@ func TestNewWalSegmentOnTruncate(t *testing.T) {
 }
 
 func TestAddDuplicateLabelName(t *testing.T) {
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -1817,9 +1817,9 @@ func TestAddDuplicateLabelName(t *testing.T) {
 		require.Equal(t, fmt.Sprintf(`label name "%s" is not unique: invalid sample`, labelName), err.Error())
 	}
 
-	add(labels.Labels{{Name: "a", Value: "c"}, {Name: "a", Value: "b"}}, "a")
-	add(labels.Labels{{Name: "a", Value: "c"}, {Name: "a", Value: "c"}}, "a")
-	add(labels.Labels{{Name: "__name__", Value: "up"}, {Name: "job", Value: "prometheus"}, {Name: "le", Value: "500"}, {Name: "le", Value: "400"}, {Name: "unit", Value: "s"}}, "le")
+	add(labels.FromStrings("a", "c", "a", "b"), "a")
+	add(labels.FromStrings("a", "c", "a", "c"), "a")
+	add(labels.FromStrings("__name__", "up", "job", "prometheus", "le", "500", "le", "400", "unit", "s"), "le")
 }
 
 func TestMemSeriesIsolation(t *testing.T) {
@@ -1888,7 +1888,7 @@ func TestMemSeriesIsolation(t *testing.T) {
 	}
 
 	// Test isolation without restart of Head.
-	hb, _ := newTestHead(t, 1000, false)
+	hb, _ := newTestHead(t, 1000, false, false)
 	i := addSamples(hb)
 	testIsolation(hb, i)
 
@@ -1950,7 +1950,7 @@ func TestMemSeriesIsolation(t *testing.T) {
 	require.NoError(t, hb.Close())
 
 	// Test isolation with restart of Head. This is to verify the num samples of chunks after m-map chunk replay.
-	hb, w := newTestHead(t, 1000, false)
+	hb, w := newTestHead(t, 1000, false, false)
 	i = addSamples(hb)
 	require.NoError(t, hb.Close())
 
@@ -1959,7 +1959,7 @@ func TestMemSeriesIsolation(t *testing.T) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = wlog.Dir()
-	hb, err = NewHead(nil, nil, wlog, opts, nil)
+	hb, err = NewHead(nil, nil, wlog, nil, opts, nil)
 	defer func() { require.NoError(t, hb.Close()) }()
 	require.NoError(t, err)
 	require.NoError(t, hb.Init(0))
@@ -2003,7 +2003,7 @@ func TestIsolationRollback(t *testing.T) {
 	}
 
 	// Rollback after a failed append and test if the low watermark has progressed anyway.
-	hb, _ := newTestHead(t, 1000, false)
+	hb, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, hb.Close())
 	}()
@@ -2034,7 +2034,7 @@ func TestIsolationLowWatermarkMonotonous(t *testing.T) {
 		t.Skip("skipping test since tsdb isolation is disabled")
 	}
 
-	hb, _ := newTestHead(t, 1000, false)
+	hb, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, hb.Close())
 	}()
@@ -2071,7 +2071,7 @@ func TestIsolationAppendIDZeroIsNoop(t *testing.T) {
 		t.Skip("skipping test since tsdb isolation is disabled")
 	}
 
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -2080,7 +2080,7 @@ func TestIsolationAppendIDZeroIsNoop(t *testing.T) {
 
 	s, _, _ := h.getOrCreate(1, labels.FromStrings("a", "1"))
 
-	ok, _ := s.append(0, 0, 0, h.chunkDiskMapper)
+	ok, _ := s.append(0, 0, 0, h.chunkDiskMapper, h.chunkRange.Load())
 	require.True(t, ok, "Series append failed.")
 	require.Equal(t, 0, s.txs.txIDCount, "Series should not have an appendID after append with appendID=0.")
 }
@@ -2096,7 +2096,7 @@ func TestIsolationWithoutAdd(t *testing.T) {
 		t.Skip("skipping test since tsdb isolation is disabled")
 	}
 
-	hb, _ := newTestHead(t, 1000, false)
+	hb, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, hb.Close())
 	}()
@@ -2191,7 +2191,7 @@ func TestOutOfOrderSamplesMetric(t *testing.T) {
 }
 
 func testHeadSeriesChunkRace(t *testing.T) {
-	h, _ := newTestHead(t, 1000, false)
+	h, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, h.Close())
 	}()
@@ -2201,7 +2201,7 @@ func testHeadSeriesChunkRace(t *testing.T) {
 	s2, err := app.Append(0, labels.FromStrings("foo2", "bar"), 5, 0)
 	require.NoError(t, err)
 	for ts := int64(6); ts < 11; ts++ {
-		_, err = app.Append(s2, nil, ts, 0)
+		_, err = app.Append(s2, labels.EmptyLabels(), ts, 0)
 		require.NoError(t, err)
 	}
 	require.NoError(t, app.Commit())
@@ -2226,7 +2226,7 @@ func testHeadSeriesChunkRace(t *testing.T) {
 }
 
 func TestHeadLabelNamesValuesWithMinMaxRange(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, head.Close())
 	}()
@@ -2248,7 +2248,7 @@ func TestHeadLabelNamesValuesWithMinMaxRange(t *testing.T) {
 
 	app := head.Appender(context.Background())
 	for i, name := range expectedLabelNames {
-		_, err := app.Append(0, labels.Labels{{Name: name, Value: expectedLabelValues[i]}}, seriesTimestamps[i], 0)
+		_, err := app.Append(0, labels.FromStrings(name, expectedLabelValues[i]), seriesTimestamps[i], 0)
 		require.NoError(t, err)
 	}
 	require.NoError(t, app.Commit())
@@ -2286,15 +2286,15 @@ func TestHeadLabelNamesValuesWithMinMaxRange(t *testing.T) {
 }
 
 func TestHeadLabelValuesWithMatchers(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	t.Cleanup(func() { require.NoError(t, head.Close()) })
 
 	app := head.Appender(context.Background())
 	for i := 0; i < 100; i++ {
-		_, err := app.Append(0, labels.Labels{
-			{Name: "tens", Value: fmt.Sprintf("value%d", i/10)},
-			{Name: "unique", Value: fmt.Sprintf("value%d", i)},
-		}, 100, 0)
+		_, err := app.Append(0, labels.FromStrings(
+			"tens", fmt.Sprintf("value%d", i/10),
+			"unique", fmt.Sprintf("value%d", i),
+		), 100, 0)
 		require.NoError(t, err)
 	}
 	require.NoError(t, app.Commit())
@@ -2345,32 +2345,32 @@ func TestHeadLabelValuesWithMatchers(t *testing.T) {
 }
 
 func TestHeadLabelNamesWithMatchers(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, head.Close())
 	}()
 
 	app := head.Appender(context.Background())
 	for i := 0; i < 100; i++ {
-		_, err := app.Append(0, labels.Labels{
-			{Name: "unique", Value: fmt.Sprintf("value%d", i)},
-		}, 100, 0)
+		_, err := app.Append(0, labels.FromStrings(
+			"unique", fmt.Sprintf("value%d", i),
+		), 100, 0)
 		require.NoError(t, err)
 
 		if i%10 == 0 {
-			_, err := app.Append(0, labels.Labels{
-				{Name: "tens", Value: fmt.Sprintf("value%d", i/10)},
-				{Name: "unique", Value: fmt.Sprintf("value%d", i)},
-			}, 100, 0)
+			_, err := app.Append(0, labels.FromStrings(
+				"tens", fmt.Sprintf("value%d", i/10),
+				"unique", fmt.Sprintf("value%d", i),
+			), 100, 0)
 			require.NoError(t, err)
 		}
 
 		if i%20 == 0 {
-			_, err := app.Append(0, labels.Labels{
-				{Name: "tens", Value: fmt.Sprintf("value%d", i/10)},
-				{Name: "twenties", Value: fmt.Sprintf("value%d", i/20)},
-				{Name: "unique", Value: fmt.Sprintf("value%d", i)},
-			}, 100, 0)
+			_, err := app.Append(0, labels.FromStrings(
+				"tens", fmt.Sprintf("value%d", i/10),
+				"twenties", fmt.Sprintf("value%d", i/20),
+				"unique", fmt.Sprintf("value%d", i),
+			), 100, 0)
 			require.NoError(t, err)
 		}
 	}
@@ -2413,34 +2413,34 @@ func TestHeadLabelNamesWithMatchers(t *testing.T) {
 }
 
 func TestErrReuseAppender(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	defer func() {
 		require.NoError(t, head.Close())
 	}()
 
 	app := head.Appender(context.Background())
-	_, err := app.Append(0, labels.Labels{{Name: "test", Value: "test"}}, 0, 0)
+	_, err := app.Append(0, labels.FromStrings("test", "test"), 0, 0)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 	require.Error(t, app.Commit())
 	require.Error(t, app.Rollback())
 
 	app = head.Appender(context.Background())
-	_, err = app.Append(0, labels.Labels{{Name: "test", Value: "test"}}, 1, 0)
+	_, err = app.Append(0, labels.FromStrings("test", "test"), 1, 0)
 	require.NoError(t, err)
 	require.NoError(t, app.Rollback())
 	require.Error(t, app.Rollback())
 	require.Error(t, app.Commit())
 
 	app = head.Appender(context.Background())
-	_, err = app.Append(0, labels.Labels{{Name: "test", Value: "test"}}, 2, 0)
+	_, err = app.Append(0, labels.FromStrings("test", "test"), 2, 0)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 	require.Error(t, app.Rollback())
 	require.Error(t, app.Commit())
 
 	app = head.Appender(context.Background())
-	_, err = app.Append(0, labels.Labels{{Name: "test", Value: "test"}}, 3, 0)
+	_, err = app.Append(0, labels.FromStrings("test", "test"), 3, 0)
 	require.NoError(t, err)
 	require.NoError(t, app.Rollback())
 	require.Error(t, app.Commit())
@@ -2449,14 +2449,14 @@ func TestErrReuseAppender(t *testing.T) {
 
 func TestHeadMintAfterTruncation(t *testing.T) {
 	chunkRange := int64(2000)
-	head, _ := newTestHead(t, chunkRange, false)
+	head, _ := newTestHead(t, chunkRange, false, false)
 
 	app := head.Appender(context.Background())
-	_, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 100, 100)
+	_, err := app.Append(0, labels.FromStrings("a", "b"), 100, 100)
 	require.NoError(t, err)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 4000, 200)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 4000, 200)
 	require.NoError(t, err)
-	_, err = app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 8000, 300)
+	_, err = app.Append(0, labels.FromStrings("a", "b"), 8000, 300)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
@@ -2483,14 +2483,14 @@ func TestHeadMintAfterTruncation(t *testing.T) {
 
 func TestHeadExemplars(t *testing.T) {
 	chunkRange := int64(2000)
-	head, _ := newTestHead(t, chunkRange, false)
+	head, _ := newTestHead(t, chunkRange, false, false)
 	app := head.Appender(context.Background())
 
 	l := labels.FromStrings("traceId", "123")
 	// It is perfectly valid to add Exemplars before the current start time -
 	// histogram buckets that haven't been update in a while could still be
 	// exported exemplars from an hour ago.
-	ref, err := app.Append(0, labels.Labels{{Name: "a", Value: "b"}}, 100, 100)
+	ref, err := app.Append(0, labels.FromStrings("a", "b"), 100, 100)
 	require.NoError(t, err)
 	_, err = app.AppendExemplar(ref, l, exemplar.Exemplar{
 		Labels: l,
@@ -2505,20 +2505,18 @@ func TestHeadExemplars(t *testing.T) {
 
 func BenchmarkHeadLabelValuesWithMatchers(b *testing.B) {
 	chunkRange := int64(2000)
-	head, _ := newTestHead(b, chunkRange, false)
+	head, _ := newTestHead(b, chunkRange, false, false)
 	b.Cleanup(func() { require.NoError(b, head.Close()) })
 
 	app := head.Appender(context.Background())
 
 	metricCount := 1000000
 	for i := 0; i < metricCount; i++ {
-		// Note these series are not created in sort order: 'value2' sorts after 'value10'.
-		// This makes a big difference to the benchmark timing.
-		_, err := app.Append(0, labels.Labels{
-			{Name: "a_unique", Value: fmt.Sprintf("value%d", i)},
-			{Name: "b_tens", Value: fmt.Sprintf("value%d", i/(metricCount/10))},
-			{Name: "c_ninety", Value: fmt.Sprintf("value%d", i/(metricCount/10)/9)}, // "0" for the first 90%, then "1"
-		}, 100, 0)
+		_, err := app.Append(0, labels.FromStrings(
+			"a_unique", fmt.Sprintf("value%d", i),
+			"b_tens", fmt.Sprintf("value%d", i/(metricCount/10)),
+			"c_ninety", fmt.Sprintf("value%d", i/(metricCount/10)/9), // "0" for the first 90%, then "1"
+		), 100, 0)
 		require.NoError(b, err)
 	}
 	require.NoError(b, app.Commit())
@@ -2536,7 +2534,7 @@ func BenchmarkHeadLabelValuesWithMatchers(b *testing.B) {
 	}
 }
 
-func TestMemSafeIteratorSeekIntoBuffer(t *testing.T) {
+func TestIteratorSeekIntoBuffer(t *testing.T) {
 	dir := t.TempDir()
 	// This is usually taken from the Head, but passing manually here.
 	chunkDiskMapper, err := chunks.NewChunkDiskMapper(nil, dir, chunkenc.NewPool(), chunks.DefaultWriteBufferSize, chunks.DefaultWriteQueueSize)
@@ -2544,17 +2542,16 @@ func TestMemSafeIteratorSeekIntoBuffer(t *testing.T) {
 	defer func() {
 		require.NoError(t, chunkDiskMapper.Close())
 	}()
+	const chunkRange = 500
 
-	s := newMemSeries(labels.Labels{}, 1, 500, nil, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
 
 	for i := 0; i < 7; i++ {
-		ok, _ := s.append(int64(i), float64(i), 0, chunkDiskMapper)
+		ok, _ := s.append(int64(i), float64(i), 0, chunkDiskMapper, chunkRange)
 		require.True(t, ok, "sample append failed")
 	}
 
-	it := s.iterator(s.headChunkID(len(s.mmappedChunks)), nil, chunkDiskMapper, nil)
-	_, ok := it.(*memSafeIterator)
-	require.True(t, ok)
+	it := s.iterator(s.headChunkID(len(s.mmappedChunks)), nil, chunkDiskMapper, nil, nil)
 
 	// First point.
 	require.Equal(t, chunkenc.ValFloat, it.Seek(0))
@@ -2812,7 +2809,7 @@ func TestAppendHistogram(t *testing.T) {
 	l := labels.Labels{{Name: "a", Value: "b"}}
 	for _, numHistograms := range []int{1, 10, 150, 200, 250, 300} {
 		t.Run(fmt.Sprintf("%d", numHistograms), func(t *testing.T) {
-			head, _ := newTestHead(t, 1000, false)
+			head, _ := newTestHead(t, 1000, false, false)
 			t.Cleanup(func() {
 				require.NoError(t, head.Close())
 			})
@@ -2857,7 +2854,7 @@ func TestAppendHistogram(t *testing.T) {
 }
 
 func TestHistogramInWALAndMmapChunk(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	t.Cleanup(func() {
 		require.NoError(t, head.Close())
 	})
@@ -2928,7 +2925,7 @@ func TestHistogramInWALAndMmapChunk(t *testing.T) {
 	require.NoError(t, head.Close())
 	w, err := wal.NewSize(nil, nil, head.wal.Dir(), 32768, false)
 	require.NoError(t, err)
-	head, err = NewHead(nil, nil, w, head.opts, nil)
+	head, err = NewHead(nil, nil, w, nil, head.opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(0))
 
@@ -2947,7 +2944,7 @@ func TestHistogramInWALAndMmapChunk(t *testing.T) {
 }
 
 func TestChunkSnapshot(t *testing.T) {
-	head, _ := newTestHead(t, 120*4, false)
+	head, _ := newTestHead(t, 120*4, false, false)
 	defer func() {
 		head.opts.EnableMemorySnapshotOnShutdown = false
 		require.NoError(t, head.Close())
@@ -2967,7 +2964,7 @@ func TestChunkSnapshot(t *testing.T) {
 		e := ex{
 			seriesLabels: lbls,
 			e: exemplar.Exemplar{
-				Labels: labels.Labels{{Name: "traceID", Value: fmt.Sprintf("%d", rand.Int())}},
+				Labels: labels.FromStrings("traceID", fmt.Sprintf("%d", rand.Int())),
 				Value:  rand.Float64(),
 				Ts:     ts,
 			},
@@ -3026,7 +3023,7 @@ func TestChunkSnapshot(t *testing.T) {
 	openHeadAndCheckReplay := func() {
 		w, err := wal.NewSize(nil, nil, head.wal.Dir(), 32768, false)
 		require.NoError(t, err)
-		head, err = NewHead(nil, nil, w, head.opts, nil)
+		head, err = NewHead(nil, nil, w, nil, head.opts, nil)
 		require.NoError(t, err)
 		require.NoError(t, head.Init(math.MinInt64))
 
@@ -3039,7 +3036,7 @@ func TestChunkSnapshot(t *testing.T) {
 		// Add some initial samples with >=1 m-map chunk.
 		app := head.Appender(context.Background())
 		for i := 1; i <= numSeries; i++ {
-			lbls := labels.Labels{labels.Label{Name: "foo", Value: fmt.Sprintf("bar%d", i)}}
+			lbls := labels.FromStrings("foo", fmt.Sprintf("bar%d", i))
 			lblStr := lbls.String()
 			// 240 samples should m-map at least 1 chunk.
 			for ts := int64(1); ts <= 240; ts++ {
@@ -3099,7 +3096,7 @@ func TestChunkSnapshot(t *testing.T) {
 		// Add more samples.
 		app := head.Appender(context.Background())
 		for i := 1; i <= numSeries; i++ {
-			lbls := labels.Labels{labels.Label{Name: "foo", Value: fmt.Sprintf("bar%d", i)}}
+			lbls := labels.FromStrings("foo", fmt.Sprintf("bar%d", i))
 			lblStr := lbls.String()
 			// 240 samples should m-map at least 1 chunk.
 			for ts := int64(241); ts <= 480; ts++ {
@@ -3187,7 +3184,7 @@ func TestChunkSnapshot(t *testing.T) {
 }
 
 func TestSnapshotError(t *testing.T) {
-	head, _ := newTestHead(t, 120*4, false)
+	head, _ := newTestHead(t, 120*4, false, false)
 	defer func() {
 		head.opts.EnableMemorySnapshotOnShutdown = false
 		require.NoError(t, head.Close())
@@ -3195,7 +3192,7 @@ func TestSnapshotError(t *testing.T) {
 
 	// Add a sample.
 	app := head.Appender(context.Background())
-	lbls := labels.Labels{labels.Label{Name: "foo", Value: "bar"}}
+	lbls := labels.FromStrings("foo", "bar")
 	_, err := app.Append(0, lbls, 99, 99)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
@@ -3234,7 +3231,7 @@ func TestSnapshotError(t *testing.T) {
 	w, err := wal.NewSize(nil, nil, head.wal.Dir(), 32768, false)
 	require.NoError(t, err)
 	// Testing https://github.com/prometheus/prometheus/issues/9437 with the registry.
-	head, err = NewHead(prometheus.NewRegistry(), nil, w, head.opts, nil)
+	head, err = NewHead(prometheus.NewRegistry(), nil, w, nil, head.opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(math.MinInt64))
 
@@ -3247,7 +3244,7 @@ func TestSnapshotError(t *testing.T) {
 }
 
 func TestHistogramMetrics(t *testing.T) {
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	t.Cleanup(func() {
 		require.NoError(t, head.Close())
 	})
@@ -3272,7 +3269,7 @@ func TestHistogramMetrics(t *testing.T) {
 	require.NoError(t, head.Close())
 	w, err := wal.NewSize(nil, nil, head.wal.Dir(), 32768, false)
 	require.NoError(t, err)
-	head, err = NewHead(nil, nil, w, head.opts, nil)
+	head, err = NewHead(nil, nil, w, nil, head.opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(0))
 
@@ -3282,7 +3279,7 @@ func TestHistogramMetrics(t *testing.T) {
 func TestHistogramStaleSample(t *testing.T) {
 	l := labels.Labels{{Name: "a", Value: "b"}}
 	numHistograms := 20
-	head, _ := newTestHead(t, 100000, false)
+	head, _ := newTestHead(t, 100000, false, false)
 	t.Cleanup(func() {
 		require.NoError(t, head.Close())
 	})
@@ -3376,7 +3373,7 @@ func TestHistogramStaleSample(t *testing.T) {
 
 func TestHistogramCounterResetHeader(t *testing.T) {
 	l := labels.Labels{{Name: "a", Value: "b"}}
-	head, _ := newTestHead(t, 1000, false)
+	head, _ := newTestHead(t, 1000, false, false)
 	t.Cleanup(func() {
 		require.NoError(t, head.Close())
 	})
@@ -3631,11 +3628,11 @@ func TestChunkSnapshotReplayBug(t *testing.T) {
 		}
 		seriesRec := record.RefSeries{
 			Ref: ref,
-			Labels: labels.Labels{
-				{Name: "__name__", Value: "request_duration"},
-				{Name: "status_code", Value: "200"},
-				{Name: "foo", Value: fmt.Sprintf("baz%d", rand.Int())},
-			},
+			Labels: labels.FromStrings(
+				"__name__", "request_duration",
+				"status_code", "200",
+				"foo", fmt.Sprintf("baz%d", rand.Int()),
+			),
 		}
 		// Add a sample so that the series is not garbage collected.
 		samplesRec := record.RefSample{Ref: ref, T: 1000, V: 1000}
@@ -3660,7 +3657,7 @@ func TestChunkSnapshotReplayBug(t *testing.T) {
 	opts := DefaultHeadOptions()
 	opts.ChunkDirRoot = dir
 	opts.EnableMemorySnapshotOnShutdown = true
-	head, err := NewHead(nil, nil, wlog, opts, nil)
+	head, err := NewHead(nil, nil, wlog, nil, opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(math.MinInt64))
 	defer func() {
@@ -3694,7 +3691,7 @@ func TestChunkSnapshotTakenAfterIncompleteSnapshot(t *testing.T) {
 	opts := DefaultHeadOptions()
 	opts.ChunkDirRoot = dir
 	opts.EnableMemorySnapshotOnShutdown = true
-	head, err := NewHead(nil, nil, wlog, opts, nil)
+	head, err := NewHead(nil, nil, wlog, nil, opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, head.Init(math.MinInt64))
 
@@ -3702,7 +3699,7 @@ func TestChunkSnapshotTakenAfterIncompleteSnapshot(t *testing.T) {
 
 	// Add some samples for the snapshot.
 	app := head.Appender(context.Background())
-	_, err = app.Append(0, labels.Labels{{Name: "foo", Value: "bar"}}, 10, 10)
+	_, err = app.Append(0, labels.FromStrings("foo", "bar"), 10, 10)
 	require.NoError(t, err)
 	require.NoError(t, app.Commit())
 
@@ -3717,6 +3714,251 @@ func TestChunkSnapshotTakenAfterIncompleteSnapshot(t *testing.T) {
 	require.Greater(t, offset, 0)
 }
 
+// TestOOOWalReplay checks the replay at a low level.
+// TODO(codesome): Needs test for ooo WAL repair.
+func TestOOOWalReplay(t *testing.T) {
+	dir := t.TempDir()
+	wlog, err := wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err := wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+
+	opts := DefaultHeadOptions()
+	opts.ChunkRange = 1000
+	opts.ChunkDirRoot = dir
+	opts.OutOfOrderTimeWindow.Store(30 * time.Minute.Milliseconds())
+
+	h, err := NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	require.NoError(t, h.Init(0))
+
+	var expOOOSamples []sample
+	l := labels.FromStrings("foo", "bar")
+	appendSample := func(mins int64, isOOO bool) {
+		app := h.Appender(context.Background())
+		ts, v := mins*time.Minute.Milliseconds(), float64(mins)
+		_, err := app.Append(0, l, ts, v)
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+
+		if isOOO {
+			expOOOSamples = append(expOOOSamples, sample{t: ts, v: v})
+		}
+	}
+
+	// In-order sample.
+	appendSample(60, false)
+
+	// Out of order samples.
+	appendSample(40, true)
+	appendSample(35, true)
+	appendSample(50, true)
+	appendSample(55, true)
+	appendSample(59, true)
+	appendSample(31, true)
+
+	// Check that Head's time ranges are set properly.
+	require.Equal(t, 60*time.Minute.Milliseconds(), h.MinTime())
+	require.Equal(t, 60*time.Minute.Milliseconds(), h.MaxTime())
+	require.Equal(t, 31*time.Minute.Milliseconds(), h.MinOOOTime())
+	require.Equal(t, 59*time.Minute.Milliseconds(), h.MaxOOOTime())
+
+	// Restart head.
+	require.NoError(t, h.Close())
+	wlog, err = wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err = wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+	h, err = NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	require.NoError(t, h.Init(0)) // Replay happens here.
+
+	// Get the ooo samples from the Head.
+	ms, ok, err := h.getOrCreate(l.Hash(), l)
+	require.NoError(t, err)
+	require.False(t, ok)
+	require.NotNil(t, ms)
+
+	xor, err := ms.oooHeadChunk.chunk.ToXOR()
+	require.NoError(t, err)
+
+	it := xor.Iterator(nil)
+	actOOOSamples := make([]sample, 0, len(expOOOSamples))
+	for it.Next() == chunkenc.ValFloat {
+		ts, v := it.At()
+		actOOOSamples = append(actOOOSamples, sample{t: ts, v: v})
+	}
+
+	// OOO chunk will be sorted. Hence sort the expected samples.
+	sort.Slice(expOOOSamples, func(i, j int) bool {
+		return expOOOSamples[i].t < expOOOSamples[j].t
+	})
+
+	require.Equal(t, expOOOSamples, actOOOSamples)
+
+	require.NoError(t, h.Close())
+}
+
+// TestOOOMmapReplay checks the replay at a low level.
+func TestOOOMmapReplay(t *testing.T) {
+	dir := t.TempDir()
+	wlog, err := wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err := wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+
+	opts := DefaultHeadOptions()
+	opts.ChunkRange = 1000
+	opts.ChunkDirRoot = dir
+	opts.OutOfOrderCapMax.Store(30)
+	opts.OutOfOrderTimeWindow.Store(1000 * time.Minute.Milliseconds())
+
+	h, err := NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	require.NoError(t, h.Init(0))
+
+	l := labels.FromStrings("foo", "bar")
+	appendSample := func(mins int64) {
+		app := h.Appender(context.Background())
+		ts, v := mins*time.Minute.Milliseconds(), float64(mins)
+		_, err := app.Append(0, l, ts, v)
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+	}
+
+	// In-order sample.
+	appendSample(200)
+
+	// Out of order samples. 92 samples to create 3 m-map chunks.
+	for mins := int64(100); mins <= 191; mins++ {
+		appendSample(mins)
+	}
+
+	ms, ok, err := h.getOrCreate(l.Hash(), l)
+	require.NoError(t, err)
+	require.False(t, ok)
+	require.NotNil(t, ms)
+
+	require.Len(t, ms.oooMmappedChunks, 3)
+	// Verify that we can access the chunks without error.
+	for _, m := range ms.oooMmappedChunks {
+		chk, err := h.chunkDiskMapper.Chunk(m.ref)
+		require.NoError(t, err)
+		require.Equal(t, int(m.numSamples), chk.NumSamples())
+	}
+
+	expMmapChunks := make([]*mmappedChunk, 3)
+	copy(expMmapChunks, ms.oooMmappedChunks)
+
+	// Restart head.
+	require.NoError(t, h.Close())
+
+	wlog, err = wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err = wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+	h, err = NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	require.NoError(t, h.Init(0)) // Replay happens here.
+
+	// Get the mmap chunks from the Head.
+	ms, ok, err = h.getOrCreate(l.Hash(), l)
+	require.NoError(t, err)
+	require.False(t, ok)
+	require.NotNil(t, ms)
+
+	require.Len(t, ms.oooMmappedChunks, len(expMmapChunks))
+	// Verify that we can access the chunks without error.
+	for _, m := range ms.oooMmappedChunks {
+		chk, err := h.chunkDiskMapper.Chunk(m.ref)
+		require.NoError(t, err)
+		require.Equal(t, int(m.numSamples), chk.NumSamples())
+	}
+
+	actMmapChunks := make([]*mmappedChunk, len(expMmapChunks))
+	copy(actMmapChunks, ms.oooMmappedChunks)
+
+	require.Equal(t, expMmapChunks, actMmapChunks)
+
+	require.NoError(t, h.Close())
+}
+
+func TestHeadInit_DiscardChunksWithUnsupportedEncoding(t *testing.T) {
+	h, _ := newTestHead(t, 1000, false, false)
+	defer func() {
+		require.NoError(t, h.Close())
+	}()
+
+	require.NoError(t, h.Init(0))
+
+	ctx := context.Background()
+	app := h.Appender(ctx)
+	seriesLabels := labels.FromStrings("a", "1")
+	var seriesRef storage.SeriesRef
+	var err error
+	for i := 0; i < 400; i++ {
+		seriesRef, err = app.Append(0, seriesLabels, int64(i), float64(i))
+		require.NoError(t, err)
+	}
+
+	require.NoError(t, app.Commit())
+	require.Greater(t, prom_testutil.ToFloat64(h.metrics.chunksCreated), 1.0)
+
+	uc := newUnsupportedChunk()
+	// Make this chunk not overlap with the previous and the next
+	h.chunkDiskMapper.WriteChunk(chunks.HeadSeriesRef(seriesRef), 500, 600, uc, func(err error) { require.NoError(t, err) })
+
+	app = h.Appender(ctx)
+	for i := 700; i < 1200; i++ {
+		_, err := app.Append(0, seriesLabels, int64(i), float64(i))
+		require.NoError(t, err)
+	}
+
+	require.NoError(t, app.Commit())
+	require.Greater(t, prom_testutil.ToFloat64(h.metrics.chunksCreated), 4.0)
+
+	series, created, err := h.getOrCreate(seriesLabels.Hash(), seriesLabels)
+	require.NoError(t, err)
+	require.False(t, created, "should already exist")
+	require.NotNil(t, series, "should return the series we created above")
+
+	expChunks := make([]*mmappedChunk, len(series.mmappedChunks))
+	copy(expChunks, series.mmappedChunks)
+
+	require.NoError(t, h.Close())
+
+	wlog, err := wal.NewSize(nil, nil, filepath.Join(h.opts.ChunkDirRoot, "wal"), 32768, false)
+	require.NoError(t, err)
+	h, err = NewHead(nil, nil, wlog, nil, h.opts, nil)
+	require.NoError(t, err)
+	require.NoError(t, h.Init(0))
+
+	series, created, err = h.getOrCreate(seriesLabels.Hash(), seriesLabels)
+	require.NoError(t, err)
+	require.False(t, created, "should already exist")
+	require.NotNil(t, series, "should return the series we created above")
+
+	require.Equal(t, expChunks, series.mmappedChunks)
+}
+
+const (
+	UnsupportedMask   = 0b10000000
+	EncUnsupportedXOR = chunkenc.EncXOR | UnsupportedMask
+)
+
+// unsupportedChunk holds a XORChunk and overrides the Encoding() method.
+type unsupportedChunk struct {
+	*chunkenc.XORChunk
+}
+
+func newUnsupportedChunk() *unsupportedChunk {
+	return &unsupportedChunk{chunkenc.NewXORChunk()}
+}
+
+func (c *unsupportedChunk) Encoding() chunkenc.Encoding {
+	return EncUnsupportedXOR
+}
+
 // Tests https://github.com/prometheus/prometheus/issues/10277.
 func TestMmapPanicAfterMmapReplayCorruption(t *testing.T) {
 	dir := t.TempDir()
@@ -3729,7 +3971,7 @@ func TestMmapPanicAfterMmapReplayCorruption(t *testing.T) {
 	opts.EnableExemplarStorage = true
 	opts.MaxExemplars.Store(config.DefaultExemplarsConfig.MaxExemplars)
 
-	h, err := NewHead(nil, nil, wlog, opts, nil)
+	h, err := NewHead(nil, nil, wlog, nil, opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, h.Init(0))
 
@@ -3763,7 +4005,7 @@ func TestMmapPanicAfterMmapReplayCorruption(t *testing.T) {
 	require.NoError(t, err)
 	require.NoError(t, f.Close())
 
-	h, err = NewHead(nil, nil, wlog, opts, nil)
+	h, err = NewHead(nil, nil, wlog, nil, opts, nil)
 	require.NoError(t, err)
 	require.NoError(t, h.Init(0))
 
@@ -3788,7 +4030,7 @@ func TestReplayAfterMmapReplayError(t *testing.T) {
 		opts.EnableMemorySnapshotOnShutdown = true
 		opts.MaxExemplars.Store(config.DefaultExemplarsConfig.MaxExemplars)
 
-		h, err = NewHead(nil, nil, wlog, opts, nil)
+		h, err = NewHead(nil, nil, wlog, nil, opts, nil)
 		require.NoError(t, err)
 		require.NoError(t, h.Init(0))
 	}
@@ -3983,3 +4225,131 @@ func generateBigTestHistograms(n int) []*histogram.Histogram {
 	}
 	return histograms
 }
+
+func TestOOOAppendWithNoSeries(t *testing.T) {
+	dir := t.TempDir()
+	wlog, err := wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err := wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+
+	opts := DefaultHeadOptions()
+	opts.ChunkDirRoot = dir
+	opts.OutOfOrderCapMax.Store(30)
+	opts.OutOfOrderTimeWindow.Store(120 * time.Minute.Milliseconds())
+
+	h, err := NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	t.Cleanup(func() {
+		require.NoError(t, h.Close())
+	})
+	require.NoError(t, h.Init(0))
+
+	appendSample := func(lbls labels.Labels, ts int64) {
+		app := h.Appender(context.Background())
+		_, err := app.Append(0, lbls, ts*time.Minute.Milliseconds(), float64(ts))
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+	}
+
+	verifyOOOSamples := func(lbls labels.Labels, expSamples int) {
+		ms, created, err := h.getOrCreate(lbls.Hash(), lbls)
+		require.NoError(t, err)
+		require.False(t, created)
+		require.NotNil(t, ms)
+
+		require.Nil(t, ms.headChunk)
+		require.NotNil(t, ms.oooHeadChunk)
+		require.Equal(t, expSamples, ms.oooHeadChunk.chunk.NumSamples())
+	}
+
+	verifyInOrderSamples := func(lbls labels.Labels, expSamples int) {
+		ms, created, err := h.getOrCreate(lbls.Hash(), lbls)
+		require.NoError(t, err)
+		require.False(t, created)
+		require.NotNil(t, ms)
+
+		require.Nil(t, ms.oooHeadChunk)
+		require.NotNil(t, ms.headChunk)
+		require.Equal(t, expSamples, ms.headChunk.chunk.NumSamples())
+	}
+
+	newLabels := func(idx int) labels.Labels { return labels.FromStrings("foo", fmt.Sprintf("%d", idx)) }
+
+	s1 := newLabels(1)
+	appendSample(s1, 300) // At 300m.
+	verifyInOrderSamples(s1, 1)
+
+	// At 239m, the sample cannot be appended to in-order chunk since it is
+	// beyond the minValidTime. So it should go in OOO chunk.
+	// Series does not exist for s2 yet.
+	s2 := newLabels(2)
+	appendSample(s2, 239) // OOO sample.
+	verifyOOOSamples(s2, 1)
+
+	// Similar for 180m.
+	s3 := newLabels(3)
+	appendSample(s3, 180) // OOO sample.
+	verifyOOOSamples(s3, 1)
+
+	// Now 179m is too old.
+	s4 := newLabels(4)
+	app := h.Appender(context.Background())
+	_, err = app.Append(0, s4, 179*time.Minute.Milliseconds(), float64(179))
+	require.Equal(t, storage.ErrTooOldSample, err)
+	require.NoError(t, app.Rollback())
+	verifyOOOSamples(s3, 1)
+
+	// Samples still go into in-order chunk for samples within
+	// appendable minValidTime.
+	s5 := newLabels(5)
+	appendSample(s5, 240)
+	verifyInOrderSamples(s5, 1)
+}
+
+func TestHeadMinOOOTimeUpdate(t *testing.T) {
+	dir := t.TempDir()
+	wlog, err := wal.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, true)
+	require.NoError(t, err)
+	oooWlog, err := wal.NewSize(nil, nil, filepath.Join(dir, wal.WblDirName), 32768, true)
+	require.NoError(t, err)
+
+	opts := DefaultHeadOptions()
+	opts.ChunkDirRoot = dir
+	opts.OutOfOrderTimeWindow.Store(10 * time.Minute.Milliseconds())
+
+	h, err := NewHead(nil, nil, wlog, oooWlog, opts, nil)
+	require.NoError(t, err)
+	t.Cleanup(func() {
+		require.NoError(t, h.Close())
+	})
+	require.NoError(t, h.Init(0))
+
+	appendSample := func(ts int64) {
+		lbls := labels.FromStrings("foo", "bar")
+		app := h.Appender(context.Background())
+		_, err := app.Append(0, lbls, ts*time.Minute.Milliseconds(), float64(ts))
+		require.NoError(t, err)
+		require.NoError(t, app.Commit())
+	}
+
+	appendSample(300) // In-order sample.
+
+	require.Equal(t, int64(math.MaxInt64), h.MinOOOTime())
+
+	appendSample(295) // OOO sample.
+	require.Equal(t, 295*time.Minute.Milliseconds(), h.MinOOOTime())
+
+	// Allowed window for OOO is >=290, which is before the earliest ooo sample 295, so it gets set to the lower value.
+	require.NoError(t, h.truncateOOO(0, 1))
+	require.Equal(t, 290*time.Minute.Milliseconds(), h.MinOOOTime())
+
+	appendSample(310) // In-order sample.
+	appendSample(305) // OOO sample.
+	require.Equal(t, 290*time.Minute.Milliseconds(), h.MinOOOTime())
+
+	// Now the OOO sample 295 was not gc'ed yet. And allowed window for OOO is now >=300.
+	// So the lowest among them, 295, is set as minOOOTime.
+	require.NoError(t, h.truncateOOO(0, 2))
+	require.Equal(t, 295*time.Minute.Milliseconds(), h.MinOOOTime())
+}
diff --git a/tsdb/isolation_test.go b/tsdb/isolation_test.go
index 6e27e06fc34..36083a1029e 100644
--- a/tsdb/isolation_test.go
+++ b/tsdb/isolation_test.go
@@ -18,8 +18,67 @@ import (
 	"strconv"
 	"sync"
 	"testing"
+
+	"github.com/stretchr/testify/require"
 )
 
+func TestIsolation(t *testing.T) {
+	type result struct {
+		id           uint64
+		lowWatermark uint64
+	}
+	var appendA, appendB result
+	iso := newIsolation(false)
+
+	// Low watermark starts at 1.
+	require.Equal(t, uint64(0), iso.lowWatermark())
+	require.Equal(t, int64(math.MaxInt64), iso.lowestAppendTime())
+
+	// Pretend we are starting to append.
+	appendA.id, appendA.lowWatermark = iso.newAppendID(10)
+	require.Equal(t, result{1, 1}, appendA)
+	require.Equal(t, uint64(1), iso.lowWatermark())
+
+	require.Equal(t, 0, countOpenReads(iso))
+	require.Equal(t, int64(10), iso.lowestAppendTime())
+
+	// Now we start a read.
+	stateA := iso.State(10, 20)
+	require.Equal(t, 1, countOpenReads(iso))
+
+	// Second appender.
+	appendB.id, appendB.lowWatermark = iso.newAppendID(20)
+	require.Equal(t, result{2, 1}, appendB)
+	require.Equal(t, uint64(1), iso.lowWatermark())
+	require.Equal(t, int64(10), iso.lowestAppendTime())
+
+	iso.closeAppend(appendA.id)
+	// Low watermark remains at 1 because stateA is still open
+	require.Equal(t, uint64(1), iso.lowWatermark())
+
+	require.Equal(t, 1, countOpenReads(iso))
+	require.Equal(t, int64(20), iso.lowestAppendTime())
+
+	// Finish the read and low watermark should rise.
+	stateA.Close()
+	require.Equal(t, uint64(2), iso.lowWatermark())
+
+	require.Equal(t, 0, countOpenReads(iso))
+
+	iso.closeAppend(appendB.id)
+	require.Equal(t, uint64(2), iso.lowWatermark())
+	require.Equal(t, int64(math.MaxInt64), iso.lowestAppendTime())
+}
+
+func countOpenReads(iso *isolation) int {
+	count := 0
+	iso.TraverseOpenReads(func(s *isolationState) bool {
+		count++
+		return true
+	})
+	return count
+}
+
 func BenchmarkIsolation(b *testing.B) {
 	for _, goroutines := range []int{10, 100, 1000, 10000} {
 		b.Run(strconv.Itoa(goroutines), func(b *testing.B) {
@@ -36,7 +95,7 @@ func BenchmarkIsolation(b *testing.B) {
 					<-start
 
 					for i := 0; i < b.N; i++ {
-						appendID, _ := iso.newAppendID()
+						appendID, _ := iso.newAppendID(0)
 
 						iso.closeAppend(appendID)
 					}
@@ -66,7 +125,7 @@ func BenchmarkIsolationWithState(b *testing.B) {
 					<-start
 
 					for i := 0; i < b.N; i++ {
-						appendID, _ := iso.newAppendID()
+						appendID, _ := iso.newAppendID(0)
 
 						iso.closeAppend(appendID)
 					}
diff --git a/tsdb/ooo_head_read_test.go b/tsdb/ooo_head_read_test.go
new file mode 100644
index 00000000000..8dca1ea59bd
--- /dev/null
+++ b/tsdb/ooo_head_read_test.go
@@ -0,0 +1,1207 @@
+// Copyright 2022 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package tsdb
+
+import (
+	"context"
+	"fmt"
+	"math"
+	"sort"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/storage"
+	"github.com/prometheus/prometheus/tsdb/chunkenc"
+	"github.com/prometheus/prometheus/tsdb/chunks"
+	"github.com/prometheus/prometheus/tsdb/tsdbutil"
+)
+
+type chunkInterval struct {
+	// because we permutate the order of chunks, we cannot determine at test declaration time which chunkRefs we expect in the Output.
+	// This ID matches expected output chunks against test input chunks, the test runner will assert the chunkRef for the matching chunk
+	ID   int
+	mint int64
+	maxt int64
+}
+
+// permutateChunkIntervals returns all possible orders of the given chunkIntervals
+func permutateChunkIntervals(in []chunkInterval, out [][]chunkInterval, left, right int) [][]chunkInterval {
+	if left == right {
+		inCopy := make([]chunkInterval, len(in))
+		copy(inCopy, in)
+		return append(out, inCopy)
+	}
+	for i := left; i <= right; i++ {
+		in[left], in[i] = in[i], in[left]
+		out = permutateChunkIntervals(in, out, left+1, right)
+		in[left], in[i] = in[i], in[left]
+	}
+	return out
+}
+
+// TestOOOHeadIndexReader_Series tests that the Series method works as expected.
+// However it does so by creating chunks and memory mapping them unlike other
+// tests of the head where samples are appended and we let the head memory map.
+// We do this because the ingestion path and the appender for out of order
+// samples are not ready yet.
+func TestOOOHeadIndexReader_Series(t *testing.T) {
+	tests := []struct {
+		name                string
+		queryMinT           int64
+		queryMaxT           int64
+		inputChunkIntervals []chunkInterval
+		expChunks           []chunkInterval
+	}{
+		{
+			name:      "Empty result and no error when head is empty",
+			queryMinT: 0,
+			queryMaxT: 100,
+			expChunks: nil,
+		},
+		{
+			name:      "If query interval is bigger than the existing chunks nothing is returned",
+			queryMinT: 500,
+			queryMaxT: 700,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 400},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval                                                                                                  [---------------------------------------]
+			// Chunk 0                         [-----------------------------------------------------------]
+			expChunks: nil,
+		},
+		{
+			name:      "If query interval is smaller than the existing chunks nothing is returned",
+			queryMinT: 100,
+			queryMaxT: 400,
+			inputChunkIntervals: []chunkInterval{
+				{0, 500, 700},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval                [-----------------------------------------------------------]
+			// Chunk 0:                                                                                                        [---------------------------------------]
+			expChunks: nil,
+		},
+		{
+			name:      "If query interval exceeds the existing chunk, it is returned",
+			queryMinT: 100,
+			queryMaxT: 400,
+			inputChunkIntervals: []chunkInterval{
+				{0, 150, 350},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval                [-----------------------------------------------------------]
+			// Chunk 0:                                 [---------------------------------------]
+			expChunks: []chunkInterval{
+				{0, 150, 350},
+			},
+		},
+		{
+			name:      "If chunk exceeds the query interval, it is returned",
+			queryMinT: 150,
+			queryMaxT: 350,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 400},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval:                          [---------------------------------------]
+			// Chunk 0:                       [-----------------------------------------------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 400},
+			},
+		},
+		{
+			name:      "Pairwise overlaps should return the references of the first of each pair",
+			queryMinT: 0,
+			queryMaxT: 700,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 200},
+				{1, 500, 600},
+				{2, 150, 250},
+				{3, 550, 650},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval        [---------------------------------------------------------------------------------------------------------------------------------]
+			// Chunk 0:                        [-------------------]
+			// Chunk 1:                                                                                                        [-------------------]
+			// Chunk 2:                                  [-------------------]
+			// Chunk 3:                                                                                                                  [-------------------]
+			// Output Graphically              [-----------------------------]                                                 [-----------------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 250},
+				{1, 500, 650},
+			},
+		},
+		{
+			name:      "If all chunks overlap, single big chunk is returned",
+			queryMinT: 0,
+			queryMaxT: 700,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 200},
+				{1, 200, 300},
+				{2, 300, 400},
+				{3, 400, 500},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval        [---------------------------------------------------------------------------------------------------------------------------------]
+			// Chunk 0:                        [-------------------]
+			// Chunk 1:                                            [-------------------]
+			// Chunk 2:                                                                [-------------------]
+			// Chunk 3:                                                                                    [------------------]
+			// Output Graphically              [------------------------------------------------------------------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 500},
+			},
+		},
+		{
+			name:      "If no chunks overlap, all chunks are returned",
+			queryMinT: 0,
+			queryMaxT: 700,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 199},
+				{1, 200, 299},
+				{2, 300, 399},
+				{3, 400, 499},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval        [---------------------------------------------------------------------------------------------------------------------------------]
+			// Chunk 0:                        [------------------]
+			// Chunk 1:                                            [------------------]
+			// Chunk 2:                                                                [------------------]
+			// Chunk 3:                                                                                    [------------------]
+			// Output Graphically              [------------------][------------------][------------------][------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 199},
+				{1, 200, 299},
+				{2, 300, 399},
+				{3, 400, 499},
+			},
+		},
+		{
+			name:      "Triplet with pairwise overlaps, query range covers all, and distractor extra chunk",
+			queryMinT: 0,
+			queryMaxT: 400,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 200},
+				{1, 150, 300},
+				{2, 250, 350},
+				{3, 450, 550},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval        [--------------------------------------------------------------------]
+			// Chunk 0:                        [------------------]
+			// Chunk 1:                                 [-----------------------------]
+			// Chunk 2:                                                     [------------------]
+			// Chunk 3:                                                                                             [------------------]
+			// Output Graphically              [-----------------------------------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 350},
+			},
+		},
+		{
+			name:      "Query interval partially overlaps some chunks",
+			queryMinT: 100,
+			queryMaxT: 400,
+			inputChunkIntervals: []chunkInterval{
+				{0, 250, 500},
+				{1, 0, 200},
+				{2, 150, 300},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700
+			// Query Interval                [------------------------------------------------------------]
+			// Chunk 0:                                                     [-------------------------------------------------]
+			// Chunk 1:             [-----------------------------]
+			// Chunk 2:                                [------------------------------]
+			// Output Graphically   [-----------------------------------------------------------------------------------------]
+			expChunks: []chunkInterval{
+				{1, 0, 500},
+			},
+		},
+		{
+			name:      "A full overlap pair and disjointed triplet",
+			queryMinT: 0,
+			queryMaxT: 900,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 300},
+				{1, 770, 850},
+				{2, 150, 250},
+				{3, 650, 750},
+				{4, 600, 800},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700       750       800       850
+			// Query Interval        [---------------------------------------------------------------------------------------------------------------------------------------------------------------]
+			// Chunk 0:                        [---------------------------------------]
+			// Chunk 1:                                                                                                                                                               [--------------]
+			// Chunk 2:                                  [-------------------]
+			// Chunk 3:                                                                                                                                      [-------------------]
+			// Chunk 4:                                                                                                                             [---------------------------------------]
+			// Output Graphically              [---------------------------------------]                                                            [------------------------------------------------]
+			expChunks: []chunkInterval{
+				{0, 100, 300},
+				{4, 600, 850},
+			},
+		},
+		{
+			name:      "Query range covers 3 disjoint chunks",
+			queryMinT: 0,
+			queryMaxT: 650,
+			inputChunkIntervals: []chunkInterval{
+				{0, 100, 150},
+				{1, 300, 350},
+				{2, 200, 250},
+			},
+			// ts                    0       100       150       200       250       300       350       400       450       500       550       600       650       700       750       800       850
+			// Query Interval        [----------------------------------------------------------------------------------------------------------------------]
+			// Chunk 0:                        [-------]
+			// Chunk 1:                                                              [----------]
+			// Chunk 2:                                           [--------]
+			// Output Graphically              [-------]          [--------]         [----------]
+			expChunks: []chunkInterval{
+				{0, 100, 150},
+				{1, 300, 350},
+				{2, 200, 250},
+			},
+		},
+	}
+
+	s1Lset := labels.FromStrings("foo", "bar")
+	s1ID := uint64(1)
+
+	for _, tc := range tests {
+		var permutations [][]chunkInterval
+		if len(tc.inputChunkIntervals) == 0 {
+			// handle special case
+			permutations = [][]chunkInterval{
+				nil,
+			}
+		} else {
+			permutations = permutateChunkIntervals(tc.inputChunkIntervals, nil, 0, len(tc.inputChunkIntervals)-1)
+		}
+		for perm, intervals := range permutations {
+			for _, headChunk := range []bool{false, true} {
+				t.Run(fmt.Sprintf("name=%s, permutation=%d, headChunk=%t", tc.name, perm, headChunk), func(t *testing.T) {
+					h, _ := newTestHead(t, 1000, false, true)
+					defer func() {
+						require.NoError(t, h.Close())
+					}()
+					require.NoError(t, h.Init(0))
+
+					s1, _, _ := h.getOrCreate(s1ID, s1Lset)
+
+					var lastChunk chunkInterval
+					var lastChunkPos int
+
+					// the marker should be set based on whichever is the last chunk/interval that overlaps with the query range
+					for i, interv := range intervals {
+						if overlapsClosedInterval(interv.mint, interv.maxt, tc.queryMinT, tc.queryMaxT) {
+							lastChunk = interv
+							lastChunkPos = i
+						}
+					}
+					lastChunkRef := chunks.ChunkRef(chunks.NewHeadChunkRef(1, chunks.HeadChunkID(uint64(lastChunkPos))))
+
+					// define our expected chunks, by looking at the expected ChunkIntervals and setting...
+					var expChunks []chunks.Meta
+					for _, e := range tc.expChunks {
+						meta := chunks.Meta{
+							Chunk:   chunkenc.Chunk(nil),
+							MinTime: e.mint,
+							MaxTime: e.maxt,
+							// markers based on the last chunk we found above
+							OOOLastMinTime: lastChunk.mint,
+							OOOLastMaxTime: lastChunk.maxt,
+							OOOLastRef:     lastChunkRef,
+						}
+
+						// Ref to whatever Ref the chunk has, that we refer to by ID
+						for ref, c := range intervals {
+							if c.ID == e.ID {
+								meta.Ref = chunks.ChunkRef(chunks.NewHeadChunkRef(chunks.HeadSeriesRef(s1ID), chunks.HeadChunkID(ref)))
+								break
+							}
+						}
+						expChunks = append(expChunks, meta)
+					}
+					sort.Sort(metaByMinTimeAndMinRef(expChunks)) // we always want the chunks to come back sorted by minTime asc
+
+					if headChunk && len(intervals) > 0 {
+						// Put the last interval in the head chunk
+						s1.oooHeadChunk = &oooHeadChunk{
+							minTime: intervals[len(intervals)-1].mint,
+							maxTime: intervals[len(intervals)-1].maxt,
+						}
+						intervals = intervals[:len(intervals)-1]
+					}
+
+					for _, ic := range intervals {
+						s1.oooMmappedChunks = append(s1.oooMmappedChunks, &mmappedChunk{
+							minTime: ic.mint,
+							maxTime: ic.maxt,
+						})
+					}
+
+					ir := NewOOOHeadIndexReader(h, tc.queryMinT, tc.queryMaxT)
+
+					var chks []chunks.Meta
+					var respLset labels.Labels
+					err := ir.Series(storage.SeriesRef(s1ID), &respLset, &chks)
+					require.NoError(t, err)
+					require.Equal(t, s1Lset, respLset)
+					require.Equal(t, expChunks, chks)
+
+					err = ir.Series(storage.SeriesRef(s1ID+1), &respLset, &chks)
+					require.Equal(t, storage.ErrNotFound, err)
+				})
+			}
+		}
+	}
+}
+
+func TestOOOHeadChunkReader_LabelValues(t *testing.T) {
+	chunkRange := int64(2000)
+	head, _ := newTestHead(t, chunkRange, false, true)
+	t.Cleanup(func() { require.NoError(t, head.Close()) })
+
+	app := head.Appender(context.Background())
+
+	// Add in-order samples
+	_, err := app.Append(0, labels.Labels{
+		{Name: "foo", Value: "bar1"},
+	}, 100, 1)
+	require.NoError(t, err)
+	_, err = app.Append(0, labels.Labels{
+		{Name: "foo", Value: "bar2"},
+	}, 100, 2)
+	require.NoError(t, err)
+
+	// Add ooo samples for those series
+	_, err = app.Append(0, labels.Labels{
+		{Name: "foo", Value: "bar1"},
+	}, 90, 1)
+	require.NoError(t, err)
+	_, err = app.Append(0, labels.Labels{
+		{Name: "foo", Value: "bar2"},
+	}, 90, 2)
+	require.NoError(t, err)
+
+	require.NoError(t, app.Commit())
+
+	cases := []struct {
+		name       string
+		queryMinT  int64
+		queryMaxT  int64
+		expValues1 []string
+		expValues2 []string
+		expValues3 []string
+		expValues4 []string
+	}{
+		{
+			name:       "LabelValues calls when ooo head has max query range",
+			queryMinT:  math.MinInt64,
+			queryMaxT:  math.MaxInt64,
+			expValues1: []string{"bar1"},
+			expValues2: []string{},
+			expValues3: []string{"bar1", "bar2"},
+			expValues4: []string{"bar1", "bar2"},
+		},
+		{
+			name:       "LabelValues calls with ooo head query range not overlapping in-order data",
+			queryMinT:  90,
+			queryMaxT:  90,
+			expValues1: []string{"bar1"},
+			expValues2: []string{},
+			expValues3: []string{"bar1", "bar2"},
+			expValues4: []string{"bar1", "bar2"},
+		},
+		{
+			name:       "LabelValues calls with ooo head query range not overlapping out-of-order data",
+			queryMinT:  100,
+			queryMaxT:  100,
+			expValues1: []string{},
+			expValues2: []string{},
+			expValues3: []string{},
+			expValues4: []string{},
+		},
+	}
+
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			// We first want to test using a head index reader that covers the biggest query interval
+			oh := NewOOOHeadIndexReader(head, tc.queryMinT, tc.queryMaxT)
+			matchers := []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "foo", "bar1")}
+			values, err := oh.LabelValues("foo", matchers...)
+			sort.Strings(values)
+			require.NoError(t, err)
+			require.Equal(t, tc.expValues1, values)
+
+			matchers = []*labels.Matcher{labels.MustNewMatcher(labels.MatchNotRegexp, "foo", "^bar.")}
+			values, err = oh.LabelValues("foo", matchers...)
+			sort.Strings(values)
+			require.NoError(t, err)
+			require.Equal(t, tc.expValues2, values)
+
+			matchers = []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "foo", "bar.")}
+			values, err = oh.LabelValues("foo", matchers...)
+			sort.Strings(values)
+			require.NoError(t, err)
+			require.Equal(t, tc.expValues3, values)
+
+			values, err = oh.LabelValues("foo")
+			sort.Strings(values)
+			require.NoError(t, err)
+			require.Equal(t, tc.expValues4, values)
+		})
+	}
+}
+
+// TestOOOHeadChunkReader_Chunk tests that the Chunk method works as expected.
+// It does so by appending out of order samples to the db and then initializing
+// an OOOHeadChunkReader to read chunks from it.
+func TestOOOHeadChunkReader_Chunk(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 5
+	opts.OutOfOrderTimeWindow = 120 * time.Minute.Milliseconds()
+
+	s1 := labels.FromStrings("l", "v1")
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+
+	appendSample := func(app storage.Appender, l labels.Labels, timestamp int64, value float64) storage.SeriesRef {
+		ref, err := app.Append(0, l, timestamp, value)
+		require.NoError(t, err)
+		return ref
+	}
+
+	t.Run("Getting a non existing chunk fails with not found error", func(t *testing.T) {
+		db := newTestDBWithOpts(t, opts)
+
+		cr := NewOOOHeadChunkReader(db.head, 0, 1000)
+		c, err := cr.Chunk(chunks.Meta{
+			Ref: 0x1000000, Chunk: chunkenc.Chunk(nil), MinTime: 100, MaxTime: 300,
+		})
+		require.Equal(t, err, fmt.Errorf("not found"))
+		require.Equal(t, c, nil)
+	})
+
+	tests := []struct {
+		name                 string
+		queryMinT            int64
+		queryMaxT            int64
+		firstInOrderSampleAt int64
+		inputSamples         tsdbutil.SampleSlice
+		expChunkError        bool
+		expChunksSamples     []tsdbutil.SampleSlice
+	}{
+		{
+			name:                 "Getting the head when there are no overlapping chunks returns just the samples in the head",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				sample{t: minutes(30), v: float64(0)},
+				sample{t: minutes(40), v: float64(0)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0: Current Head                              [--------] (With 2 samples)
+			// Output Graphically                                 [--------] (With 2 samples)
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(30), v: float64(0)},
+					sample{t: minutes(40), v: float64(0)},
+				},
+			},
+		},
+		{
+			name:                 "Getting the head chunk when there are overlapping chunks returns all combined",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// opts.OOOCapMax is 5 so these will be mmapped to the first mmapped chunk
+				sample{t: minutes(41), v: float64(0)},
+				sample{t: minutes(42), v: float64(0)},
+				sample{t: minutes(43), v: float64(0)},
+				sample{t: minutes(44), v: float64(0)},
+				sample{t: minutes(45), v: float64(0)},
+				// The following samples will go to the head chunk, and we want it
+				// to overlap with the previous chunk
+				sample{t: minutes(30), v: float64(1)},
+				sample{t: minutes(50), v: float64(1)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0                                                     [---] (With 5 samples)
+			// Chunk 1: Current Head                              [-----------------] (With 2 samples)
+			// Output Graphically                                 [-----------------] (With 7 samples)
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(30), v: float64(1)},
+					sample{t: minutes(41), v: float64(0)},
+					sample{t: minutes(42), v: float64(0)},
+					sample{t: minutes(43), v: float64(0)},
+					sample{t: minutes(44), v: float64(0)},
+					sample{t: minutes(45), v: float64(0)},
+					sample{t: minutes(50), v: float64(1)},
+				},
+			},
+		},
+		{
+			name:                 "Two windows of overlapping chunks get properly converged",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(10), v: float64(0)},
+				sample{t: minutes(12), v: float64(0)},
+				sample{t: minutes(14), v: float64(0)},
+				sample{t: minutes(16), v: float64(0)},
+				sample{t: minutes(20), v: float64(0)},
+				// Chunk 1
+				sample{t: minutes(20), v: float64(1)},
+				sample{t: minutes(22), v: float64(1)},
+				sample{t: minutes(24), v: float64(1)},
+				sample{t: minutes(26), v: float64(1)},
+				sample{t: minutes(29), v: float64(1)},
+				// Chunk 2
+				sample{t: minutes(30), v: float64(2)},
+				sample{t: minutes(32), v: float64(2)},
+				sample{t: minutes(34), v: float64(2)},
+				sample{t: minutes(36), v: float64(2)},
+				sample{t: minutes(40), v: float64(2)},
+				// Head
+				sample{t: minutes(40), v: float64(3)},
+				sample{t: minutes(50), v: float64(3)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0                          [--------]
+			// Chunk 1                                   [-------]
+			// Chunk 2                                            [--------]
+			// Chunk 3: Current Head                                       [--------]
+			// Output Graphically               [----------------][-----------------]
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(10), v: float64(0)},
+					sample{t: minutes(12), v: float64(0)},
+					sample{t: minutes(14), v: float64(0)},
+					sample{t: minutes(16), v: float64(0)},
+					sample{t: minutes(20), v: float64(1)},
+					sample{t: minutes(22), v: float64(1)},
+					sample{t: minutes(24), v: float64(1)},
+					sample{t: minutes(26), v: float64(1)},
+					sample{t: minutes(29), v: float64(1)},
+				},
+				{
+					sample{t: minutes(30), v: float64(2)},
+					sample{t: minutes(32), v: float64(2)},
+					sample{t: minutes(34), v: float64(2)},
+					sample{t: minutes(36), v: float64(2)},
+					sample{t: minutes(40), v: float64(3)},
+					sample{t: minutes(50), v: float64(3)},
+				},
+			},
+		},
+		{
+			name:                 "Two windows of overlapping chunks in descending order get properly converged",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(40), v: float64(0)},
+				sample{t: minutes(42), v: float64(0)},
+				sample{t: minutes(44), v: float64(0)},
+				sample{t: minutes(46), v: float64(0)},
+				sample{t: minutes(50), v: float64(0)},
+				// Chunk 1
+				sample{t: minutes(30), v: float64(1)},
+				sample{t: minutes(32), v: float64(1)},
+				sample{t: minutes(34), v: float64(1)},
+				sample{t: minutes(36), v: float64(1)},
+				sample{t: minutes(40), v: float64(1)},
+				// Chunk 2
+				sample{t: minutes(20), v: float64(2)},
+				sample{t: minutes(22), v: float64(2)},
+				sample{t: minutes(24), v: float64(2)},
+				sample{t: minutes(26), v: float64(2)},
+				sample{t: minutes(29), v: float64(2)},
+				// Head
+				sample{t: minutes(10), v: float64(3)},
+				sample{t: minutes(20), v: float64(3)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0                                                     [--------]
+			// Chunk 1                                            [--------]
+			// Chunk 2                                   [-------]
+			// Chunk 3: Current Head            [--------]
+			// Output Graphically               [----------------][-----------------]
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(10), v: float64(3)},
+					sample{t: minutes(20), v: float64(2)},
+					sample{t: minutes(22), v: float64(2)},
+					sample{t: minutes(24), v: float64(2)},
+					sample{t: minutes(26), v: float64(2)},
+					sample{t: minutes(29), v: float64(2)},
+				},
+				{
+					sample{t: minutes(30), v: float64(1)},
+					sample{t: minutes(32), v: float64(1)},
+					sample{t: minutes(34), v: float64(1)},
+					sample{t: minutes(36), v: float64(1)},
+					sample{t: minutes(40), v: float64(0)},
+					sample{t: minutes(42), v: float64(0)},
+					sample{t: minutes(44), v: float64(0)},
+					sample{t: minutes(46), v: float64(0)},
+					sample{t: minutes(50), v: float64(0)},
+				},
+			},
+		},
+		{
+			name:                 "If chunks are not overlapped they are not converged",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(10), v: float64(0)},
+				sample{t: minutes(12), v: float64(0)},
+				sample{t: minutes(14), v: float64(0)},
+				sample{t: minutes(16), v: float64(0)},
+				sample{t: minutes(18), v: float64(0)},
+				// Chunk 1
+				sample{t: minutes(20), v: float64(1)},
+				sample{t: minutes(22), v: float64(1)},
+				sample{t: minutes(24), v: float64(1)},
+				sample{t: minutes(26), v: float64(1)},
+				sample{t: minutes(28), v: float64(1)},
+				// Chunk 2
+				sample{t: minutes(30), v: float64(2)},
+				sample{t: minutes(32), v: float64(2)},
+				sample{t: minutes(34), v: float64(2)},
+				sample{t: minutes(36), v: float64(2)},
+				sample{t: minutes(38), v: float64(2)},
+				// Head
+				sample{t: minutes(40), v: float64(3)},
+				sample{t: minutes(42), v: float64(3)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0                          [-------]
+			// Chunk 1                                   [-------]
+			// Chunk 2                                            [-------]
+			// Chunk 3: Current Head                                       [-------]
+			// Output Graphically               [-------][-------][-------][--------]
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(10), v: float64(0)},
+					sample{t: minutes(12), v: float64(0)},
+					sample{t: minutes(14), v: float64(0)},
+					sample{t: minutes(16), v: float64(0)},
+					sample{t: minutes(18), v: float64(0)},
+				},
+				{
+					sample{t: minutes(20), v: float64(1)},
+					sample{t: minutes(22), v: float64(1)},
+					sample{t: minutes(24), v: float64(1)},
+					sample{t: minutes(26), v: float64(1)},
+					sample{t: minutes(28), v: float64(1)},
+				},
+				{
+					sample{t: minutes(30), v: float64(2)},
+					sample{t: minutes(32), v: float64(2)},
+					sample{t: minutes(34), v: float64(2)},
+					sample{t: minutes(36), v: float64(2)},
+					sample{t: minutes(38), v: float64(2)},
+				},
+				{
+					sample{t: minutes(40), v: float64(3)},
+					sample{t: minutes(42), v: float64(3)},
+				},
+			},
+		},
+		{
+			name:                 "Triplet of chunks overlapping returns a single merged chunk",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(10), v: float64(0)},
+				sample{t: minutes(15), v: float64(0)},
+				sample{t: minutes(20), v: float64(0)},
+				sample{t: minutes(25), v: float64(0)},
+				sample{t: minutes(30), v: float64(0)},
+				// Chunk 1
+				sample{t: minutes(20), v: float64(1)},
+				sample{t: minutes(25), v: float64(1)},
+				sample{t: minutes(30), v: float64(1)},
+				sample{t: minutes(35), v: float64(1)},
+				sample{t: minutes(42), v: float64(1)},
+				// Chunk 2 Head
+				sample{t: minutes(32), v: float64(2)},
+				sample{t: minutes(50), v: float64(2)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [------------------------------------------------------------------------------------------]
+			// Chunk 0                          [-----------------]
+			// Chunk 1                                   [--------------------]
+			// Chunk 2 Current Head                                  [--------------]
+			// Output Graphically               [-----------------------------------]
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(10), v: float64(0)},
+					sample{t: minutes(15), v: float64(0)},
+					sample{t: minutes(20), v: float64(1)},
+					sample{t: minutes(25), v: float64(1)},
+					sample{t: minutes(30), v: float64(1)},
+					sample{t: minutes(32), v: float64(2)},
+					sample{t: minutes(35), v: float64(1)},
+					sample{t: minutes(42), v: float64(1)},
+					sample{t: minutes(50), v: float64(2)},
+				},
+			},
+		},
+		{
+			name:                 "Query interval partially overlaps with a triplet of chunks but still returns a single merged chunk",
+			queryMinT:            minutes(12),
+			queryMaxT:            minutes(33),
+			firstInOrderSampleAt: minutes(120),
+			inputSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(10), v: float64(0)},
+				sample{t: minutes(15), v: float64(0)},
+				sample{t: minutes(20), v: float64(0)},
+				sample{t: minutes(25), v: float64(0)},
+				sample{t: minutes(30), v: float64(0)},
+				// Chunk 1
+				sample{t: minutes(20), v: float64(1)},
+				sample{t: minutes(25), v: float64(1)},
+				sample{t: minutes(30), v: float64(1)},
+				sample{t: minutes(35), v: float64(1)},
+				sample{t: minutes(42), v: float64(1)},
+				// Chunk 2 Head
+				sample{t: minutes(32), v: float64(2)},
+				sample{t: minutes(50), v: float64(2)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval                     [------------------]
+			// Chunk 0                          [-----------------]
+			// Chunk 1                                   [--------------------]
+			// Chunk 2 Current Head                                  [--------------]
+			// Output Graphically               [-----------------------------------]
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(10), v: float64(0)},
+					sample{t: minutes(15), v: float64(0)},
+					sample{t: minutes(20), v: float64(1)},
+					sample{t: minutes(25), v: float64(1)},
+					sample{t: minutes(30), v: float64(1)},
+					sample{t: minutes(32), v: float64(2)},
+					sample{t: minutes(35), v: float64(1)},
+					sample{t: minutes(42), v: float64(1)},
+					sample{t: minutes(50), v: float64(2)},
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			db := newTestDBWithOpts(t, opts)
+
+			app := db.Appender(context.Background())
+			s1Ref := appendSample(app, s1, tc.firstInOrderSampleAt, float64(tc.firstInOrderSampleAt/1*time.Minute.Milliseconds()))
+			require.NoError(t, app.Commit())
+
+			// OOO few samples for s1.
+			app = db.Appender(context.Background())
+			for _, s := range tc.inputSamples {
+				appendSample(app, s1, s.T(), s.V())
+			}
+			require.NoError(t, app.Commit())
+
+			// The Series method is the one that populates the chunk meta OOO
+			// markers like OOOLastRef. These are then used by the ChunkReader.
+			ir := NewOOOHeadIndexReader(db.head, tc.queryMinT, tc.queryMaxT)
+			var chks []chunks.Meta
+			var respLset labels.Labels
+			err := ir.Series(s1Ref, &respLset, &chks)
+			require.NoError(t, err)
+			require.Equal(t, len(tc.expChunksSamples), len(chks))
+
+			cr := NewOOOHeadChunkReader(db.head, tc.queryMinT, tc.queryMaxT)
+			for i := 0; i < len(chks); i++ {
+				c, err := cr.Chunk(chks[i])
+				require.NoError(t, err)
+
+				var resultSamples tsdbutil.SampleSlice
+				it := c.Iterator(nil)
+				for it.Next() == chunkenc.ValFloat {
+					t, v := it.At()
+					resultSamples = append(resultSamples, sample{t: t, v: v})
+				}
+				require.Equal(t, tc.expChunksSamples[i], resultSamples)
+			}
+		})
+	}
+}
+
+// TestOOOHeadChunkReader_Chunk_ConsistentQueryResponseDespiteOfHeadExpanding tests
+// that if a query comes and performs a Series() call followed by a Chunks() call
+// the response is consistent with the data seen by Series() even if the OOO
+// head receives more samples before Chunks() is called.
+// An example:
+// - Response A comes from: Series() then Chunk()
+// - Response B comes from : Series(), in parallel new samples added to the head, then Chunk()
+// - A == B
+func TestOOOHeadChunkReader_Chunk_ConsistentQueryResponseDespiteOfHeadExpanding(t *testing.T) {
+	opts := DefaultOptions()
+	opts.OutOfOrderCapMax = 5
+	opts.OutOfOrderTimeWindow = 120 * time.Minute.Milliseconds()
+
+	s1 := labels.FromStrings("l", "v1")
+	minutes := func(m int64) int64 { return m * time.Minute.Milliseconds() }
+
+	appendSample := func(app storage.Appender, l labels.Labels, timestamp int64, value float64) storage.SeriesRef {
+		ref, err := app.Append(0, l, timestamp, value)
+		require.NoError(t, err)
+		return ref
+	}
+
+	tests := []struct {
+		name                   string
+		queryMinT              int64
+		queryMaxT              int64
+		firstInOrderSampleAt   int64
+		initialSamples         tsdbutil.SampleSlice
+		samplesAfterSeriesCall tsdbutil.SampleSlice
+		expChunkError          bool
+		expChunksSamples       []tsdbutil.SampleSlice
+	}{
+		{
+			name:                 "Current head gets old, new and in between sample after Series call, they all should be omitted from the result",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			initialSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(20), v: float64(0)},
+				sample{t: minutes(22), v: float64(0)},
+				sample{t: minutes(24), v: float64(0)},
+				sample{t: minutes(26), v: float64(0)},
+				sample{t: minutes(30), v: float64(0)},
+				// Chunk 1 Head
+				sample{t: minutes(25), v: float64(1)},
+				sample{t: minutes(35), v: float64(1)},
+			},
+			samplesAfterSeriesCall: tsdbutil.SampleSlice{
+				sample{t: minutes(10), v: float64(1)},
+				sample{t: minutes(32), v: float64(1)},
+				sample{t: minutes(50), v: float64(1)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [-----------------------------------]
+			// Chunk 0:                                  [--------] (5 samples)
+			// Chunk 1: Current Head                          [-------] (2 samples)
+			// New samples added after Series()
+			// Chunk 1: Current Head            [-----------------------------------] (5 samples)
+			// Output Graphically                        [------------] (With 8 samples, samples newer than lastmint or older than lastmaxt are omitted but the ones in between are kept)
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(20), v: float64(0)},
+					sample{t: minutes(22), v: float64(0)},
+					sample{t: minutes(24), v: float64(0)},
+					sample{t: minutes(25), v: float64(1)},
+					sample{t: minutes(26), v: float64(0)},
+					sample{t: minutes(30), v: float64(0)},
+					sample{t: minutes(32), v: float64(1)}, // This sample was added after Series() but before Chunk() and its in between the lastmint and maxt so it should be kept
+					sample{t: minutes(35), v: float64(1)},
+				},
+			},
+		},
+		{
+			name:                 "After Series() previous head gets mmapped after getting samples, new head gets new samples also overlapping, none of these should appear in the response.",
+			queryMinT:            minutes(0),
+			queryMaxT:            minutes(100),
+			firstInOrderSampleAt: minutes(120),
+			initialSamples: tsdbutil.SampleSlice{
+				// Chunk 0
+				sample{t: minutes(20), v: float64(0)},
+				sample{t: minutes(22), v: float64(0)},
+				sample{t: minutes(24), v: float64(0)},
+				sample{t: minutes(26), v: float64(0)},
+				sample{t: minutes(30), v: float64(0)},
+				// Chunk 1 Head
+				sample{t: minutes(25), v: float64(1)},
+				sample{t: minutes(35), v: float64(1)},
+			},
+			samplesAfterSeriesCall: tsdbutil.SampleSlice{
+				sample{t: minutes(10), v: float64(1)},
+				sample{t: minutes(32), v: float64(1)},
+				sample{t: minutes(50), v: float64(1)},
+				// Chunk 1 gets mmapped and Chunk 2, the new head is born
+				sample{t: minutes(25), v: float64(2)},
+				sample{t: minutes(31), v: float64(2)},
+			},
+			expChunkError: false,
+			// ts (in minutes)         0       10       20       30       40       50       60       70       80       90       100
+			// Query Interval          [-----------------------------------]
+			// Chunk 0:                                  [--------] (5 samples)
+			// Chunk 1: Current Head                          [-------] (2 samples)
+			// New samples added after Series()
+			// Chunk 1 (mmapped)                     [-------------------------] (5 samples)
+			// Chunk 2: Current Head                    [-----------] (2 samples)
+			// Output Graphically                        [------------]  (8 samples) It has 5 from Chunk 0 and 3 from Chunk 1
+			expChunksSamples: []tsdbutil.SampleSlice{
+				{
+					sample{t: minutes(20), v: float64(0)},
+					sample{t: minutes(22), v: float64(0)},
+					sample{t: minutes(24), v: float64(0)},
+					sample{t: minutes(25), v: float64(1)},
+					sample{t: minutes(26), v: float64(0)},
+					sample{t: minutes(30), v: float64(0)},
+					sample{t: minutes(32), v: float64(1)}, // This sample was added after Series() but before Chunk() and its in between the lastmint and maxt so it should be kept
+					sample{t: minutes(35), v: float64(1)},
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			db := newTestDBWithOpts(t, opts)
+
+			app := db.Appender(context.Background())
+			s1Ref := appendSample(app, s1, tc.firstInOrderSampleAt, float64(tc.firstInOrderSampleAt/1*time.Minute.Milliseconds()))
+			require.NoError(t, app.Commit())
+
+			// OOO few samples for s1.
+			app = db.Appender(context.Background())
+			for _, s := range tc.initialSamples {
+				appendSample(app, s1, s.T(), s.V())
+			}
+			require.NoError(t, app.Commit())
+
+			// The Series method is the one that populates the chunk meta OOO
+			// markers like OOOLastRef. These are then used by the ChunkReader.
+			ir := NewOOOHeadIndexReader(db.head, tc.queryMinT, tc.queryMaxT)
+			var chks []chunks.Meta
+			var respLset labels.Labels
+			err := ir.Series(s1Ref, &respLset, &chks)
+			require.NoError(t, err)
+			require.Equal(t, len(tc.expChunksSamples), len(chks))
+
+			// Now we keep receiving ooo samples
+			// OOO few samples for s1.
+			app = db.Appender(context.Background())
+			for _, s := range tc.samplesAfterSeriesCall {
+				appendSample(app, s1, s.T(), s.V())
+			}
+			require.NoError(t, app.Commit())
+
+			cr := NewOOOHeadChunkReader(db.head, tc.queryMinT, tc.queryMaxT)
+			for i := 0; i < len(chks); i++ {
+				c, err := cr.Chunk(chks[i])
+				require.NoError(t, err)
+
+				var resultSamples tsdbutil.SampleSlice
+				it := c.Iterator(nil)
+				for it.Next() == chunkenc.ValFloat {
+					ts, v := it.At()
+					resultSamples = append(resultSamples, sample{t: ts, v: v})
+				}
+				require.Equal(t, tc.expChunksSamples[i], resultSamples)
+			}
+		})
+	}
+}
+
+// TestSortByMinTimeAndMinRef tests that the sort function for chunk metas does sort
+// by chunk meta MinTime and in case of same references by the lower reference.
+func TestSortByMinTimeAndMinRef(t *testing.T) {
+	tests := []struct {
+		name  string
+		input []chunkMetaAndChunkDiskMapperRef
+		exp   []chunkMetaAndChunkDiskMapperRef
+	}{
+		{
+			name: "chunks are ordered by min time",
+			input: []chunkMetaAndChunkDiskMapperRef{
+				{
+					meta: chunks.Meta{
+						Ref:     0,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(0),
+				},
+				{
+					meta: chunks.Meta{
+						Ref:     1,
+						MinTime: 1,
+					},
+					ref: chunks.ChunkDiskMapperRef(1),
+				},
+			},
+			exp: []chunkMetaAndChunkDiskMapperRef{
+				{
+					meta: chunks.Meta{
+						Ref:     0,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(0),
+				},
+				{
+					meta: chunks.Meta{
+						Ref:     1,
+						MinTime: 1,
+					},
+					ref: chunks.ChunkDiskMapperRef(1),
+				},
+			},
+		},
+		{
+			name: "if same mintime, lower reference goes first",
+			input: []chunkMetaAndChunkDiskMapperRef{
+				{
+					meta: chunks.Meta{
+						Ref:     10,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(0),
+				},
+				{
+					meta: chunks.Meta{
+						Ref:     5,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(1),
+				},
+			},
+			exp: []chunkMetaAndChunkDiskMapperRef{
+				{
+					meta: chunks.Meta{
+						Ref:     5,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(1),
+				},
+				{
+					meta: chunks.Meta{
+						Ref:     10,
+						MinTime: 0,
+					},
+					ref: chunks.ChunkDiskMapperRef(0),
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			sort.Sort(byMinTimeAndMinRef(tc.input))
+			require.Equal(t, tc.exp, tc.input)
+		})
+	}
+}
+
+// TestSortMetaByMinTimeAndMinRef tests that the sort function for chunk metas does sort
+// by chunk meta MinTime and in case of same references by the lower reference.
+func TestSortMetaByMinTimeAndMinRef(t *testing.T) {
+	tests := []struct {
+		name       string
+		inputMetas []chunks.Meta
+		expMetas   []chunks.Meta
+	}{
+		{
+			name: "chunks are ordered by min time",
+			inputMetas: []chunks.Meta{
+				{
+					Ref:     0,
+					MinTime: 0,
+				},
+				{
+					Ref:     1,
+					MinTime: 1,
+				},
+			},
+			expMetas: []chunks.Meta{
+				{
+					Ref:     0,
+					MinTime: 0,
+				},
+				{
+					Ref:     1,
+					MinTime: 1,
+				},
+			},
+		},
+		{
+			name: "if same mintime, lower reference goes first",
+			inputMetas: []chunks.Meta{
+				{
+					Ref:     10,
+					MinTime: 0,
+				},
+				{
+					Ref:     5,
+					MinTime: 0,
+				},
+			},
+			expMetas: []chunks.Meta{
+				{
+					Ref:     5,
+					MinTime: 0,
+				},
+				{
+					Ref:     10,
+					MinTime: 0,
+				},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(fmt.Sprintf("name=%s", tc.name), func(t *testing.T) {
+			sort.Sort(metaByMinTimeAndMinRef(tc.inputMetas))
+			require.Equal(t, tc.expMetas, tc.inputMetas)
+		})
+	}
+}
+
+func newTestDBWithOpts(t *testing.T, opts *Options) *DB {
+	dir := t.TempDir()
+
+	db, err := Open(dir, nil, nil, opts, nil)
+	require.NoError(t, err)
+
+	t.Cleanup(func() {
+		require.NoError(t, db.Close())
+	})
+
+	return db
+}
diff --git a/tsdb/ooo_head_test.go b/tsdb/ooo_head_test.go
new file mode 100644
index 00000000000..dcab28b61fc
--- /dev/null
+++ b/tsdb/ooo_head_test.go
@@ -0,0 +1,93 @@
+// Copyright 2022 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package tsdb
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+const testMaxSize int = 32
+
+// Formulas chosen to make testing easy:
+func valEven(pos int) int { return pos*2 + 2 } // s[0]=2, s[1]=4, s[2]=6, ..., s[31]=64 - Predictable pre-existing values
+func valOdd(pos int) int  { return pos*2 + 1 } // s[0]=1, s[1]=3, s[2]=5, ..., s[31]=63 - New values will interject at chosen position because they sort before the pre-existing vals.
+
+func samplify(v int) sample { return sample{int64(v), float64(v), nil, nil} }
+
+func makeEvenSampleSlice(n int) []sample {
+	s := make([]sample, n)
+	for i := 0; i < n; i++ {
+		s[i] = samplify(valEven(i))
+	}
+	return s
+}
+
+// TestOOOInsert tests the following cases:
+// - Number of pre-existing samples anywhere from 0 to testMaxSize-1.
+// - Insert new sample before first pre-existing samples, after the last, and anywhere in between.
+// - With a chunk initial capacity of testMaxSize/8 and testMaxSize, which lets us test non-full and full chunks, and chunks that need to expand themselves.
+// Note: In all samples used, t always equals v in numeric value. when we talk about 'value' we just refer to a value that will be used for both sample.t and sample.v.
+func TestOOOInsert(t *testing.T) {
+	for numPreExisting := 0; numPreExisting <= testMaxSize; numPreExisting++ {
+		// For example, if we have numPreExisting 2, then:
+		// chunk.samples indexes filled        0   1
+		// chunk.samples with these values     2   4     // valEven
+		// we want to test inserting at index  0   1   2 // insertPos=0..numPreExisting
+		// we can do this by using values      1,  3   5 // valOdd(insertPos)
+
+		for insertPos := 0; insertPos <= numPreExisting; insertPos++ {
+			chunk := NewOOOChunk()
+			chunk.samples = makeEvenSampleSlice(numPreExisting)
+			newSample := samplify(valOdd(insertPos))
+			chunk.Insert(newSample.t, newSample.v)
+
+			var expSamples []sample
+			// Our expected new samples slice, will be first the original samples.
+			for i := 0; i < insertPos; i++ {
+				expSamples = append(expSamples, samplify(valEven(i)))
+			}
+			// Then the new sample.
+			expSamples = append(expSamples, newSample)
+			// Followed by any original samples that were pushed back by the new one.
+			for i := insertPos; i < numPreExisting; i++ {
+				expSamples = append(expSamples, samplify(valEven(i)))
+			}
+
+			require.Equal(t, expSamples, chunk.samples, "numPreExisting %d, insertPos %d", numPreExisting, insertPos)
+		}
+	}
+}
+
+// TestOOOInsertDuplicate tests the correct behavior when inserting a sample that is a duplicate of any
+// pre-existing samples, with between 1 and testMaxSize pre-existing samples and
+// with a chunk initial capacity of testMaxSize/8 and testMaxSize, which lets us test non-full and full chunks, and chunks that need to expand themselves.
+func TestOOOInsertDuplicate(t *testing.T) {
+	for num := 1; num <= testMaxSize; num++ {
+		for dupPos := 0; dupPos < num; dupPos++ {
+			chunk := NewOOOChunk()
+			chunk.samples = makeEvenSampleSlice(num)
+
+			dupSample := chunk.samples[dupPos]
+			dupSample.v = 0.123
+
+			ok := chunk.Insert(dupSample.t, dupSample.v)
+
+			expSamples := makeEvenSampleSlice(num) // We expect no change.
+			require.False(t, ok)
+			require.Equal(t, expSamples, chunk.samples, "num %d, dupPos %d", num, dupPos)
+		}
+	}
+}
diff --git a/tsdb/querier_bench_test.go b/tsdb/querier_bench_test.go
index 0bd295fbe75..3cf4e19346d 100644
--- a/tsdb/querier_bench_test.go
+++ b/tsdb/querier_bench_test.go
@@ -34,7 +34,7 @@ func BenchmarkQuerier(b *testing.B) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = chunkDir
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(b, err)
 	defer func() {
 		require.NoError(b, h.Close())
@@ -180,7 +180,7 @@ func BenchmarkQuerierSelect(b *testing.B) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = chunkDir
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(b, err)
 	defer h.Close()
 	app := h.Appender(context.Background())
diff --git a/tsdb/querier_test.go b/tsdb/querier_test.go
index 1c1621ca360..199234beda5 100644
--- a/tsdb/querier_test.go
+++ b/tsdb/querier_test.go
@@ -275,24 +275,24 @@ func TestBlockQuerier(t *testing.T) {
 			maxt: math.MaxInt64,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "a", ".*")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}, sample{5, 1, nil, nil}, sample{6, 7, nil, nil}, sample{7, 2, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}}, []tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}}, []tsdbutil.Sample{sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}}, []tsdbutil.Sample{sample{5, 1, nil, nil}, sample{6, 7, nil, nil}, sample{7, 2, nil, nil}},
 				),
 			}),
@@ -302,18 +302,18 @@ func TestBlockQuerier(t *testing.T) {
 			maxt: 6,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "a", "a")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{2, 3, nil, nil}, sample{3, 4, nil, nil}}, []tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}}, []tsdbutil.Sample{sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
@@ -326,19 +326,19 @@ func TestBlockQuerier(t *testing.T) {
 			hints: &storage.SelectHints{Start: 2, End: 6, DisableTrimming: true},
 			ms:    []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "a", "a")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}},
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}},
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
@@ -352,18 +352,18 @@ func TestBlockQuerier(t *testing.T) {
 			hints: &storage.SelectHints{Start: 5, End: 6, DisableTrimming: true},
 			ms:    []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "a", "a")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
@@ -411,24 +411,24 @@ func TestBlockQuerier_AgainstHeadWithOpenChunks(t *testing.T) {
 			maxt: math.MaxInt64,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "a", ".*")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}, sample{5, 1, nil, nil}, sample{6, 7, nil, nil}, sample{7, 2, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{1, 2, nil, nil}, sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{1, 1, nil, nil}, sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}, sample{5, 1, nil, nil}, sample{6, 7, nil, nil}, sample{7, 2, nil, nil}},
 				),
 			}),
@@ -438,18 +438,18 @@ func TestBlockQuerier_AgainstHeadWithOpenChunks(t *testing.T) {
 			maxt: 6,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "a", "a")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{2, 3, nil, nil}, sample{3, 4, nil, nil}, sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{2, 2, nil, nil}, sample{3, 3, nil, nil}, sample{5, 3, nil, nil}, sample{6, 6, nil, nil}},
 				),
 			}),
@@ -458,7 +458,7 @@ func TestBlockQuerier_AgainstHeadWithOpenChunks(t *testing.T) {
 		t.Run("", func(t *testing.T) {
 			opts := DefaultHeadOptions()
 			opts.ChunkRange = 2 * time.Hour.Milliseconds()
-			h, err := NewHead(nil, nil, nil, opts, nil)
+			h, err := NewHead(nil, nil, nil, nil, opts, nil)
 			require.NoError(t, err)
 			defer h.Close()
 
@@ -552,24 +552,24 @@ func TestBlockQuerierDelete(t *testing.T) {
 			maxt: math.MaxInt64,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "a", ".*")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}, sample{5, 1, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}, sample{7, 4, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("b", "b"),
 					[]tsdbutil.Sample{sample{1, 3, nil, nil}, sample{2, 2, nil, nil}, sample{3, 6, nil, nil}}, []tsdbutil.Sample{sample{5, 1, nil, nil}},
 				),
 			}),
@@ -579,18 +579,18 @@ func TestBlockQuerierDelete(t *testing.T) {
 			maxt: 6,
 			ms:   []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "a", "a")},
 			exp: newMockSeriesSet([]storage.Series{
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListSeries(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListSeries(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListSeries(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}},
 				),
 			}),
 			expChks: newMockChunkSeriesSet([]storage.ChunkSeries{
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a"),
 					[]tsdbutil.Sample{sample{5, 2, nil, nil}, sample{6, 3, nil, nil}},
 				),
-				storage.NewListChunkSeriesFromSamples(labels.Labels{{Name: "a", Value: "a"}, {Name: "b", Value: "b"}},
+				storage.NewListChunkSeriesFromSamples(labels.FromStrings("a", "a", "b", "b"),
 					[]tsdbutil.Sample{sample{5, 3, nil, nil}},
 				),
 			}),
@@ -627,10 +627,10 @@ func createFakeReaderAndNotPopulatedChunks(s ...[]tsdbutil.Sample) (*fakeChunksR
 	return f, chks
 }
 
-func (r *fakeChunksReader) Chunk(ref chunks.ChunkRef) (chunkenc.Chunk, error) {
-	chk, ok := r.chks[ref]
+func (r *fakeChunksReader) Chunk(meta chunks.Meta) (chunkenc.Chunk, error) {
+	chk, ok := r.chks[meta.Ref]
 	if !ok {
-		return nil, errors.Errorf("chunk not found at ref %v", ref)
+		return nil, errors.Errorf("chunk not found at ref %v", meta.Ref)
 	}
 	return chk, nil
 }
@@ -1016,8 +1016,8 @@ func BenchmarkMergedSeriesSet(b *testing.B) {
 
 type mockChunkReader map[chunks.ChunkRef]chunkenc.Chunk
 
-func (cr mockChunkReader) Chunk(id chunks.ChunkRef) (chunkenc.Chunk, error) {
-	chk, ok := cr[id]
+func (cr mockChunkReader) Chunk(meta chunks.Meta) (chunkenc.Chunk, error) {
+	chk, ok := cr[meta.Ref]
 	if ok {
 		return chk, nil
 	}
@@ -1643,7 +1643,7 @@ func TestPostingsForMatchers(t *testing.T) {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = 1000
 	opts.ChunkDirRoot = chunkDir
-	h, err := NewHead(nil, nil, nil, opts, nil)
+	h, err := NewHead(nil, nil, nil, nil, opts, nil)
 	require.NoError(t, err)
 	defer func() {
 		require.NoError(t, h.Close())
@@ -1944,13 +1944,17 @@ func BenchmarkQueries(b *testing.B) {
 		},
 	}
 
-	queryTypes := make(map[string]storage.Querier)
+	type qt struct {
+		typ     string
+		querier storage.Querier
+	}
+	var queryTypes []qt // We use a slice instead of map to keep the order of test cases consistent.
 	defer func() {
 		for _, q := range queryTypes {
 			// Can't run a check for error here as some of these will fail as
 			// queryTypes is using the same slice for the different block queriers
 			// and would have been closed in the previous iteration.
-			q.Close()
+			q.querier.Close()
 		}
 	}()
 
@@ -1991,21 +1995,38 @@ func BenchmarkQueries(b *testing.B) {
 					qs = append(qs, q)
 				}
 
-				queryTypes["_1-Block"] = storage.NewMergeQuerier(qs[:1], nil, storage.ChainedSeriesMerge)
-				queryTypes["_3-Blocks"] = storage.NewMergeQuerier(qs[0:3], nil, storage.ChainedSeriesMerge)
-				queryTypes["_10-Blocks"] = storage.NewMergeQuerier(qs, nil, storage.ChainedSeriesMerge)
+				queryTypes = append(queryTypes, qt{"_1-Block", storage.NewMergeQuerier(qs[:1], nil, storage.ChainedSeriesMerge)})
+				queryTypes = append(queryTypes, qt{"_3-Blocks", storage.NewMergeQuerier(qs[0:3], nil, storage.ChainedSeriesMerge)})
+				queryTypes = append(queryTypes, qt{"_10-Blocks", storage.NewMergeQuerier(qs, nil, storage.ChainedSeriesMerge)})
 
 				chunkDir := b.TempDir()
 				head := createHead(b, nil, series, chunkDir)
-				qHead, err := NewBlockQuerier(head, 1, nSamples)
+				qHead, err := NewBlockQuerier(NewRangeHead(head, 1, nSamples), 1, nSamples)
 				require.NoError(b, err)
-				queryTypes["_Head"] = qHead
+				queryTypes = append(queryTypes, qt{"_Head", qHead})
+
+				for _, oooPercentage := range []int{1, 3, 5, 10} {
+					chunkDir := b.TempDir()
+					totalOOOSamples := oooPercentage * int(nSamples) / 100
+					oooSampleFrequency := int(nSamples) / totalOOOSamples
+					head := createHeadWithOOOSamples(b, nil, series, chunkDir, oooSampleFrequency)
+
+					qHead, err := NewBlockQuerier(NewRangeHead(head, 1, nSamples), 1, nSamples)
+					require.NoError(b, err)
+					qOOOHead, err := NewBlockQuerier(NewOOORangeHead(head, 1, nSamples), 1, nSamples)
+					require.NoError(b, err)
+
+					queryTypes = append(queryTypes, qt{
+						fmt.Sprintf("_Head_oooPercent:%d", oooPercentage),
+						storage.NewMergeQuerier([]storage.Querier{qHead, qOOOHead}, nil, storage.ChainedSeriesMerge),
+					})
+				}
 
-				for qtype, querier := range queryTypes {
-					b.Run(title+qtype+"_nSeries:"+strconv.Itoa(nSeries)+"_nSamples:"+strconv.Itoa(int(nSamples)), func(b *testing.B) {
+				for _, q := range queryTypes {
+					b.Run(title+q.typ+"_nSeries:"+strconv.Itoa(nSeries)+"_nSamples:"+strconv.Itoa(int(nSamples)), func(b *testing.B) {
 						expExpansions, err := strconv.Atoi(string(title[len(title)-1]))
 						require.NoError(b, err)
-						benchQuery(b, expExpansions, querier, selectors)
+						benchQuery(b, expExpansions, q.querier, selectors)
 					})
 				}
 				require.NoError(b, head.Close())
diff --git a/tsdb/repair_test.go b/tsdb/repair_test.go
index 9fd3044a3b7..6d95fc0a641 100644
--- a/tsdb/repair_test.go
+++ b/tsdb/repair_test.go
@@ -112,8 +112,8 @@ func TestRepairBadIndexVersion(t *testing.T) {
 
 	require.NoError(t, p.Err())
 	require.Equal(t, []labels.Labels{
-		{{Name: "a", Value: "1"}, {Name: "b", Value: "1"}},
-		{{Name: "a", Value: "2"}, {Name: "b", Value: "1"}},
+		labels.FromStrings("a", "1", "b", "1"),
+		labels.FromStrings("a", "2", "b", "1"),
 	}, res)
 
 	meta, _, err := readMetaFile(tmpDbDir)
diff --git a/tsdb/tsdbutil/buffer_test.go b/tsdb/tsdbutil/buffer_test.go
deleted file mode 100644
index 263e2681e5c..00000000000
--- a/tsdb/tsdbutil/buffer_test.go
+++ /dev/null
@@ -1,204 +0,0 @@
-// Copyright 2018 The Prometheus Authors
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-// http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package tsdbutil
-
-import (
-	"math/rand"
-	"sort"
-	"testing"
-
-	"github.com/stretchr/testify/require"
-
-	"github.com/prometheus/prometheus/model/histogram"
-	"github.com/prometheus/prometheus/tsdb/chunkenc"
-)
-
-func TestSampleRing(t *testing.T) {
-	cases := []struct {
-		input []int64
-		delta int64
-		size  int
-	}{
-		{
-			input: []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
-			delta: 2,
-			size:  1,
-		},
-		{
-			input: []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
-			delta: 2,
-			size:  2,
-		},
-		{
-			input: []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
-			delta: 7,
-			size:  3,
-		},
-		{
-			input: []int64{1, 2, 3, 4, 5, 16, 17, 18, 19, 20},
-			delta: 7,
-			size:  1,
-		},
-	}
-	for _, c := range cases {
-		r := newSampleRing(c.delta, c.size)
-
-		input := []sample{}
-		for _, t := range c.input {
-			input = append(input, sample{
-				t: t,
-				v: float64(rand.Intn(100)),
-			})
-		}
-
-		for i, s := range input {
-			r.add(s.t, s.v)
-			buffered := r.samples()
-
-			for _, sold := range input[:i] {
-				found := false
-				for _, bs := range buffered {
-					if bs.t == sold.t && bs.v == sold.v {
-						found = true
-						break
-					}
-				}
-				if sold.t >= s.t-c.delta && !found {
-					t.Fatalf("%d: expected sample %d to be in buffer but was not; buffer %v", i, sold.t, buffered)
-				}
-				if sold.t < s.t-c.delta && found {
-					t.Fatalf("%d: unexpected sample %d in buffer; buffer %v", i, sold.t, buffered)
-				}
-			}
-		}
-	}
-}
-
-func TestBufferedSeriesIterator(t *testing.T) {
-	var it *BufferedSeriesIterator
-
-	bufferEq := func(exp []sample) {
-		var b []sample
-		bit := it.Buffer()
-		for bit.Next() == chunkenc.ValFloat {
-			t, v := bit.At()
-			b = append(b, sample{t: t, v: v})
-		}
-		require.Equal(t, exp, b)
-	}
-	sampleEq := func(ets int64, ev float64) {
-		ts, v := it.At()
-		require.Equal(t, ets, ts)
-		require.Equal(t, ev, v)
-	}
-
-	it = NewBuffer(newListSeriesIterator([]sample{
-		{t: 1, v: 2},
-		{t: 2, v: 3},
-		{t: 3, v: 4},
-		{t: 4, v: 5},
-		{t: 5, v: 6},
-		{t: 99, v: 8},
-		{t: 100, v: 9},
-		{t: 101, v: 10},
-	}), 2)
-
-	require.Equal(t, chunkenc.ValFloat, it.Seek(-123), "seek failed")
-	sampleEq(1, 2)
-	bufferEq(nil)
-
-	require.Equal(t, chunkenc.ValFloat, it.Next(), "next failed")
-	sampleEq(2, 3)
-	bufferEq([]sample{{t: 1, v: 2}})
-
-	require.Equal(t, chunkenc.ValFloat, it.Next(), "next failed")
-	require.Equal(t, chunkenc.ValFloat, it.Next(), "next failed")
-	require.Equal(t, chunkenc.ValFloat, it.Next(), "next failed")
-	sampleEq(5, 6)
-	bufferEq([]sample{{t: 2, v: 3}, {t: 3, v: 4}, {t: 4, v: 5}})
-
-	require.Equal(t, chunkenc.ValFloat, it.Seek(5), "seek failed")
-	sampleEq(5, 6)
-	bufferEq([]sample{{t: 2, v: 3}, {t: 3, v: 4}, {t: 4, v: 5}})
-
-	require.Equal(t, chunkenc.ValFloat, it.Seek(101), "seek failed")
-	sampleEq(101, 10)
-	bufferEq([]sample{{t: 99, v: 8}, {t: 100, v: 9}})
-
-	require.Equal(t, chunkenc.ValNone, it.Next(), "next succeeded unexpectedly")
-}
-
-type listSeriesIterator struct {
-	list []sample
-	idx  int
-}
-
-func newListSeriesIterator(list []sample) *listSeriesIterator {
-	return &listSeriesIterator{list: list, idx: -1}
-}
-
-func (it *listSeriesIterator) At() (int64, float64) {
-	s := it.list[it.idx]
-	return s.t, s.v
-}
-
-func (it *listSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
-	s := it.list[it.idx]
-	return s.t, s.h
-}
-
-func (it *listSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	s := it.list[it.idx]
-	return s.t, s.fh
-}
-
-func (it *listSeriesIterator) AtT() int64 {
-	s := it.list[it.idx]
-	return s.t
-}
-
-func (it *listSeriesIterator) Next() chunkenc.ValueType {
-	it.idx++
-	if it.idx >= len(it.list) {
-		return chunkenc.ValNone
-	}
-	return it.list[it.idx].Type()
-}
-
-func (it *listSeriesIterator) Seek(t int64) chunkenc.ValueType {
-	if it.idx == -1 {
-		it.idx = 0
-	}
-	if it.idx >= len(it.list) {
-		return chunkenc.ValNone
-	}
-	// No-op check.
-	if s := it.list[it.idx]; s.t >= t {
-		return s.Type()
-	}
-	// Do binary search between current position and end.
-	it.idx += sort.Search(len(it.list)-it.idx, func(i int) bool {
-		s := it.list[i+it.idx]
-		return s.t >= t
-	})
-
-	if it.idx >= len(it.list) {
-		return chunkenc.ValNone
-	}
-	return it.list[it.idx].Type()
-}
-
-func (it *listSeriesIterator) Err() error {
-	return nil
-}
diff --git a/tsdb/wal/watcher_test.go b/tsdb/wal/watcher_test.go
index 92a028b2e9c..7a70c175682 100644
--- a/tsdb/wal/watcher_test.go
+++ b/tsdb/wal/watcher_test.go
@@ -139,7 +139,7 @@ func TestTailSamples(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(ref),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				require.NoError(t, w.Log(series))
@@ -251,7 +251,7 @@ func TestReadToEndNoCheckpoint(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(i),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				recs = append(recs, series)
@@ -320,7 +320,7 @@ func TestReadToEndWithCheckpoint(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(ref),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				require.NoError(t, w.Log(series))
@@ -348,7 +348,7 @@ func TestReadToEndWithCheckpoint(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(i),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				require.NoError(t, w.Log(series))
@@ -394,14 +394,16 @@ func TestReadCheckpoint(t *testing.T) {
 			err := os.Mkdir(wdir, 0o777)
 			require.NoError(t, err)
 
-			os.Create(SegmentName(wdir, 30))
+			f, err := os.Create(SegmentName(wdir, 30))
+			require.NoError(t, err)
+			require.NoError(t, f.Close())
 
 			enc := record.Encoder{}
 			w, err := NewSize(nil, nil, wdir, 128*pageSize, compress)
 			require.NoError(t, err)
-			defer func() {
+			t.Cleanup(func() {
 				require.NoError(t, w.Close())
-			}()
+			})
 
 			// Write to the initial segment then checkpoint.
 			for i := 0; i < seriesCount; i++ {
@@ -409,7 +411,7 @@ func TestReadCheckpoint(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(ref),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				require.NoError(t, w.Log(series))
@@ -426,8 +428,11 @@ func TestReadCheckpoint(t *testing.T) {
 					require.NoError(t, w.Log(sample))
 				}
 			}
-			Checkpoint(log.NewNopLogger(), w, 30, 31, func(x chunks.HeadSeriesRef) bool { return true }, 0)
-			w.Truncate(32)
+			_, err = w.NextSegmentSync()
+			require.NoError(t, err)
+			_, err = Checkpoint(log.NewNopLogger(), w, 30, 31, func(x chunks.HeadSeriesRef) bool { return true }, 0)
+			require.NoError(t, err)
+			require.NoError(t, w.Truncate(32))
 
 			// Start read after checkpoint, no more data written.
 			_, _, err = Segments(w.Dir())
@@ -473,7 +478,7 @@ func TestReadCheckpointMultipleSegments(t *testing.T) {
 					series := enc.Series([]record.RefSeries{
 						{
 							Ref:    chunks.HeadSeriesRef(ref),
-							Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", j)}},
+							Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 						},
 					}, nil)
 					require.NoError(t, w.Log(series))
@@ -553,7 +558,7 @@ func TestCheckpointSeriesReset(t *testing.T) {
 				series := enc.Series([]record.RefSeries{
 					{
 						Ref:    chunks.HeadSeriesRef(ref),
-						Labels: labels.Labels{labels.Label{Name: "__name__", Value: fmt.Sprintf("metric_%d", i)}},
+						Labels: labels.FromStrings("__name__", fmt.Sprintf("metric_%d", i)),
 					},
 				}, nil)
 				require.NoError(t, w.Log(series))
diff --git a/web/api/v1/api_test.go b/web/api/v1/api_test.go
index 75c68345305..e9c979b1e32 100644
--- a/web/api/v1/api_test.go
+++ b/web/api/v1/api_test.go
@@ -2315,7 +2315,7 @@ func (f *fakeDB) Stats(statsByLabelName string) (_ *tsdb.Stats, retErr error) {
 	}()
 	opts := tsdb.DefaultHeadOptions()
 	opts.ChunkRange = 1000
-	h, _ := tsdb.NewHead(nil, nil, nil, opts, nil)
+	h, _ := tsdb.NewHead(nil, nil, nil, nil, opts, nil)
 	return h.Stats(statsByLabelName), nil
 }
 
diff --git a/web/ui/module/codemirror-promql/src/parser/path-finder.test.ts b/web/ui/module/codemirror-promql/src/parser/path-finder.test.ts
index 514dddf107c..82aaacfec00 100644
--- a/web/ui/module/codemirror-promql/src/parser/path-finder.test.ts
+++ b/web/ui/module/codemirror-promql/src/parser/path-finder.test.ts
@@ -17,9 +17,6 @@ import {
   BinaryExpr,
   Div,
   Eql,
-  Expr,
-  FunctionCall,
-  FunctionCallArgs,
   FunctionCallBody,
   Gte,
   Gtr,
@@ -28,74 +25,14 @@ import {
   Mod,
   Mul,
   Neq,
-  NumberLiteral,
   Sub,
   VectorSelector,
 } from '@prometheus-io/lezer-promql';
 import { createEditorState } from '../test/utils-test';
-import { containsAtLeastOneChild, containsChild, retrieveAllRecursiveNodes, walkBackward, walkThrough } from './path-finder';
+import { containsAtLeastOneChild, containsChild, walkBackward } from './path-finder';
 import { SyntaxNode } from '@lezer/common';
 import { syntaxTree } from '@codemirror/language';
 
-describe('walkThrough test', () => {
-  const testCases = [
-    {
-      title: 'should return the node when no path is given',
-      expr: '1 > bool 2',
-      pos: 0,
-      expectedNode: 'PromQL',
-      path: [] as number[],
-      expectedDoc: '1 > bool 2',
-    },
-    {
-      title: 'should find the path',
-      expr: "100 * (1 - avg by(instance)(irate(node_cpu{mode='idle'}[5m])))",
-      pos: 11,
-      path: [Expr, NumberLiteral],
-      // for the moment the function walkThrough is not able to find the following path.
-      // That's because the function is iterating through the tree by searching the first possible node that matched
-      // the node ID path[i].
-      // So for the current expression, and the given position we are in the sub expr (1 - avg ...).
-      // Expr is matching 1 and not avg.
-      // TODO fix this issue
-      // path: [Expr, AggregateExpr, AggregateOp, Avg],
-      expectedNode: NumberLiteral,
-      expectedDoc: '1',
-    },
-    {
-      title: 'should not find the path',
-      expr: 'topk(10, count by (job)({__name__=~".+"}))',
-      pos: 12,
-      path: [Expr, BinaryExpr],
-      expectedNode: undefined,
-      expectedDoc: undefined,
-    },
-    {
-      title: 'should find a node in a recursive node definition',
-      expr: 'rate(1, 2, 3)',
-      pos: 0,
-      path: [Expr, FunctionCall, FunctionCallBody, FunctionCallArgs, FunctionCallArgs, Expr, NumberLiteral],
-      expectedNode: NumberLiteral,
-      expectedDoc: '2',
-    },
-  ];
-  testCases.forEach((value) => {
-    it(value.title, () => {
-      const state = createEditorState(value.expr);
-      const subTree = syntaxTree(state).resolve(value.pos, -1);
-      const node = walkThrough(subTree, ...value.path);
-      if (typeof value.expectedNode === 'number') {
-        expect(value.expectedNode).toEqual(node?.type.id);
-      } else {
-        expect(value.expectedNode).toEqual(node?.type.name);
-      }
-      if (node) {
-        expect(value.expectedDoc).toEqual(state.sliceDoc(node.from, node.to));
-      }
-    });
-  });
-});
-
 describe('containsAtLeastOneChild test', () => {
   const testCases = [
     {
@@ -103,14 +40,13 @@ describe('containsAtLeastOneChild test', () => {
       expr: '1 > 2',
       pos: 3,
       expectedResult: false,
-      walkThrough: [],
       child: [],
     },
     {
       title: 'should find a node in the given list',
       expr: '1 > 2',
       pos: 0,
-      walkThrough: [Expr, BinaryExpr],
+      take: BinaryExpr,
       child: [Eql, Neq, Lte, Lss, Gte, Gtr],
       expectedResult: true,
     },
@@ -118,7 +54,7 @@ describe('containsAtLeastOneChild test', () => {
       title: 'should not find a node in the given list',
       expr: '1 > 2',
       pos: 0,
-      walkThrough: [Expr, BinaryExpr],
+      take: BinaryExpr,
       child: [Mul, Div, Mod, Add, Sub],
       expectedResult: false,
     },
@@ -127,7 +63,7 @@ describe('containsAtLeastOneChild test', () => {
     it(value.title, () => {
       const state = createEditorState(value.expr);
       const subTree = syntaxTree(state).resolve(value.pos, -1);
-      const node = walkThrough(subTree, ...value.walkThrough);
+      const node = value.take == null ? subTree : subTree.getChild(value.take);
       expect(node).toBeTruthy();
       if (node) {
         expect(value.expectedResult).toEqual(containsAtLeastOneChild(node, ...value.child));
@@ -143,24 +79,25 @@ describe('containsChild test', () => {
       expr: 'metric_name / ignor',
       pos: 0,
       expectedResult: true,
-      walkThrough: [Expr, BinaryExpr],
-      child: [Expr, Expr],
+      walkThrough: [BinaryExpr],
+      child: ['Expr', 'Expr'],
     },
     {
       title: 'Should not find all child required',
       expr: 'sum(ra)',
       pos: 0,
       expectedResult: false,
-      walkThrough: [Expr, AggregateExpr, FunctionCallBody, FunctionCallArgs],
-      child: [Expr, Expr],
+      walkThrough: [AggregateExpr, FunctionCallBody],
+      child: ['Expr', 'Expr'],
     },
   ];
   testCases.forEach((value) => {
     it(value.title, () => {
       const state = createEditorState(value.expr);
-      const subTree = syntaxTree(state).resolve(value.pos, -1);
-      const node: SyntaxNode | null = walkThrough(subTree, ...value.walkThrough);
-
+      let node: SyntaxNode | null | undefined = syntaxTree(state).resolve(value.pos, -1);
+      for (const enter of value.walkThrough) {
+        node = node?.getChild(enter);
+      }
       expect(node).toBeTruthy();
       if (node) {
         expect(value.expectedResult).toEqual(containsChild(node, ...value.child));
@@ -169,17 +106,6 @@ describe('containsChild test', () => {
   });
 });
 
-describe('retrieveAllRecursiveNodes test', () => {
-  it('should find every occurrence', () => {
-    const state = createEditorState('rate(1,2,3)');
-    const tree = syntaxTree(state).topNode.firstChild;
-    expect(tree).toBeTruthy();
-    if (tree) {
-      expect(3).toEqual(retrieveAllRecursiveNodes(walkThrough(tree, FunctionCall, FunctionCallBody), FunctionCallArgs, Expr).length);
-    }
-  });
-});
-
 describe('walkbackward test', () => {
   const testCases = [
     {
diff --git a/web/ui/module/codemirror-promql/src/parser/vector.test.ts b/web/ui/module/codemirror-promql/src/parser/vector.test.ts
index c4f2a8f03ab..f6282065387 100644
--- a/web/ui/module/codemirror-promql/src/parser/vector.test.ts
+++ b/web/ui/module/codemirror-promql/src/parser/vector.test.ts
@@ -13,8 +13,7 @@
 
 import { buildVectorMatching } from './vector';
 import { createEditorState } from '../test/utils-test';
-import { walkThrough } from './path-finder';
-import { BinaryExpr, Expr } from '@prometheus-io/lezer-promql';
+import { BinaryExpr } from '@prometheus-io/lezer-promql';
 import { syntaxTree } from '@codemirror/language';
 import { VectorMatchCardinality } from '../types';
 
@@ -201,7 +200,7 @@ describe('buildVectorMatching test', () => {
   testCases.forEach((value) => {
     it(value.binaryExpr, () => {
       const state = createEditorState(value.binaryExpr);
-      const node = walkThrough(syntaxTree(state).topNode, Expr, BinaryExpr);
+      const node = syntaxTree(state).topNode.getChild(BinaryExpr);
       expect(node).toBeTruthy();
       if (node) {
         expect(value.expectedVectorMatching).toEqual(buildVectorMatching(state, node));
diff --git a/web/ui/module/lezer-promql/test/expression.txt b/web/ui/module/lezer-promql/test/expression.txt
index a4dfcd9ce36..2e2b2f40bc1 100644
--- a/web/ui/module/lezer-promql/test/expression.txt
+++ b/web/ui/module/lezer-promql/test/expression.txt
@@ -4,7 +4,7 @@
 
 ==>
 
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Double-quoted string literal
 
@@ -12,7 +12,7 @@ PromQL(Expr(NumberLiteral))
 
 ==>
 
-PromQL(Expr(StringLiteral))
+PromQL(StringLiteral)
 
 # Single-quoted string literal
 
@@ -20,7 +20,7 @@ PromQL(Expr(StringLiteral))
 
 ==>
 
-PromQL(Expr(StringLiteral))
+PromQL(StringLiteral)
 
 # Backtick-quoted string literal
 
@@ -28,7 +28,7 @@ PromQL(Expr(StringLiteral))
 
 ==>
 
-PromQL(Expr(StringLiteral))
+PromQL(StringLiteral)
 
 # Backtick-quoted multi-line string literal
 
@@ -38,7 +38,7 @@ string`
 
 ==>
 
-PromQL(Expr(StringLiteral))
+PromQL(StringLiteral)
 
 # Addition
 
@@ -46,7 +46,7 @@ PromQL(Expr(StringLiteral))
 
 ==>
 
-PromQL(Expr(BinaryExpr(Expr(NumberLiteral), Add, BinModifiers, Expr(NumberLiteral))))
+PromQL(BinaryExpr(NumberLiteral, Add, NumberLiteral))
 
 # Complex expression
 
@@ -55,101 +55,61 @@ sum by(job, mode) (rate(node_cpu_seconds_total[1m])) / on(job) group_left sum by
 ==>
 
 PromQL(
-  Expr(
     BinaryExpr(
-      Expr(
         AggregateExpr(
           AggregateOp(Sum),
           AggregateModifier(
             By,
             GroupingLabels(
-              GroupingLabelList(
-                GroupingLabelList(
-                  GroupingLabel(LabelName)
-                ),
-                GroupingLabel(LabelName)
-              )
+                LabelName,
+                LabelName
             )
           ),
           FunctionCallBody(
-            FunctionCallArgs(
-              Expr(
                 FunctionCall(
                   FunctionIdentifier(Rate),
                   FunctionCallBody(
-                    FunctionCallArgs(
-                      Expr(
                         MatrixSelector(
-                          Expr(
                             VectorSelector(
-                              MetricIdentifier(
                                 Identifier
-                              )
-                            )
-                          ),
+                            ),
                           Duration
                         )
-                      )
-                    )
                   )
                 )
-              )
-            )
           )
-        )
       ),
       Div,
-      BinModifiers(
-        OnOrIgnoring(
+        MatchingModifierClause(
           On,
           GroupingLabels(
-            GroupingLabelList(
-              GroupingLabel(LabelName)
-            )
+              LabelName
           )
+          GroupLeft
         ),
-        GroupLeft
-      ),
-      Expr(
         AggregateExpr(
           AggregateOp(Sum),
           AggregateModifier(
             By,
             GroupingLabels(
-              GroupingLabelList(
-                GroupingLabel(LabelName)
-              )
+                LabelName
             )
           ),
           FunctionCallBody(
-            FunctionCallArgs(
-              Expr(
                 FunctionCall(
                   FunctionIdentifier(Rate),
                   FunctionCallBody(
-                    FunctionCallArgs(
-                      Expr(
                         MatrixSelector(
-                          Expr(
                             VectorSelector(
-                              MetricIdentifier(
                                 Identifier
-                              )
-                            )
-                          ),
+                            ),
                           Duration
-                        )
                       )
-                    )
                   )
-                )
               )
-            )
           )
         )
-      )
     )
-  )
 )
 
 # Case insensitivity for aggregations and binop modifiers.
@@ -159,66 +119,42 @@ SuM BY(testlabel1) (testmetric1) / IGNOring(testlabel2) AVG withOUT(testlabel3)
 ==>
 
 PromQL(
-  Expr(
     BinaryExpr(
-      Expr(
         AggregateExpr(
           AggregateOp(Sum),
           AggregateModifier(
             By,
             GroupingLabels(
-              GroupingLabelList(
-                GroupingLabel(LabelName)
-              )
+                LabelName
             )
           ),
           FunctionCallBody(
-            FunctionCallArgs(
-              Expr(
                 VectorSelector(
-                  MetricIdentifier(Identifier)
+                  Identifier
                 )
-              )
-            )
           )
-        )
-      ),
+        ),
       Div,
-      BinModifiers(
-        OnOrIgnoring(
+        MatchingModifierClause(
           Ignoring,
           GroupingLabels(
-            GroupingLabelList(
-              GroupingLabel(LabelName)
-            )
+              LabelName
           )
-        )
-      ),
-      Expr(
+        ),
         AggregateExpr(
           AggregateOp(Avg),
           AggregateModifier(
             Without,
             GroupingLabels(
-              GroupingLabelList(
-                GroupingLabel(LabelName)
-              )
+                LabelName
             )
           ),
           FunctionCallBody(
-            FunctionCallArgs(
-              Expr(
                 VectorSelector(
-                  MetricIdentifier(
                     Identifier
-                  )
                 )
-              )
-            )
           )
-        )
       )
-    )
   )
 )
 
@@ -229,85 +165,40 @@ metric1 and metric2 AND metric3 unless metric4 UNLESS metric5 or metric6 OR metr
 ==>
 
 PromQL(
-  Expr(
+  BinaryExpr(
     BinaryExpr(
-      Expr(
+      BinaryExpr(
         BinaryExpr(
-          Expr(
+          BinaryExpr(
             BinaryExpr(
-              Expr(
-                BinaryExpr(
-                  Expr(
-                    BinaryExpr(
-                      Expr(
-                        BinaryExpr(
-                          Expr(
-                            VectorSelector(
-                              MetricIdentifier(Identifier)
-                            )
-                          ),
-                          And,
-                          BinModifiers,
-                          Expr(
-                            VectorSelector(
-                              MetricIdentifier(Identifier)
-                            )
-                          )
-                        )
-                      ),
-                      And,
-                      BinModifiers,
-                      Expr(
-                        VectorSelector(
-                          MetricIdentifier(Identifier)
-                        )
-                      )
-                    )
-                  ),
-                  Unless,
-                  BinModifiers,
-                  Expr(
-                    VectorSelector(
-                      MetricIdentifier(Identifier)
-                    )
-                  )
-                )
-              ),
-              Unless,
-              BinModifiers,
-              Expr(
-                VectorSelector(
-                  MetricIdentifier(Identifier)
-                )
-              )
-            )
+              VectorSelector(Identifier),
+              And,
+              VectorSelector(Identifier)
+            ),
+            And,
+            VectorSelector(Identifier)
           ),
-          Or,
-          BinModifiers,
-          Expr(
-            VectorSelector(
-              MetricIdentifier(Identifier)
-            )
-          )
-        )
+          Unless,
+          VectorSelector(Identifier)
+        ),
+        Unless,
+        VectorSelector(Identifier)
       ),
       Or,
-      BinModifiers,
-      Expr(
-        VectorSelector(
-          MetricIdentifier(Identifier)
-        )
-      )
-    )
+      VectorSelector(Identifier)
+    ),
+    Or,
+    VectorSelector(Identifier)
   )
 )
+
 # Duration units
 
 foo[1y2w3d4h5m6s7ms]
 
 ==>
 
-PromQL(Expr(MatrixSelector(Expr(VectorSelector(MetricIdentifier(Identifier))),Duration)))
+PromQL(MatrixSelector(VectorSelector(Identifier),Duration))
 
 # Incorrectly ordered duration units
 
@@ -315,7 +206,7 @@ foo[1m2h]
 
 ==>
 
-PromQL(Expr(SubqueryExpr(Expr(VectorSelector(MetricIdentifier(Identifier))),Duration,⚠,Duration)))
+PromQL(SubqueryExpr(VectorSelector(Identifier),Duration,⚠,Duration))
 
 # Using a function name as a metric name
 
@@ -323,7 +214,7 @@ rate
 
 ==>
 
-PromQL(Expr(VectorSelector(MetricIdentifier(Identifier))))
+PromQL(VectorSelector(Identifier))
 
 # Match operators
 
@@ -332,41 +223,31 @@ metric_name{a="1",b!="2",c=~"3",d!~"4"}
 ==>
 
 PromQL(
-  Expr(
     VectorSelector(
-      MetricIdentifier(Identifier),
+      Identifier,
       LabelMatchers(
-        LabelMatchList(
-          LabelMatchList(
-            LabelMatchList(
-              LabelMatchList(
-                LabelMatcher(
-                  LabelName,
-                  MatchOp(EqlSingle),
-                  StringLiteral
-                )
-              ),
-              LabelMatcher(
-                LabelName,
-                MatchOp(Neq),
-                StringLiteral
-              )
-            ),
-            LabelMatcher(
-              LabelName,
-              MatchOp(EqlRegex),
-              StringLiteral
-            )
-          ),
-          LabelMatcher(
-            LabelName,
-            MatchOp(NeqRegex),
-            StringLiteral
-          )
+        LabelMatcher(
+          LabelName,
+          MatchOp(EqlSingle),
+          StringLiteral
+        ),
+        LabelMatcher(
+          LabelName,
+          MatchOp(Neq),
+          StringLiteral
         ),
+        LabelMatcher(
+          LabelName,
+          MatchOp(EqlRegex),
+          StringLiteral
+        ),
+        LabelMatcher(
+          LabelName,
+          MatchOp(NeqRegex),
+          StringLiteral
+        )
       )
     )
-  )
 )
 
 # Binary expression with bool modifier
@@ -376,18 +257,14 @@ metric_name > bool 1
 ==>
 
 PromQL(
-  Expr(
     BinaryExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(Identifier)
-        )
-      ),
+          Identifier
+        ),
       Gtr,
-      BinModifiers(Bool),
-      Expr(NumberLiteral)
+      BoolModifier(Bool),
+      NumberLiteral
     )
-  )
 )
 
 # Binary expression with group_x() labels.
@@ -397,41 +274,25 @@ metric1 + on(foo) group_left(bar, baz) metric2
 ==>
 
 PromQL(
-  Expr(
     BinaryExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(Identifier)
-        )
-      ),
+          Identifier
+        ),
       Add,
-      BinModifiers(
-        OnOrIgnoring(
+        MatchingModifierClause(
           On,
           GroupingLabels(
-            GroupingLabelList(
-              GroupingLabel(LabelName)
-            )
+              LabelName
           )
-        ),
-        GroupLeft,
-        GroupingLabels(
-          GroupingLabelList(
-            GroupingLabelList(
-              GroupingLabel(LabelName)
-            ),
-            GroupingLabel(LabelName)
+          GroupLeft,
+          GroupingLabels(
+            LabelName,
+            LabelName
           )
-        )
-      ),
-      Expr(
+        ),
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
         )
-      )
-    )
   )
 )
 
@@ -441,27 +302,17 @@ last_over_time(data[1m])
 
 ==>
 PromQL(
-  Expr(
     FunctionCall(
       FunctionIdentifier(LastOverTime),
       FunctionCallBody(
-        FunctionCallArgs(
-          Expr(
             MatrixSelector(
-              Expr(
                 VectorSelector(
-                  MetricIdentifier(
                     Identifier
-                  )
-                )
-              ),
+                ),
               Duration
             )
-          )
-        )
       )
     )
-  )
 )
 
 # Function sgn
@@ -470,21 +321,13 @@ sgn(data)
 
 ==>
 PromQL(
-  Expr(
     FunctionCall(
       FunctionIdentifier(Sgn),
       FunctionCallBody(
-        FunctionCallArgs(
-          Expr(
             VectorSelector(
-              MetricIdentifier(
                 Identifier
-              )
             )
-          )
-        )
       )
-    )
   )
 )
 
@@ -494,28 +337,14 @@ clamp(data,0,1)
 
 ==>
 PromQL(
-  Expr(
     FunctionCall(
       FunctionIdentifier(Clamp),
       FunctionCallBody(
-        FunctionCallArgs(
-          FunctionCallArgs(
-            FunctionCallArgs(
-              Expr(
-                VectorSelector(
-                  MetricIdentifier(
-                    Identifier
-                  )
-                )
-              )
-            ),
-            Expr(NumberLiteral)
-          ),
-          Expr(NumberLiteral)
-        )
+        VectorSelector(Identifier),
+        NumberLiteral,
+        NumberLiteral
       )
     )
-  )
 )
 
 # Metric start
@@ -523,14 +352,14 @@ PromQL(
 start
 
 ==>
-PromQL(Expr(VectorSelector(MetricIdentifier(Identifier))))
+PromQL(VectorSelector(Identifier))
 
 # Metric end
 
 end
 
 ==>
-PromQL(Expr(VectorSelector(MetricIdentifier(Identifier))))
+PromQL(VectorSelector(Identifier))
 
 # Simple At start
 
@@ -538,19 +367,13 @@ foo @ start()
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       AtModifierPreprocessors(Start),
     )
-  )
 )
 
 # Simple At end
@@ -559,19 +382,13 @@ foo @ end()
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       AtModifierPreprocessors(End),
     )
-  )
 )
 
 # Simple At number
@@ -580,18 +397,12 @@ foo @ 1234
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       NumberLiteral
-    )
   )
 )
 
@@ -601,19 +412,13 @@ foo @ start(                 )
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       AtModifierPreprocessors(Start),
     )
-  )
 )
 
 # Complex test with At modifier
@@ -624,60 +429,34 @@ topk(7, rate(process_cpu_seconds_total[1h] @ 1234))
 
 ==>
 PromQL(
-  Expr(
     BinaryExpr(
-      Expr(
         FunctionCall(
           FunctionIdentifier(Rate),
           FunctionCallBody(
-            FunctionCallArgs(
-              Expr(
                 MatrixSelector(
-                  Expr(VectorSelector(MetricIdentifier(Identifier))),
+                  VectorSelector(Identifier),
                   Duration
                 )
-              )
-            )
           )
-        )
-      ),
+        ),
       And,
-      BinModifiers,
-      Expr(
         AggregateExpr(
           AggregateOp(Topk),
           FunctionCallBody(
-            FunctionCallArgs(
-              FunctionCallArgs(Expr(NumberLiteral)),
-              Expr(
-                FunctionCall(
-                  FunctionIdentifier(Rate),
-                  FunctionCallBody(
-                    FunctionCallArgs(
-                      Expr(
-                        StepInvariantExpr(
-                          Expr(
-                            MatrixSelector(
-                              Expr(
-                                VectorSelector(MetricIdentifier(Identifier))
-                              ),
-                              Duration
-                            )
-                          ),
-                          At,
-                          NumberLiteral
-                        )
-                      )
-                    )
-                  )
+            NumberLiteral,
+            FunctionCall(
+              FunctionIdentifier(Rate),
+              FunctionCallBody(
+                StepInvariantExpr(
+                  MatrixSelector(VectorSelector(Identifier), Duration),
+                  At,
+                  NumberLiteral
                 )
               )
             )
           )
         )
-      )
     )
-  )
 )
 
 # At modifier with negative number
@@ -686,19 +465,13 @@ foo @ - 1234
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       NumberLiteral
     )
-  )
 )
 
 # At modifier with explicit positive number
@@ -707,19 +480,13 @@ foo @ + 1234
 
 ==>
 PromQL(
-  Expr(
     StepInvariantExpr(
-      Expr(
         VectorSelector(
-          MetricIdentifier(
             Identifier
-          )
-        )
-      )
+        ),
       At,
       NumberLiteral
     )
-  )
 )
 
 # Metric prefixed by Inf
@@ -727,123 +494,123 @@ PromQL(
 infra
 
 ==>
-PromQL(Expr(VectorSelector(MetricIdentifier(Identifier))))
+PromQL(VectorSelector(Identifier))
 
 # Metric prefixed by Nan
 
 nananere
 
 ==>
-PromQL(Expr(VectorSelector(MetricIdentifier(Identifier))))
+PromQL(VectorSelector(Identifier))
 
 # Mixed-case NaN.
 
 NaN
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Lower-cased NaN.
 
 nan
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Inf.
 
 Inf
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Negative Inf.
 
 -Inf
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Positive Inf.
 
 +Inf
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Lower-cased Inf.
 
 inf
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Upper-cased Inf.
 
 INF
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Negative number literal.
 
 -42
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Explicitly positive number literal.
 
 +42
 
 ==>
-PromQL(Expr(NumberLiteral))
+PromQL(NumberLiteral)
 
 # Trying to illegally use NaN as a metric name.
 
 NaN{foo="bar"}
 
 ==>
-PromQL(Expr(BinaryExpr(Expr(NumberLiteral),⚠,BinModifiers,Expr(VectorSelector(LabelMatchers(LabelMatchList(LabelMatcher(LabelName,MatchOp(EqlSingle),StringLiteral))))))))
+PromQL(BinaryExpr(NumberLiteral,⚠,VectorSelector(LabelMatchers(LabelMatcher(LabelName,MatchOp(EqlSingle),StringLiteral)))))
 
 # Trying to illegally use Inf as a metric name.
 
 Inf{foo="bar"}
 
 ==>
-PromQL(Expr(BinaryExpr(Expr(NumberLiteral),⚠,BinModifiers,Expr(VectorSelector(LabelMatchers(LabelMatchList(LabelMatcher(LabelName,MatchOp(EqlSingle),StringLiteral))))))))
+PromQL(BinaryExpr(NumberLiteral,⚠,VectorSelector(LabelMatchers(LabelMatcher(LabelName,MatchOp(EqlSingle),StringLiteral)))))
 
 # Negative offset
 
 foo offset -5d
 
 ==>
-PromQL(Expr(OffsetExpr(Expr(VectorSelector(MetricIdentifier(Identifier))), Offset, Sub, Duration)))
+PromQL(OffsetExpr(VectorSelector(Identifier), Offset, Sub, Duration))
 
 # Negative offset with space
 
 foo offset - 5d
 
 ==>
-PromQL(Expr(OffsetExpr(Expr(VectorSelector(MetricIdentifier(Identifier))), Offset, Sub, Duration)))
+PromQL(OffsetExpr(VectorSelector(Identifier), Offset, Sub, Duration))
 
 # Positive offset
 
 foo offset 5d
 
 ==>
-PromQL(Expr(OffsetExpr(Expr(VectorSelector(MetricIdentifier(Identifier))), Offset, Duration)))
+PromQL(OffsetExpr(VectorSelector(Identifier), Offset, Duration))
 
 # Parsing only metric names with alternative @top { "top": "MetricName" }
 
 sum:my_metric_name:rate5m
 
 ==>
-MetricName(MetricIdentifier(Identifier))
+MetricName(Identifier)
 
 # Testing Atan2 inherited precedence level
 
 1 + foo atan2 bar
 
 ==>
-PromQL(Expr(BinaryExpr(Expr(NumberLiteral),Add,BinModifiers,Expr(BinaryExpr(Expr(VectorSelector(MetricIdentifier(Identifier))),Atan2,BinModifiers,Expr(VectorSelector(MetricIdentifier(Identifier))))))))
\ No newline at end of file
+PromQL(BinaryExpr(NumberLiteral,Add,BinaryExpr(VectorSelector(Identifier),Atan2,VectorSelector(Identifier))))
diff --git a/web/ui/react-app/src/pages/graph/SeriesName.test.tsx b/web/ui/react-app/src/pages/graph/SeriesName.test.tsx
index f75cf9603da..bd271d5a909 100755
--- a/web/ui/react-app/src/pages/graph/SeriesName.test.tsx
+++ b/web/ui/react-app/src/pages/graph/SeriesName.test.tsx
@@ -1,5 +1,5 @@
 import * as React from 'react';
-import { shallow } from 'enzyme';
+import { shallow, ShallowWrapper } from 'enzyme';
 import SeriesName from './SeriesName';
 
 describe('SeriesName', () => {
@@ -51,26 +51,36 @@ describe('SeriesName', () => {
         { name: 'label3', value: 'value_3', className: 'legend-label-name' },
         { name: '}', className: 'legend-label-brace' },
       ];
+
+      const testLabelContainerElement = (text: string, expectedText: string, container: ShallowWrapper) => {
+        expect(text).toEqual(expectedText);
+        expect(container.prop('className')).toEqual('legend-label-container');
+        expect(container.childAt(0).prop('className')).toEqual('legend-label-name');
+        expect(container.childAt(2).prop('className')).toEqual('legend-label-value');
+      };
+
       testCases.forEach((tc, i) => {
         const child = seriesName.childAt(i);
+        const firstChildElement = child.childAt(0);
+        const firstChildElementClass = firstChildElement.prop('className');
         const text = child
           .children()
           .map((ch) => ch.text())
           .join('');
         switch (child.children().length) {
           case 1:
-            expect(text).toEqual(tc.name);
-            expect(child.prop('className')).toEqual(tc.className);
-            break;
-          case 3:
-            expect(text).toEqual(`${tc.name}="${tc.value}"`);
-            expect(child.childAt(0).prop('className')).toEqual('legend-label-name');
-            expect(child.childAt(2).prop('className')).toEqual('legend-label-value');
+            switch (firstChildElementClass) {
+              case 'legend-label-container':
+                testLabelContainerElement(text, `${tc.name}="${tc.value}"`, firstChildElement);
+                break;
+              default:
+                expect(text).toEqual(tc.name);
+                expect(child.prop('className')).toEqual(tc.className);
+            }
             break;
-          case 4:
-            expect(text).toEqual(`, ${tc.name}="${tc.value}"`);
-            expect(child.childAt(1).prop('className')).toEqual('legend-label-name');
-            expect(child.childAt(3).prop('className')).toEqual('legend-label-value');
+          case 2:
+            const container = child.childAt(1);
+            testLabelContainerElement(text, `, ${tc.name}="${tc.value}"`, container);
             break;
           default:
             fail('incorrect number of children: ' + child.children().length);
diff --git a/web/web_test.go b/web/web_test.go
index 65935079c16..7da06a30601 100644
--- a/web/web_test.go
+++ b/web/web_test.go
@@ -126,6 +126,11 @@ func TestReadyAndHealthy(t *testing.T) {
 	require.Equal(t, http.StatusOK, resp.StatusCode)
 	cleanupTestResponse(t, resp)
 
+	resp, err = http.Head(baseURL + "/-/healthy")
+	require.NoError(t, err)
+	require.Equal(t, http.StatusOK, resp.StatusCode)
+	cleanupTestResponse(t, resp)
+
 	for _, u := range []string{
 		baseURL + "/-/ready",
 	} {
@@ -133,6 +138,11 @@ func TestReadyAndHealthy(t *testing.T) {
 		require.NoError(t, err)
 		require.Equal(t, http.StatusServiceUnavailable, resp.StatusCode)
 		cleanupTestResponse(t, resp)
+
+		resp, err = http.Head(u)
+		require.NoError(t, err)
+		require.Equal(t, http.StatusServiceUnavailable, resp.StatusCode)
+		cleanupTestResponse(t, resp)
 	}
 
 	resp, err = http.Post(baseURL+"/api/v1/admin/tsdb/snapshot", "", strings.NewReader(""))
@@ -156,6 +166,11 @@ func TestReadyAndHealthy(t *testing.T) {
 		require.NoError(t, err)
 		require.Equal(t, http.StatusOK, resp.StatusCode)
 		cleanupTestResponse(t, resp)
+
+		resp, err = http.Head(u)
+		require.NoError(t, err)
+		require.Equal(t, http.StatusOK, resp.StatusCode)
+		cleanupTestResponse(t, resp)
 	}
 
 	resp, err = http.Post(baseURL+"/api/v1/admin/tsdb/snapshot", "", strings.NewReader(""))