Merge pull request #475 from tangming1996/bugfix/workflow

update workfow actions from v2 to v4

.github/workflows/main.yaml

@@ -9,7 +9,7 @@ on:
 
 jobs:
   verify-and-lint:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: Verify codegen/vendor/licenses, do lint
     env:
       GOPATH: ${{ github.workspace }}
@@ -19,17 +19,17 @@ jobs:
 
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
           path: ${{ env.CODE_DIR }}
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
@@ -51,36 +51,36 @@ jobs:
         working-directory: ${{ env.CODE_DIR }}
 
   build:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: build gm and lc
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
       - run: make build  # without verify
 
   basic_test:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: 'Unit test, integration test edge (noop now)'
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
@@ -89,34 +89,33 @@ jobs:
         run: ': to be added'
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
       - run: ': to be added'
 
   e2e_test:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: 'E2e test'
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
 
       - name: Install dependences
         run: |
-          # since this ubuntu-latest os has already kind/kubectl/jq(see https://github.com/actions/virtual-environments/blob/main/images/linux/Ubuntu2004-README.md),
-          # this just makes it sure
-          type kind || {
-            sudo apt-get install -y jq
-            go get sigs.k8s.io/kind@$(curl -s https://api.github.com/repos/kubernetes-sigs/kind/releases/latest | jq -r .tag_name)
-          }
+          # since this ubuntu-latest os has already kind/kubectl/jq(see https://github.com/actions/runner-images/blob/main/images/linux/Ubuntu2004-Readme.md),
+          # but kind v0.19.0 has different api with v0.18.0, so here to reinstall kind v0.18.0
+          sudo apt-get install -y jq
+          go install sigs.k8s.io/kind@$(curl -s https://api.github.com/repos/kubernetes-sigs/kind/releases/97518847 | jq -r .tag_name)
+          kind version
           type kubectl || {
             curl -LO https://storage.googleapis.com/kubernetes-release/release/$(curl -s https://storage.googleapis.com/kubernetes-release/release/stable.txt)/bin/linux/amd64/kubectl
             chmod +x ./kubectl
@@ -125,49 +124,49 @@ jobs:
 
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
       - run: make e2e
 
   docker_build:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: docker image build for gm/lc
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
       - run: make images
 
   docker_cross_build:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     name: docker cross build images for gm/lc/kb
     steps:
       - name: Install Go
-        uses: actions/setup-go@v2
+        uses: actions/setup-go@v4
         with:
-          go-version: 1.16.x
+          go-version: 1.22.9
 
-      - uses: actions/cache@v2
+      - uses: actions/cache@v4
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           fetch-depth: 0
 

.gitignore

@@ -4,6 +4,7 @@
 *.dll
 *.so
 *.dylib
+*.DS_Store
 
 # Test binary, built with `go test -c`
 *.test
@@ -28,3 +29,8 @@ __pycache__/
 
 # go build output
 /_output
+
+# AI model files
+*.pth
+*.model
+*.pkl

.golangci.yml

@@ -12,21 +12,49 @@ run:
   # exit code when at least one issue was found, default is 1
   issues-exit-code: 1
 
-  # which dirs to skip: issues from them won't be reported;
-  # can use regexp here: generated.*, regexp is applied on full path;
-  # default value is empty list, but default dirs are skipped independently
-  # from this option's value (see skip-dirs-use-default).
-  # "/" will be replaced by current OS file path separator to properly work
-  # on Windows.
-  skip-dirs:
+issues:
+  # Which dirs to exclude: issues from them won't be reported.
+  # Can use regexp here: `generated.*`, regexp is applied on full path,
+  # including the path prefix if one is set.
+  # Default dirs are skipped independently of this option's value (see exclude-dirs-use-default).
+  # "/" will be replaced by current OS file path separator to properly work on Windows.
+  # Default: []
+  exclude-dirs:
     - vendor
     - fake
     - externalversions
+  exclude-dirs-use-default: true
 
 # output configuration options
 output:
-  # colored-line-number|line-number|json|tab|checkstyle|code-climate, default is "colored-line-number"
-  format: colored-line-number
+  # The formats used to render issues.
+  # Formats:
+  # - `colored-line-number`
+  # - `line-number`
+  # - `json`
+  # - `colored-tab`
+  # - `tab`
+  # - `html`
+  # - `checkstyle`
+  # - `code-climate`
+  # - `junit-xml`
+  # - `junit-xml-extended`
+  # - `github-actions`
+  # - `teamcity`
+  # - `sarif`
+  # Output path can be either `stdout`, `stderr` or path to the file to write to.
+  #
+  # For the CLI flag (`--out-format`), multiple formats can be specified by separating them by comma.
+  # The output can be specified for each of them by separating format name and path by colon symbol.
+  # Example: "--out-format=checkstyle:report.xml,json:stdout,colored-line-number"
+  # The CLI flag (`--out-format`) override the configuration file.
+  #
+  # Default:
+  #   formats:
+  #     - format: colored-line-number
+  #       path: stdout
+  formats:
+    - format: colored-line-number
 
   # print lines of code with issue, default is true
   print-issued-lines: true
@@ -41,13 +69,21 @@ linters-settings:
   misspell:
     ignore-words:
       - mosquitto
+  revive:
+    rules:
+      - name: unused-parameter
+        severity: warning
+        disabled: true
+      - name: unused-receiver
+        severity: warning
+        disabled: true
 
 linters:
   disable-all: true
   enable:
     - goconst
     - gofmt
-    - golint
+    - revive
     - gosimple
     - govet
     - misspell

CODE_OF_CONDUCT.md

@@ -1,5 +1,3 @@
 # KubeEdge Community Code of Conduct
 
-KubeEdge follows the [CNCF Code of Conduct](https://github.com/cncf/foundation/blob/master/code-of-conduct.md).
-
-Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the project team at kubeedge@gmail.com.
+Please refer to our [KubeEdge Community Code of Conduct](https://github.com/kubeedge/community/blob/master/CODE_OF_CONDUCT.md)

LICENSES/vendor/github.com/PuerkitoBio/purell/LICENSE

@@ -1,16 +0,0 @@
-= vendor/github.com/PuerkitoBio/purell licensed under: =
-
-Copyright (c) 2012, Martin Angers
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
-
-* Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
-
-* Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
-
-* Neither the name of the author nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-= vendor/github.com/PuerkitoBio/purell/LICENSE fb8b39492731abb9a3d68575f3eedbfa

LICENSES/vendor/github.com/beorn7/perks/LICENSE

@@ -0,0 +1,24 @@
+= vendor/github.com/beorn7/perks licensed under: =
+
+Copyright (C) 2013 Blake Mizerany
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+= vendor/github.com/beorn7/perks/LICENSE 0d0738f37ee8dc0b5f88a32e83c60198

LICENSES/vendor/github.com/blang/semver/v4/LICENSE

@@ -1,6 +1,8 @@
-= vendor/go.uber.org/zap licensed under: =
+= vendor/github.com/blang/semver/v4 licensed under: =
 
-Copyright (c) 2016-2017 Uber Technologies, Inc.
+The MIT License
+
+Copyright (c) 2014 Benedikt Lang <github at benediktlang.de>
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -20,4 +22,5 @@ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-= vendor/go.uber.org/zap/LICENSE.txt 5e8153e456a82529ea845e0d511abb69
+
+= vendor/github.com/blang/semver/v4/LICENSE 5a3ade42a900439691ebc22013660cae

LICENSES/vendor/github.com/cespare/xxhash/v2/LICENSE

@@ -0,0 +1,26 @@
+= vendor/github.com/cespare/xxhash/v2 licensed under: =
+
+Copyright (c) 2016 Caleb Spare
+
+MIT License
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+= vendor/github.com/cespare/xxhash/v2/LICENSE.txt 802da049c92a99b4387d3f3d91b00fa9

LICENSES/vendor/github.com/emicklei/go-restful/v3/LICENSE

@@ -22,4 +22,4 @@ NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
 LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
 OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
 WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-= vendor/github.com/emicklei/go-restful/LICENSE 2ebc1c12a0f4eae5394522e31961e1de
+= vendor/github.com/emicklei/go-restful/v3/LICENSE 2ebc1c12a0f4eae5394522e31961e1de

LICENSES/vendor/github.com/google/gnostic-models/LICENSE

@@ -1,4 +1,4 @@
-= vendor/github.com/googleapis/gnostic licensed under: =
+= vendor/github.com/google/gnostic-models licensed under: =
 
 
                                  Apache License
@@ -204,4 +204,4 @@
    limitations under the License.
 
 
-= vendor/github.com/googleapis/gnostic/LICENSE b1e01b26bacfc2232046c90a330332b3
+= vendor/github.com/google/gnostic-models/LICENSE b1e01b26bacfc2232046c90a330332b3

LICENSES/vendor/github.com/hashicorp/golang-lru/LICENSE

@@ -1,366 +0,0 @@
-= vendor/github.com/hashicorp/golang-lru licensed under: =
-
-Mozilla Public License, version 2.0
-
-1. Definitions
-
-1.1. "Contributor"
-
-     means each individual or legal entity that creates, contributes to the
-     creation of, or owns Covered Software.
-
-1.2. "Contributor Version"
-
-     means the combination of the Contributions of others (if any) used by a
-     Contributor and that particular Contributor's Contribution.
-
-1.3. "Contribution"
-
-     means Covered Software of a particular Contributor.
-
-1.4. "Covered Software"
-
-     means Source Code Form to which the initial Contributor has attached the
-     notice in Exhibit A, the Executable Form of such Source Code Form, and
-     Modifications of such Source Code Form, in each case including portions
-     thereof.
-
-1.5. "Incompatible With Secondary Licenses"
-     means
-
-     a. that the initial Contributor has attached the notice described in
-        Exhibit B to the Covered Software; or
-
-     b. that the Covered Software was made available under the terms of
-        version 1.1 or earlier of the License, but not also under the terms of
-        a Secondary License.
-
-1.6. "Executable Form"
-
-     means any form of the work other than Source Code Form.
-
-1.7. "Larger Work"
-
-     means a work that combines Covered Software with other material, in a
-     separate file or files, that is not Covered Software.
-
-1.8. "License"
-
-     means this document.
-
-1.9. "Licensable"
-
-     means having the right to grant, to the maximum extent possible, whether
-     at the time of the initial grant or subsequently, any and all of the
-     rights conveyed by this License.
-
-1.10. "Modifications"
-
-     means any of the following:
-
-     a. any file in Source Code Form that results from an addition to,
-        deletion from, or modification of the contents of Covered Software; or
-
-     b. any new file in Source Code Form that contains any Covered Software.
-
-1.11. "Patent Claims" of a Contributor
-
-      means any patent claim(s), including without limitation, method,
-      process, and apparatus claims, in any patent Licensable by such
-      Contributor that would be infringed, but for the grant of the License,
-      by the making, using, selling, offering for sale, having made, import,
-      or transfer of either its Contributions or its Contributor Version.
-
-1.12. "Secondary License"
-
-      means either the GNU General Public License, Version 2.0, the GNU Lesser
-      General Public License, Version 2.1, the GNU Affero General Public
-      License, Version 3.0, or any later versions of those licenses.
-
-1.13. "Source Code Form"
-
-      means the form of the work preferred for making modifications.
-
-1.14. "You" (or "Your")
-
-      means an individual or a legal entity exercising rights under this
-      License. For legal entities, "You" includes any entity that controls, is
-      controlled by, or is under common control with You. For purposes of this
-      definition, "control" means (a) the power, direct or indirect, to cause
-      the direction or management of such entity, whether by contract or
-      otherwise, or (b) ownership of more than fifty percent (50%) of the
-      outstanding shares or beneficial ownership of such entity.
-
-
-2. License Grants and Conditions
-
-2.1. Grants
-
-     Each Contributor hereby grants You a world-wide, royalty-free,
-     non-exclusive license:
-
-     a. under intellectual property rights (other than patent or trademark)
-        Licensable by such Contributor to use, reproduce, make available,
-        modify, display, perform, distribute, and otherwise exploit its
-        Contributions, either on an unmodified basis, with Modifications, or
-        as part of a Larger Work; and
-
-     b. under Patent Claims of such Contributor to make, use, sell, offer for
-        sale, have made, import, and otherwise transfer either its
-        Contributions or its Contributor Version.
-
-2.2. Effective Date
-
-     The licenses granted in Section 2.1 with respect to any Contribution
-     become effective for each Contribution on the date the Contributor first
-     distributes such Contribution.
-
-2.3. Limitations on Grant Scope
-
-     The licenses granted in this Section 2 are the only rights granted under
-     this License. No additional rights or licenses will be implied from the
-     distribution or licensing of Covered Software under this License.
-     Notwithstanding Section 2.1(b) above, no patent license is granted by a
-     Contributor:
-
-     a. for any code that a Contributor has removed from Covered Software; or
-
-     b. for infringements caused by: (i) Your and any other third party's
-        modifications of Covered Software, or (ii) the combination of its
-        Contributions with other software (except as part of its Contributor
-        Version); or
-
-     c. under Patent Claims infringed by Covered Software in the absence of
-        its Contributions.
-
-     This License does not grant any rights in the trademarks, service marks,
-     or logos of any Contributor (except as may be necessary to comply with
-     the notice requirements in Section 3.4).
-
-2.4. Subsequent Licenses
-
-     No Contributor makes additional grants as a result of Your choice to
-     distribute the Covered Software under a subsequent version of this
-     License (see Section 10.2) or under the terms of a Secondary License (if
-     permitted under the terms of Section 3.3).
-
-2.5. Representation
-
-     Each Contributor represents that the Contributor believes its
-     Contributions are its original creation(s) or it has sufficient rights to
-     grant the rights to its Contributions conveyed by this License.
-
-2.6. Fair Use
-
-     This License is not intended to limit any rights You have under
-     applicable copyright doctrines of fair use, fair dealing, or other
-     equivalents.
-
-2.7. Conditions
-
-     Sections 3.1, 3.2, 3.3, and 3.4 are conditions of the licenses granted in
-     Section 2.1.
-
-
-3. Responsibilities
-
-3.1. Distribution of Source Form
-
-     All distribution of Covered Software in Source Code Form, including any
-     Modifications that You create or to which You contribute, must be under
-     the terms of this License. You must inform recipients that the Source
-     Code Form of the Covered Software is governed by the terms of this
-     License, and how they can obtain a copy of this License. You may not
-     attempt to alter or restrict the recipients' rights in the Source Code
-     Form.
-
-3.2. Distribution of Executable Form
-
-     If You distribute Covered Software in Executable Form then:
-
-     a. such Covered Software must also be made available in Source Code Form,
-        as described in Section 3.1, and You must inform recipients of the
-        Executable Form how they can obtain a copy of such Source Code Form by
-        reasonable means in a timely manner, at a charge no more than the cost
-        of distribution to the recipient; and
-
-     b. You may distribute such Executable Form under the terms of this
-        License, or sublicense it under different terms, provided that the
-        license for the Executable Form does not attempt to limit or alter the
-        recipients' rights in the Source Code Form under this License.
-
-3.3. Distribution of a Larger Work
-
-     You may create and distribute a Larger Work under terms of Your choice,
-     provided that You also comply with the requirements of this License for
-     the Covered Software. If the Larger Work is a combination of Covered
-     Software with a work governed by one or more Secondary Licenses, and the
-     Covered Software is not Incompatible With Secondary Licenses, this
-     License permits You to additionally distribute such Covered Software
-     under the terms of such Secondary License(s), so that the recipient of
-     the Larger Work may, at their option, further distribute the Covered
-     Software under the terms of either this License or such Secondary
-     License(s).
-
-3.4. Notices
-
-     You may not remove or alter the substance of any license notices
-     (including copyright notices, patent notices, disclaimers of warranty, or
-     limitations of liability) contained within the Source Code Form of the
-     Covered Software, except that You may alter any license notices to the
-     extent required to remedy known factual inaccuracies.
-
-3.5. Application of Additional Terms
-
-     You may choose to offer, and to charge a fee for, warranty, support,
-     indemnity or liability obligations to one or more recipients of Covered
-     Software. However, You may do so only on Your own behalf, and not on
-     behalf of any Contributor. You must make it absolutely clear that any
-     such warranty, support, indemnity, or liability obligation is offered by
-     You alone, and You hereby agree to indemnify every Contributor for any
-     liability incurred by such Contributor as a result of warranty, support,
-     indemnity or liability terms You offer. You may include additional
-     disclaimers of warranty and limitations of liability specific to any
-     jurisdiction.
-
-4. Inability to Comply Due to Statute or Regulation
-
-   If it is impossible for You to comply with any of the terms of this License
-   with respect to some or all of the Covered Software due to statute,
-   judicial order, or regulation then You must: (a) comply with the terms of
-   this License to the maximum extent possible; and (b) describe the
-   limitations and the code they affect. Such description must be placed in a
-   text file included with all distributions of the Covered Software under
-   this License. Except to the extent prohibited by statute or regulation,
-   such description must be sufficiently detailed for a recipient of ordinary
-   skill to be able to understand it.
-
-5. Termination
-
-5.1. The rights granted under this License will terminate automatically if You
-     fail to comply with any of its terms. However, if You become compliant,
-     then the rights granted under this License from a particular Contributor
-     are reinstated (a) provisionally, unless and until such Contributor
-     explicitly and finally terminates Your grants, and (b) on an ongoing
-     basis, if such Contributor fails to notify You of the non-compliance by
-     some reasonable means prior to 60 days after You have come back into
-     compliance. Moreover, Your grants from a particular Contributor are
-     reinstated on an ongoing basis if such Contributor notifies You of the
-     non-compliance by some reasonable means, this is the first time You have
-     received notice of non-compliance with this License from such
-     Contributor, and You become compliant prior to 30 days after Your receipt
-     of the notice.
-
-5.2. If You initiate litigation against any entity by asserting a patent
-     infringement claim (excluding declaratory judgment actions,
-     counter-claims, and cross-claims) alleging that a Contributor Version
-     directly or indirectly infringes any patent, then the rights granted to
-     You by any and all Contributors for the Covered Software under Section
-     2.1 of this License shall terminate.
-
-5.3. In the event of termination under Sections 5.1 or 5.2 above, all end user
-     license agreements (excluding distributors and resellers) which have been
-     validly granted by You or Your distributors under this License prior to
-     termination shall survive termination.
-
-6. Disclaimer of Warranty
-
-   Covered Software is provided under this License on an "as is" basis,
-   without warranty of any kind, either expressed, implied, or statutory,
-   including, without limitation, warranties that the Covered Software is free
-   of defects, merchantable, fit for a particular purpose or non-infringing.
-   The entire risk as to the quality and performance of the Covered Software
-   is with You. Should any Covered Software prove defective in any respect,
-   You (not any Contributor) assume the cost of any necessary servicing,
-   repair, or correction. This disclaimer of warranty constitutes an essential
-   part of this License. No use of  any Covered Software is authorized under
-   this License except under this disclaimer.
-
-7. Limitation of Liability
-
-   Under no circumstances and under no legal theory, whether tort (including
-   negligence), contract, or otherwise, shall any Contributor, or anyone who
-   distributes Covered Software as permitted above, be liable to You for any
-   direct, indirect, special, incidental, or consequential damages of any
-   character including, without limitation, damages for lost profits, loss of
-   goodwill, work stoppage, computer failure or malfunction, or any and all
-   other commercial damages or losses, even if such party shall have been
-   informed of the possibility of such damages. This limitation of liability
-   shall not apply to liability for death or personal injury resulting from
-   such party's negligence to the extent applicable law prohibits such
-   limitation. Some jurisdictions do not allow the exclusion or limitation of
-   incidental or consequential damages, so this exclusion and limitation may
-   not apply to You.
-
-8. Litigation
-
-   Any litigation relating to this License may be brought only in the courts
-   of a jurisdiction where the defendant maintains its principal place of
-   business and such litigation shall be governed by laws of that
-   jurisdiction, without reference to its conflict-of-law provisions. Nothing
-   in this Section shall prevent a party's ability to bring cross-claims or
-   counter-claims.
-
-9. Miscellaneous
-
-   This License represents the complete agreement concerning the subject
-   matter hereof. If any provision of this License is held to be
-   unenforceable, such provision shall be reformed only to the extent
-   necessary to make it enforceable. Any law or regulation which provides that
-   the language of a contract shall be construed against the drafter shall not
-   be used to construe this License against a Contributor.
-
-
-10. Versions of the License
-
-10.1. New Versions
-
-      Mozilla Foundation is the license steward. Except as provided in Section
-      10.3, no one other than the license steward has the right to modify or
-      publish new versions of this License. Each version will be given a
-      distinguishing version number.
-
-10.2. Effect of New Versions
-
-      You may distribute the Covered Software under the terms of the version
-      of the License under which You originally received the Covered Software,
-      or under the terms of any subsequent version published by the license
-      steward.
-
-10.3. Modified Versions
-
-      If you create software not governed by this License, and you want to
-      create a new license for such software, you may create and use a
-      modified version of this License if you rename the license and remove
-      any references to the name of the license steward (except to note that
-      such modified license differs from this License).
-
-10.4. Distributing Source Code Form that is Incompatible With Secondary
-      Licenses If You choose to distribute Source Code Form that is
-      Incompatible With Secondary Licenses under the terms of this version of
-      the License, the notice described in Exhibit B of this License must be
-      attached.
-
-Exhibit A - Source Code Form License Notice
-
-      This Source Code Form is subject to the
-      terms of the Mozilla Public License, v.
-      2.0. If a copy of the MPL was not
-      distributed with this file, You can
-      obtain one at
-      http://mozilla.org/MPL/2.0/.
-
-If it is not possible or desirable to put the notice in a particular file,
-then You may include the notice in a location (such as a LICENSE file in a
-relevant directory) where a recipient would be likely to look for such a
-notice.
-
-You may add additional accurate notices of copyright ownership.
-
-Exhibit B - "Incompatible With Secondary Licenses" Notice
-
-      This Source Code Form is "Incompatible
-      With Secondary Licenses", as defined by
-      the Mozilla Public License, v. 2.0.
-
-= vendor/github.com/hashicorp/golang-lru/LICENSE f27a50d2e878867827842f2c60e30bfc

LICENSES/vendor/github.com/inconshreveable/mousetrap/LICENSE

@@ -1,17 +1,205 @@
 = vendor/github.com/inconshreveable/mousetrap licensed under: =
 
-Copyright 2014 Alan Shreve
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
 
-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
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
 
-   http://www.apache.org/licenses/LICENSE-2.0
+   1. Definitions.
 
-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.
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
 
-= vendor/github.com/inconshreveable/mousetrap/LICENSE b23cff9db13f093a4e6ff77105cbd8eb
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright 2022 Alan Shreve (@inconshreveable)
+
+   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.
+
+= vendor/github.com/inconshreveable/mousetrap/LICENSE 7ea8c6c3cf90c1ca8494325e32c35579

LICENSES/vendor/github.com/josharian/intern/LICENSE

@@ -1,6 +1,8 @@
-= vendor/go.uber.org/atomic licensed under: =
+= vendor/github.com/josharian/intern licensed under: =
 
-Copyright (c) 2016 Uber Technologies, Inc.
+MIT License
+
+Copyright (c) 2019 Josh Bleecher Snyder
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -9,15 +11,15 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 copies of the Software, and to permit persons to whom the Software is
 furnished to do so, subject to the following conditions:
 
-The above copyright notice and this permission notice shall be included in
-all copies or substantial portions of the Software.
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
 
 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-THE SOFTWARE.
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
 
-= vendor/go.uber.org/atomic/LICENSE.txt 1caee86519456feda989f8a838102b50
+= vendor/github.com/josharian/intern/license.md 6bc75378a26e0addbcdfa118e4d54574

LICENSES/vendor/github.com/matttproud/golang_protobuf_extensions/LICENSE

@@ -1,6 +1,6 @@
-= vendor/github.com/docker/distribution licensed under: =
+= vendor/github.com/matttproud/golang_protobuf_extensions licensed under: =
 
-Apache License
+                                 Apache License
                            Version 2.0, January 2004
                         http://www.apache.org/licenses/
 
@@ -202,5 +202,4 @@ Apache License
    See the License for the specific language governing permissions and
    limitations under the License.
 
-
-= vendor/github.com/docker/distribution/LICENSE d2794c0df5b907fdace235a619d80314
+= vendor/github.com/matttproud/golang_protobuf_extensions/LICENSE e3fc50a88d0a364313df4b21ef20c29e

LICENSES/vendor/github.com/munnerz/goautoneg/LICENSE

@@ -0,0 +1,35 @@
+= vendor/github.com/munnerz/goautoneg licensed under: =
+
+Copyright (c) 2011, Open Knowledge Foundation Ltd.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+    Redistributions of source code must retain the above copyright
+    notice, this list of conditions and the following disclaimer.
+
+    Redistributions in binary form must reproduce the above copyright
+    notice, this list of conditions and the following disclaimer in
+    the documentation and/or other materials provided with the
+    distribution.
+
+    Neither the name of the Open Knowledge Foundation Ltd. nor the
+    names of its contributors may be used to endorse or promote
+    products derived from this software without specific prior written
+    permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+= vendor/github.com/munnerz/goautoneg/LICENSE 0c241922fc69330e2e5590de114f3bf5

LICENSES/vendor/github.com/opencontainers/go-digest/LICENSE

@@ -1,196 +0,0 @@
-= vendor/github.com/opencontainers/go-digest licensed under: =
-
-
-                                 Apache License
-                           Version 2.0, January 2004
-                        https://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-   1. Definitions.
-
-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
-
-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
-
-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
-
-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
-
-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
-
-      "Object" form shall mean any form resulting from mechanical
-      transformation or translation of a Source form, including but
-      not limited to compiled object code, generated documentation,
-      and conversions to other media types.
-
-      "Work" shall mean the work of authorship, whether in Source or
-      Object form, made available under the License, as indicated by a
-      copyright notice that is included in or attached to the work
-      (an example is provided in the Appendix below).
-
-      "Derivative Works" shall mean any work, whether in Source or Object
-      form, that is based on (or derived from) the Work and for which the
-      editorial revisions, annotations, elaborations, or other modifications
-      represent, as a whole, an original work of authorship. For the purposes
-      of this License, Derivative Works shall not include works that remain
-      separable from, or merely link (or bind by name) to the interfaces of,
-      the Work and Derivative Works thereof.
-
-      "Contribution" shall mean any work of authorship, including
-      the original version of the Work and any modifications or additions
-      to that Work or Derivative Works thereof, that is intentionally
-      submitted to Licensor for inclusion in the Work by the copyright owner
-      or by an individual or Legal Entity authorized to submit on behalf of
-      the copyright owner. For the purposes of this definition, "submitted"
-      means any form of electronic, verbal, or written communication sent
-      to the Licensor or its representatives, including but not limited to
-      communication on electronic mailing lists, source code control systems,
-      and issue tracking systems that are managed by, or on behalf of, the
-      Licensor for the purpose of discussing and improving the Work, but
-      excluding communication that is conspicuously marked or otherwise
-      designated in writing by the copyright owner as "Not a Contribution."
-
-      "Contributor" shall mean Licensor and any individual or Legal Entity
-      on behalf of whom a Contribution has been received by Licensor and
-      subsequently incorporated within the Work.
-
-   2. Grant of Copyright License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      copyright license to reproduce, prepare Derivative Works of,
-      publicly display, publicly perform, sublicense, and distribute the
-      Work and such Derivative Works in Source or Object form.
-
-   3. Grant of Patent License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      (except as stated in this section) patent license to make, have made,
-      use, offer to sell, sell, import, and otherwise transfer the Work,
-      where such license applies only to those patent claims licensable
-      by such Contributor that are necessarily infringed by their
-      Contribution(s) alone or by combination of their Contribution(s)
-      with the Work to which such Contribution(s) was submitted. If You
-      institute patent litigation against any entity (including a
-      cross-claim or counterclaim in a lawsuit) alleging that the Work
-      or a Contribution incorporated within the Work constitutes direct
-      or contributory patent infringement, then any patent licenses
-      granted to You under this License for that Work shall terminate
-      as of the date such litigation is filed.
-
-   4. Redistribution. You may reproduce and distribute copies of the
-      Work or Derivative Works thereof in any medium, with or without
-      modifications, and in Source or Object form, provided that You
-      meet the following conditions:
-
-      (a) You must give any other recipients of the Work or
-          Derivative Works a copy of this License; and
-
-      (b) You must cause any modified files to carry prominent notices
-          stating that You changed the files; and
-
-      (c) You must retain, in the Source form of any Derivative Works
-          that You distribute, all copyright, patent, trademark, and
-          attribution notices from the Source form of the Work,
-          excluding those notices that do not pertain to any part of
-          the Derivative Works; and
-
-      (d) If the Work includes a "NOTICE" text file as part of its
-          distribution, then any Derivative Works that You distribute must
-          include a readable copy of the attribution notices contained
-          within such NOTICE file, excluding those notices that do not
-          pertain to any part of the Derivative Works, in at least one
-          of the following places: within a NOTICE text file distributed
-          as part of the Derivative Works; within the Source form or
-          documentation, if provided along with the Derivative Works; or,
-          within a display generated by the Derivative Works, if and
-          wherever such third-party notices normally appear. The contents
-          of the NOTICE file are for informational purposes only and
-          do not modify the License. You may add Your own attribution
-          notices within Derivative Works that You distribute, alongside
-          or as an addendum to the NOTICE text from the Work, provided
-          that such additional attribution notices cannot be construed
-          as modifying the License.
-
-      You may add Your own copyright statement to Your modifications and
-      may provide additional or different license terms and conditions
-      for use, reproduction, or distribution of Your modifications, or
-      for any such Derivative Works as a whole, provided Your use,
-      reproduction, and distribution of the Work otherwise complies with
-      the conditions stated in this License.
-
-   5. Submission of Contributions. Unless You explicitly state otherwise,
-      any Contribution intentionally submitted for inclusion in the Work
-      by You to the Licensor shall be under the terms and conditions of
-      this License, without any additional terms or conditions.
-      Notwithstanding the above, nothing herein shall supersede or modify
-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
-
-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
-      except as required for reasonable and customary use in describing the
-      origin of the Work and reproducing the content of the NOTICE file.
-
-   7. Disclaimer of Warranty. Unless required by applicable law or
-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-      implied, including, without limitation, any warranties or conditions
-      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
-      risks associated with Your exercise of permissions under this License.
-
-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
-      unless required by applicable law (such as deliberate and grossly
-      negligent acts) or agreed to in writing, shall any Contributor be
-      liable to You for damages, including any direct, indirect, special,
-      incidental, or consequential damages of any character arising as a
-      result of this License or out of the use or inability to use the
-      Work (including but not limited to damages for loss of goodwill,
-      work stoppage, computer failure or malfunction, or any and all
-      other commercial damages or losses), even if such Contributor
-      has been advised of the possibility of such damages.
-
-   9. Accepting Warranty or Additional Liability. While redistributing
-      the Work or Derivative Works thereof, You may choose to offer,
-      and charge a fee for, acceptance of support, warranty, indemnity,
-      or other liability obligations and/or rights consistent with this
-      License. However, in accepting such obligations, You may act only
-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
-      defend, and hold each Contributor harmless for any liability
-      incurred by, or claims asserted against, such Contributor by reason
-      of your accepting any such warranty or additional liability.
-
-   END OF TERMS AND CONDITIONS
-
-   Copyright 2019, 2020 OCI Contributors
-   Copyright 2016 Docker, Inc.
-
-   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
-
-       https://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.
-
-= vendor/github.com/opencontainers/go-digest/LICENSE 2d6fc0e85c3f118af64c85a78d56d3cf

LICENSES/vendor/github.com/prometheus/client_golang/LICENSE

@@ -1,5 +1,4 @@
-= vendor/github.com/go-openapi/spec licensed under: =
-
+= vendor/github.com/prometheus/client_golang licensed under: =
 
                                  Apache License
                            Version 2.0, January 2004
@@ -203,4 +202,4 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-= vendor/github.com/go-openapi/spec/LICENSE 3b83ef96387f14655fc854ddc3c6bd57
+= vendor/github.com/prometheus/client_golang/LICENSE 86d3f3a95c324c9479bd8986968f4327

LICENSES/vendor/github.com/prometheus/client_model/LICENSE

@@ -1,5 +1,4 @@
-= vendor/k8s.io/component-helpers licensed under: =
-
+= vendor/github.com/prometheus/client_model licensed under: =
 
                                  Apache License
                            Version 2.0, January 2004
@@ -203,4 +202,4 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-= vendor/k8s.io/component-helpers/LICENSE 3b83ef96387f14655fc854ddc3c6bd57
+= vendor/github.com/prometheus/client_model/LICENSE 86d3f3a95c324c9479bd8986968f4327

LICENSES/vendor/github.com/prometheus/common/LICENSE

@@ -1,5 +1,4 @@
-= vendor/k8s.io/kubernetes licensed under: =
-
+= vendor/github.com/prometheus/common licensed under: =
 
                                  Apache License
                            Version 2.0, January 2004
@@ -203,4 +202,4 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-= vendor/k8s.io/kubernetes/LICENSE 3b83ef96387f14655fc854ddc3c6bd57
+= vendor/github.com/prometheus/common/LICENSE 86d3f3a95c324c9479bd8986968f4327

LICENSES/vendor/github.com/prometheus/procfs/LICENSE

@@ -1,5 +1,4 @@
-= vendor/k8s.io/apiserver licensed under: =
-
+= vendor/github.com/prometheus/procfs licensed under: =
 
                                  Apache License
                            Version 2.0, January 2004
@@ -203,4 +202,4 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-= vendor/k8s.io/apiserver/LICENSE 3b83ef96387f14655fc854ddc3c6bd57
+= vendor/github.com/prometheus/procfs/LICENSE 86d3f3a95c324c9479bd8986968f4327

LICENSES/vendor/go.uber.org/multierr/LICENSE

@@ -1,23 +0,0 @@
-= vendor/go.uber.org/multierr licensed under: =
-
-Copyright (c) 2017 Uber Technologies, Inc.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in
-all copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-THE SOFTWARE.
-
-= vendor/go.uber.org/multierr/LICENSE.txt f65b21a547112d1bc7b11b90f9b31997

LICENSES/vendor/gopkg.in/yaml.v3/LICENSE

@@ -0,0 +1,54 @@
+= vendor/gopkg.in/yaml.v3 licensed under: =
+
+
+This project is covered by two different licenses: MIT and Apache.
+
+#### MIT License ####
+
+The following files were ported to Go from C files of libyaml, and thus
+are still covered by their original MIT license, with the additional
+copyright staring in 2011 when the project was ported over:
+
+    apic.go emitterc.go parserc.go readerc.go scannerc.go
+    writerc.go yamlh.go yamlprivateh.go
+
+Copyright (c) 2006-2010 Kirill Simonov
+Copyright (c) 2006-2011 Kirill Simonov
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
+of the Software, and to permit persons to whom the Software is furnished to do
+so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
+### Apache License ###
+
+All the remaining project files are covered by the Apache license:
+
+Copyright (c) 2011-2019 Canonical Ltd
+
+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.
+
+= vendor/gopkg.in/yaml.v3/LICENSE 3c91c17266710e16afdbb2b6d15c761c

LICENSES/vendor/gorm.io/gorm/LICENSE

@@ -22,4 +22,4 @@ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 THE SOFTWARE.
 
-= vendor/gorm.io/gorm/License 162a54d183196f03ce8b2a312e5919f8
+= vendor/gorm.io/gorm/LICENSE 162a54d183196f03ce8b2a312e5919f8

LICENSES/vendor/k8s.io/gengo/v2/LICENSE

@@ -1,4 +1,4 @@
-= vendor/k8s.io/gengo licensed under: =
+= vendor/k8s.io/gengo/v2 licensed under: =
 
 
                                  Apache License
@@ -203,4 +203,4 @@
    See the License for the specific language governing permissions and
    limitations under the License.
 
-= vendor/k8s.io/gengo/LICENSE ad09685d909e7a9f763d2bb62d4bd6fb
+= vendor/k8s.io/gengo/v2/LICENSE ad09685d909e7a9f763d2bb62d4bd6fb

LICENSES/vendor/sigs.k8s.io/json/LICENSE

@@ -0,0 +1,242 @@
+= vendor/sigs.k8s.io/json licensed under: =
+
+Files other than internal/golang/* licensed under:
+
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
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+
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+
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+
+      "Legal Entity" shall mean the union of the acting entity and all
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+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
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+
+      "Object" form shall mean any form resulting from mechanical
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+
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+      of this License, Derivative Works shall not include works that remain
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+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
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+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
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+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
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+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
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+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
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+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "{}"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright {yyyy} {name of copyright owner}
+
+   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.
+
+
+------------------
+
+internal/golang/* files licensed under:
+
+
+Copyright (c) 2009 The Go Authors. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+   * Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+   * Redistributions in binary form must reproduce the above
+copyright notice, this list of conditions and the following disclaimer
+in the documentation and/or other materials provided with the
+distribution.
+   * Neither the name of Google Inc. nor the names of its
+contributors may be used to endorse or promote products derived from
+this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+= vendor/sigs.k8s.io/json/LICENSE 545d3f23616dee7495323aeb0b098df3

Makefile

@@ -183,6 +183,7 @@ e2e:
 .PHONY: crds controller-gen
 crds: controller-gen
 	$(CONTROLLER_GEN) $(CRD_OPTIONS) paths="./pkg/apis/sedna/v1alpha1" output:crd:artifacts:config=build/crds
+	$(CONTROLLER_GEN) $(CRD_OPTIONS) paths="./pkg/apis/sedna/v1alpha1" output:crd:artifacts:config=build/helm/sedna/crds
 
 # Get the currently used golang install path (in GOPATH/bin, unless GOBIN is set)
 ifeq (,$(shell go env GOBIN))
@@ -200,7 +201,7 @@ ifeq (, $(shell which controller-gen))
 	CONTROLLER_GEN_TMP_DIR=$$(mktemp -d) ;\
 	cd $$CONTROLLER_GEN_TMP_DIR ;\
 	go mod init tmp ;\
-	go get sigs.k8s.io/controller-tools/cmd/controller-gen@v0.4.1 ;\
+	go get sigs.k8s.io/controller-tools/cmd/controller-gen@v0.15.0 ;\
 	rm -rf $$CONTROLLER_GEN_TMP_DIR ;\
 	}
 CONTROLLER_GEN=$(GOBIN)/controller-gen

OWNERS

@@ -1,12 +1,8 @@
 approvers:
-  - chendave
-  - fisherxu
-  - jaypume
-  - kevin-wangzefeng
-  - llhuii
-  - sids-b
-  - ugvddm
-reviewers:
-  - JimmyYang20
-  - TymonXie
+  - sig-ai-co-chairs
+  - sig-ai-tech-leads
 
+reviewers:
+  - tangming1996
+  - MooreZheng
+  - sig-ai-project-maintainers

OWNERS_ALIASES

@@ -0,0 +1,10 @@
+aliases:
+  sig-ai-co-chairs:
+    - MooreZheng
+  sig-ai-tech-leads:
+    - jaypume
+    - Ratuchetp
+  sig-ai-project-maintainers:
+    - Poorunga 
+    - MooreZheng
+

README.md

@@ -78,7 +78,7 @@ Documentation is located on [readthedoc.io](https://sedna.readthedocs.io/). Thes
 
 
 ### Installation
-Follow the [Sedna installation document](docs/setup/quick-start.md) to install Sedna.
+Follow the [Sedna installation document](docs/setup/install.md) to install Sedna.
 
 ### Examples
 Example1：[Using Joint Inference Service in Helmet Detection Scenario](/examples/joint_inference/helmet_detection_inference/README.md).  
@@ -111,7 +111,7 @@ If you need support, start with the [troubleshooting guide](./docs/troubleshooti
 -->
 
 If you have questions, feel free to reach out to us in the following ways:
-- [slack channel](https://app.slack.com/client/TDZ5TGXQW/C01EG84REVB/details)
+- [slack channel](https://kubeedge.io/docs/community/slack/)
 
 ## Contributing
 

README_zh.md

@@ -93,7 +93,7 @@ Sedna的安装文档请参考[这里](/docs/setup/install.md)。
 -->
 
 如果您有任何疑问，请以下方式与我们联系：
-- [slack channel](https://app.slack.com/client/TDZ5TGXQW/C01EG84REVB/details)
+- [slack channel](https://kubeedge.io/docs/community/slack/)
 
 
 ## 贡献

build/crds/sedna.io_datasets.yaml

@@ -1,11 +1,9 @@
-
 ---
 apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.4.1
-  creationTimestamp: null
+    controller-gen.kubebuilder.io/version: v0.15.0
   name: datasets.sedna.io
 spec:
   group: sedna.io
@@ -22,14 +20,19 @@ spec:
         description: Dataset describes the data that a dataset resource should have
         properties:
           apiVersion:
-            description: 'APIVersion defines the versioned schema of this representation
-              of an object. Servers should convert recognized schemas to the latest
-              internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
             type: string
           kind:
-            description: 'Kind is a string value representing the REST resource this
-              object represents. Servers may infer this from the endpoint the client
-              submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
             type: string
           metadata:
             type: object
@@ -50,9 +53,9 @@ spec:
             - url
             type: object
           status:
-            description: DatasetStatus represents information about the status of
-              a dataset including the time a dataset updated, and number of samples
-              in a dataset
+            description: |-
+              DatasetStatus represents information about the status of a dataset
+              including the time a dataset updated, and number of samples in a dataset
             properties:
               numberOfSamples:
                 type: integer
@@ -69,9 +72,3 @@ spec:
     storage: true
     subresources:
       status: {}
-status:
-  acceptedNames:
-    kind: ""
-    plural: ""
-  conditions: []
-  storedVersions: []

build/crds/sedna.io_models.yaml

@@ -1,11 +1,9 @@
-
 ---
 apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.4.1
-  creationTimestamp: null
+    controller-gen.kubebuilder.io/version: v0.15.0
   name: models.sedna.io
 spec:
   group: sedna.io
@@ -22,14 +20,19 @@ spec:
         description: Model describes the data that a model resource should have
         properties:
           apiVersion:
-            description: 'APIVersion defines the versioned schema of this representation
-              of an object. Servers should convert recognized schemas to the latest
-              internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
             type: string
           kind:
-            description: 'Kind is a string value representing the REST resource this
-              object represents. Servers may infer this from the endpoint the client
-              submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
             type: string
           metadata:
             type: object
@@ -51,8 +54,9 @@ spec:
             - url
             type: object
           status:
-            description: ModelStatus represents information about the status of a
-              model including the time a model updated, and metrics in a model
+            description: |-
+              ModelStatus represents information about the status of a model
+              including the time a model updated, and metrics in a model
             properties:
               metrics:
                 items:
@@ -79,9 +83,3 @@ spec:
     storage: true
     subresources:
       status: {}
-status:
-  acceptedNames:
-    kind: ""
-    plural: ""
-  conditions: []
-  storedVersions: []

build/gm/Dockerfile

@@ -14,7 +14,7 @@
 
 # Add cross buildx improvement
 # _speed_buildx_for_go_
-FROM golang:1.16-alpine3.15 AS builder
+FROM golang:1.22.9-alpine3.19 AS builder
 LABEL stage=builder
 
 ARG GO_LDFLAGS
@@ -31,7 +31,7 @@ RUN make build WHAT=gm GO_LDFLAGS=$GO_LDFLAGS OUT_DIR=_output
 # ALT: just using go build
 # RUN CGO_ENABLED=0 go build -o _output/bin/sedna-gm -ldflags "$GO_LDFLAGS -w -s" cmd/sedna-gm/sedna-gm.go
 
-FROM alpine:3.11
+FROM alpine:3.19
 
 COPY --from=builder /code/_output/bin/sedna-gm /usr/local/bin/sedna-gm
 

build/helm/sedna/Chart.yaml

@@ -21,7 +21,7 @@ version: 0.1.0
 # incremented each time you make changes to the application. Versions are not expected to
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
-appVersion: v0.4.3
+appVersion: v0.6.0
 
 dependencies:
   - name: kb

build/helm/sedna/README.md

@@ -7,13 +7,14 @@ Visit https://github.com/kubeedge/sedna for more information.
 ```
 $ git clone https://github.com/kubeedge/sedna.git
 $ cd sedna
-$ helm install sedna ./build/helm/sedna
+$ kubectl create namespace sedna
+$ helm install sedna --namespace sedna ./build/helm/sedna
 ```
 
 ## Uninstall
 
 ```
-$ helm uninstall sedna
+$ helm uninstall sedna -n sedna
 ```
 
 ## Update CRDs

build/helm/sedna/charts/gm/Chart.yaml

@@ -21,4 +21,4 @@ version: 0.1.0
 # incremented each time you make changes to the application. Versions are not expected to
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
-appVersion: v0.4.3
+appVersion: v0.6.0

build/helm/sedna/charts/gm/values.yaml

@@ -1,4 +1,4 @@
-image: kubeedge/sedna-gm:v0.4.3
+image: kubeedge/sedna-gm:v0.6.0
 resources:
   requests:
     memory: 32Mi

build/helm/sedna/charts/kb/Chart.yaml

@@ -21,4 +21,4 @@ version: 0.1.0
 # incremented each time you make changes to the application. Versions are not expected to
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
-appVersion: v0.4.3
+appVersion: v0.6.0

build/helm/sedna/charts/kb/values.yaml

@@ -1,4 +1,4 @@
-image: kubeedge/sedna-kb:v0.4.3
+image: kubeedge/sedna-kb:v0.6.0
 resources:
   requests:
     memory: 256Mi

build/helm/sedna/charts/lc/Chart.yaml

@@ -21,4 +21,4 @@ version: 0.1.0
 # incremented each time you make changes to the application. Versions are not expected to
 # follow Semantic Versioning. They should reflect the version the application is using.
 # It is recommended to use it with quotes.
-appVersion: v0.4.3
+appVersion: v0.6.0

build/helm/sedna/charts/lc/templates/daemonset.yaml

@@ -16,7 +16,7 @@ spec:
     spec:
       containers:
         - name: lc
-          image: kubeedge/sedna-lc:v0.4.3
+          image: {{ .Values.image }}
           env:
             - name: GM_ADDRESS
               value: gm.sedna:9000

build/helm/sedna/charts/lc/values.yaml

@@ -1,4 +1,4 @@
-image: kubeedge/sedna-lc:v0.4.3
+image: kubeedge/sedna-lc:v0.6.0
 resources:
   requests:
     memory: 32Mi

build/helm/sedna/crds/sedna.io_datasets.yaml

@@ -1,11 +1,9 @@
-
 ---
 apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.4.1
-  creationTimestamp: null
+    controller-gen.kubebuilder.io/version: v0.15.0
   name: datasets.sedna.io
 spec:
   group: sedna.io
@@ -19,14 +17,27 @@ spec:
   - name: v1alpha1
     schema:
       openAPIV3Schema:
+        description: Dataset describes the data that a dataset resource should have
         properties:
           apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
             type: string
           kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
             type: string
           metadata:
             type: object
           spec:
+            description: DatasetSpec is a description of a dataset
             properties:
               credentialName:
                 type: string
@@ -42,6 +53,9 @@ spec:
             - url
             type: object
           status:
+            description: |-
+              DatasetStatus represents information about the status of a dataset
+              including the time a dataset updated, and number of samples in a dataset
             properties:
               numberOfSamples:
                 type: integer
@@ -58,9 +72,3 @@ spec:
     storage: true
     subresources:
       status: {}
-status:
-  acceptedNames:
-    kind: ""
-    plural: ""
-  conditions: []
-  storedVersions: []

build/helm/sedna/crds/sedna.io_models.yaml

@@ -1,11 +1,9 @@
-
 ---
 apiVersion: apiextensions.k8s.io/v1
 kind: CustomResourceDefinition
 metadata:
   annotations:
-    controller-gen.kubebuilder.io/version: v0.4.1
-  creationTimestamp: null
+    controller-gen.kubebuilder.io/version: v0.15.0
   name: models.sedna.io
 spec:
   group: sedna.io
@@ -19,17 +17,34 @@ spec:
   - name: v1alpha1
     schema:
       openAPIV3Schema:
+        description: Model describes the data that a model resource should have
         properties:
           apiVersion:
+            description: |-
+              APIVersion defines the versioned schema of this representation of an object.
+              Servers should convert recognized schemas to the latest internal value, and
+              may reject unrecognized values.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
             type: string
           kind:
+            description: |-
+              Kind is a string value representing the REST resource this object represents.
+              Servers may infer this from the endpoint the client submits requests to.
+              Cannot be updated.
+              In CamelCase.
+              More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
             type: string
           metadata:
             type: object
           spec:
+            description: ModelSpec is a description of a model
             properties:
               credentialName:
                 type: string
+              device_soc_versions:
+                items:
+                  type: string
+                type: array
               format:
                 type: string
               url:
@@ -39,9 +54,14 @@ spec:
             - url
             type: object
           status:
+            description: |-
+              ModelStatus represents information about the status of a model
+              including the time a model updated, and metrics in a model
             properties:
               metrics:
                 items:
+                  description: Metric describes the data that a resource model metric
+                    should have
                   properties:
                     key:
                       type: string
@@ -63,9 +83,3 @@ spec:
     storage: true
     subresources:
       status: {}
-status:
-  acceptedNames:
-    kind: ""
-    plural: ""
-  conditions: []
-  storedVersions: []

build/helm/sedna/templates/rbac.yaml

@@ -16,6 +16,9 @@ rules:
     - lifelonglearningjobs
     - objectsearchservices
     - objecttrackingservices
+    - reidjobs
+    - videoanalyticsjobs
+    - featureextractionservices
     verbs:
     - get
     - list
@@ -34,6 +37,9 @@ rules:
     - lifelonglearningjobs/status
     - objectsearchservices/status
     - objecttrackingservices/status
+    - reidjobs/status
+    - videoanalyticsjobs/status
+    - featureextractionservices/status
     verbs:
     - get
     - update

build/helm/sedna/values.yaml

@@ -1,5 +1,5 @@
 kb:
-  image: kubeedge/sedna-kb:v0.4.3
+  image: kubeedge/sedna-kb:v0.6.0
   resources:
     requests:
       memory: 256Mi
@@ -8,7 +8,7 @@ kb:
       memory: 512Mi
 
 gm:
-  image: kubeedge/sedna-gm:v0.4.3
+  image: kubeedge/sedna-gm:v0.6.0
   resources:
     requests:
       memory: 32Mi
@@ -28,7 +28,7 @@ gm:
     server: http://kb.sedna:9020
 
 lc:
-  image: kubeedge/sedna-lc:v0.4.3
+  image: kubeedge/sedna-lc:v0.6.0
   resources:
     requests:
       memory: 32Mi

build/kb/Dockerfile

@@ -12,15 +12,15 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM python:3.6-slim
+FROM python:3.9-slim
 
 RUN pip install colorlog~=4.7.2
 RUN pip install PyYAML~=5.4.1
 RUN pip install fastapi~=0.63.0
 RUN pip install starlette~=0.13.6
 RUN pip install pydantic~=1.8.1
-RUN pip install joblib~=1.0.1
-RUN pip install pandas~=1.1.5
+RUN pip install joblib~=1.2.0
+RUN pip install pandas
 RUN pip install uvicorn~=0.14.0
 RUN pip install python-multipart~=0.0.5
 RUN pip install SQLAlchemy~=1.4.7

build/lc/Dockerfile

@@ -15,7 +15,7 @@
 # Add cross buildx improvement
 # LC has built sqlite3 which requires CGO with CGO_ENABLED=1
 # _speed_buildx_for_cgo_alpine_
-FROM golang:1.16-alpine3.15 AS builder
+FROM golang:1.22.9-alpine3.19 AS builder
 LABEL stage=builder
 
 ARG GO_LDFLAGS
@@ -30,7 +30,7 @@ COPY . .
 RUN make build WHAT=lc GO_LDFLAGS=$GO_LDFLAGS OUT_DIR=_output
 
 
-FROM alpine:3.11
+FROM alpine:3.19
 
 COPY --from=builder /code/_output/bin/sedna-lc /usr/local/bin/sedna-lc
 

components/dashboard/exporter/incremental_learning/hard_samples_exporter.py

@@ -0,0 +1,27 @@
+from prometheus_client import start_http_server,Gauge
+import os
+import time
+
+
+Incremental_num = Gauge('Incremental_HardSamples', 'Hard Samples for Incremental', ['hardSample'])
+
+
+def get_incremental_learning_metrics(hard_samples_path):
+    Incremental_num.labels(hardSample=True).set(len(os.listdir(hard_samples_path)))
+
+
+if __name__ == "__main__":
+    '''
+    These are paths in demo test cases.
+    If you have run your own tasks, please change the following paths to the paths you used.
+    If you want to monitor multiple tasks, you need to change this exporter a little.
+    When Sedna is available to show metrics like inference count in -oyaml, there is no need to run this exporter.
+    '''
+    # incremental learning
+    hard_samples_path = "/incremental_learning/he"
+
+    start_http_server(8000)
+
+    while True:
+        get_incremental_learning_metrics(hard_samples_path)
+        time.sleep(10)

components/dashboard/exporter/joint_inference/hard_samples_exporter.py

@@ -0,0 +1,29 @@
+from prometheus_client import start_http_server,Gauge
+import os
+import time
+
+
+JointInference_num = Gauge('JointInference_InferenceCount','InferenceCount for Joint Inference',['type'])
+
+
+def get_joint_inference_metrics(cloud_inference_path, output_path):
+    JointInference_num.labels(type='Edge').set(len(os.listdir(output_path)))
+    JointInference_num.labels(type='Cloud').set(len(os.listdir(cloud_inference_path)))
+
+
+if __name__ == "__main__":
+    '''
+    These are paths in demo test cases.
+    If you have run your own tasks, please change the following paths to the paths you used.
+    If you want to monitor multiple tasks, you need to change this exporter a little.
+    When Sedna is available to show metrics like inference count in -oyaml, there is no need to run this exporter.
+    '''
+    # joint inference
+    cloud_inference_path = "/joint_inference/output/hard_example_cloud_inference_output"
+    output_path = "/joint_inference/output/output"
+
+    start_http_server(8001)
+
+    while True:
+        get_joint_inference_metrics(cloud_inference_path, output_path)
+        time.sleep(10)

components/dashboard/exporter/kb_exporter/go.mod

@@ -0,0 +1,20 @@
+module pkl-exporter
+
+go 1.17
+
+require (
+	github.com/mattn/go-sqlite3 v1.14.15
+	github.com/prometheus/client_golang v1.13.0
+)
+
+require (
+	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/cespare/xxhash/v2 v2.1.2 // indirect
+	github.com/golang/protobuf v1.5.2 // indirect
+	github.com/matttproud/golang_protobuf_extensions v1.0.1 // indirect
+	github.com/prometheus/client_model v0.2.0 // indirect
+	github.com/prometheus/common v0.37.0 // indirect
+	github.com/prometheus/procfs v0.8.0 // indirect
+	golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a // indirect
+	google.golang.org/protobuf v1.28.1 // indirect
+)

components/dashboard/exporter/kb_exporter/main.go

@@ -0,0 +1,374 @@
+package main
+
+import (
+	"database/sql"
+	"flag"
+	"fmt"
+	_ "github.com/mattn/go-sqlite3"
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/promauto"
+	"github.com/prometheus/client_golang/prometheus/promhttp"
+	"math/rand"
+	"os"
+	"path/filepath"
+	"strconv"
+	"strings"
+
+	"log"
+	"net/http"
+	"time"
+)
+
+var addr = flag.String("listen-address", ":7070", "The address to listen on for HTTP requests.")
+
+var metrics = []struct {
+	name        string
+	label       string
+	note        string
+	labelValues string
+	value       float64
+}{
+	{"metric1", "method,handler", "This is metric1", "a, b", 0},
+	{"metric2", "method,handler", "This is metric2", "a, b", 0},
+	{"Recall", "model_name", "Model Recall", "a", 0},
+	{"Precision", "model_name", "Model Precision", "b", 0},
+}
+
+func recordTaskNumM(db *sql.DB) {
+	go func() {
+		for {
+			rows, err := db.Query("SELECT a.id, a.name, a.task_num, b.task_attr FROM ll_task_grp as a left join ll_tasks as b where a.id=b.id;")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var id int
+				var name string
+				var taskNum int
+				var attr string
+				err = rows.Scan(&id, &name, &taskNum, &attr)
+				g, err := opsTaskTaskNum.GetMetricWithLabelValues(strconv.Itoa(id), name, attr)
+				if err == nil {
+					g.Set(float64(taskNum))
+				}
+			}
+			time.Sleep(1 * time.Second)
+		}
+	}()
+}
+
+func recordTaskSampleMStatusM(db *sql.DB) {
+	go func() {
+		for {
+			rows, err := db.Query("SELECT id, name, deploy, sample_num, task_num FROM ll_task_grp")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var id int
+				var name string
+				var deploy bool
+				var sampleNum int
+				var taskNum int
+				err = rows.Scan(&id, &name, &deploy, &sampleNum, &taskNum)
+				g, err := opsTaskSampleNum.GetMetricWithLabelValues(strconv.Itoa(id), name)
+				if err == nil {
+					g.Set(float64(sampleNum))
+				}
+				g, err = opsDeployStatus.GetMetricWithLabelValues(strconv.Itoa(id), name)
+				if err == nil {
+					if deploy {
+						g.Set(1)
+					} else {
+						g.Set(0)
+					}
+				}
+			}
+			time.Sleep(1 * time.Second)
+		}
+	}()
+}
+
+func recordKnownTasks(db *sql.DB) {
+	go func() {
+		for {
+			rows, err := db.Query("SELECT count(*) as c from ll_task_models where is_current = 1")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var c int
+				err = rows.Scan(&c)
+				g, err := opsKnowTaskNum.GetMetricWithLabelValues()
+				if err == nil {
+					g.Set(float64(c))
+				}
+			}
+			time.Sleep(1 * time.Second)
+		}
+	}()
+}
+
+func recordTaskStatus(db *sql.DB) {
+	go func() {
+		for {
+			rows, err := db.Query("SELECT task_id, model_url, is_current as c from ll_task_models")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var taskId int
+				var modelUrl string
+				var isCurrent bool
+				err = rows.Scan(&taskId, &modelUrl, &isCurrent)
+				g, err := opsTaskStatus.GetMetricWithLabelValues(strconv.Itoa(taskId), modelUrl)
+				if err == nil {
+					if isCurrent {
+						g.Set(1)
+					} else {
+						g.Set(0)
+					}
+				}
+			}
+			time.Sleep(1 * time.Second)
+		}
+	}()
+}
+
+func recordTaskRelationShip(db *sql.DB) {
+	go func() {
+		for {
+			rows, err := db.Query("select grp_id, task_id, transfer_radio from ll_task_relation")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var grpId int
+				var taskId int
+				var transferRatio float64
+				err = rows.Scan(&grpId, &taskId, &transferRatio)
+				g, err := opsTaskRelationShip.GetMetricWithLabelValues(strconv.Itoa(grpId), strconv.Itoa(taskId))
+				if err == nil {
+					g.Set(transferRatio)
+				}
+			}
+			time.Sleep(1 * time.Second)
+		}
+	}()
+}
+
+func customMetrics(db *sql.DB, registry *prometheus.Registry) {
+	// mock
+	sql := "insert into metric (name, label, note, last_time) values (?, ?, ?, time('now'))"
+	rows, err := db.Query("select count(*) from metric")
+	if err != nil {
+		fmt.Println(err)
+	}
+	mock := false
+	for rows.Next() {
+		var count int
+		err = rows.Scan(&count)
+		if err != nil {
+			fmt.Println(err)
+		}
+		mock = count == 0
+	}
+
+	if mock {
+		for i, metric := range metrics {
+			_, err := db.Exec(sql, metric.name, metric.label, metric.note)
+			if err != nil {
+				fmt.Println(err)
+			}
+			_, err = db.Exec("insert into metric_value (metric_id, label_value, value, last_time) values (?, ?, ?, time('now'))",
+				i, metric.labelValues, metric.value)
+			if err != nil {
+				fmt.Println(err)
+			}
+		}
+		mockV := 1.0
+		go func() {
+			for {
+				_, err := db.Exec("update metric_value set value=?", mockV)
+				if err != nil {
+					fmt.Println(err)
+				}
+				mockV = rand.Float64()
+				time.Sleep(time.Second)
+			}
+		}()
+	}
+
+	// register metrics
+	registeredMetrics := make([]*prometheus.GaugeVec, 0, 4)
+	rows, err = db.Query("select name, label, note from metric order by id asc")
+	if err != nil {
+		fmt.Println(err)
+	}
+	for rows.Next() {
+		var name string
+		var label string
+		var note string
+		err = rows.Scan(&name, &label, &note)
+		labels := strings.Split(label, ",")
+		for i := range labels {
+			labels[i] = strings.TrimSpace(labels[i])
+		}
+		met := promauto.NewGaugeVec(prometheus.GaugeOpts{
+			Name: name,
+			Help: note,
+		}, labels)
+		registry.MustRegister(met)
+		registeredMetrics = append(registeredMetrics, met)
+	}
+
+	go func() {
+		for {
+			rows, err := db.Query("select metric_id, label_value, `value` from metric_value")
+			if err != nil {
+				fmt.Println(err)
+			}
+			for rows.Next() {
+				var metricId int
+				var labelValue string
+				var value float64
+				err = rows.Scan(&metricId, &labelValue, &value)
+				labelValues := strings.Split(labelValue, ",")
+				for i, _ := range labelValues {
+					labelValues[i] = strings.TrimSpace(labelValues[i])
+				}
+				if len(registeredMetrics) <= metricId || registeredMetrics[metricId] == nil {
+					continue
+				}
+				g, err := registeredMetrics[metricId].GetMetricWithLabelValues(labelValues...)
+				if err == nil {
+					g.Set(value)
+				}
+			}
+			time.Sleep(time.Second)
+		}
+	}()
+}
+
+func fileScanner(p string, suffix string) {
+	go func() {
+		for {
+			num := 0
+			root := p
+			err := filepath.Walk(root, func(path string, info os.FileInfo, err error) error {
+				if strings.HasSuffix(path, suffix) {
+					num += 1
+				}
+				return nil
+			})
+			if err != nil {
+				println(err)
+			}
+			g, err := opsFilesSuffixNum.GetMetricWithLabelValues()
+			if err == nil {
+				g.Set(float64(num))
+			}
+			num = 0
+			time.Sleep(time.Second)
+		}
+	}()
+}
+
+var (
+	// task metrics
+	opsKnowTaskNum = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "know_task_num",
+		Help: "Number of known tasks in the knowledge base",
+	}, []string{})
+	opsTaskSampleNum = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "task_sample_num",
+		Help: "The total number of samples in task",
+	}, []string{"id", "name"})
+	opsTaskTaskNum = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "task_num",
+		Help: "The total number of tasks",
+	}, []string{"id", "name", "attr"})
+	opsTaskRelationShip = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "task_relation_ship",
+		Help: "Migration relationship between tasks",
+	}, []string{"grp_id", "task_id"})
+	opsTaskStatus = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "task_status",
+		Help: "Whether the task can be deployed",
+	}, []string{"task_id", "model_url"})
+	opsDeployStatus = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "deploy_status",
+		Help: "Enum(Waiting, OK, NotOK)",
+	}, []string{"id", "name"})
+	opsFilesSuffixNum = promauto.NewGaugeVec(prometheus.GaugeOpts{
+		Name: "files_with_suffix_num",
+		Help: "The number of files with suffix",
+	}, []string{})
+)
+
+func main() {
+	var scannerPath string
+	var scannerSuffix string
+	flag.StringVar(&scannerPath, "scanner-path", "-", "file scanner path")
+	flag.StringVar(&scannerSuffix, "scanner-suffix", "", "file scanner suffix")
+	flag.Parse()
+	if scannerPath != "-" {
+		fileScanner(scannerPath, scannerSuffix)
+	}
+
+	dbSrc := "kb.sqlite3"
+	db, err := sql.Open("sqlite3", dbSrc)
+	if err != nil {
+		fmt.Printf("Can't open %s\n", dbSrc)
+		return
+	}
+
+	dropTableMetric := "drop table metric"
+	dropTableMetricValue := "drop table metric_value"
+	_, err = db.Exec(dropTableMetric)
+	if err != nil {
+		println(err)
+	}
+	_, err = db.Exec(dropTableMetricValue)
+	if err != nil {
+		println(err)
+	}
+	createTableMetric := "create table if not exists metric(id int primary key, `name` text, label text, note text, last_time timestamp)"
+	createTableMetricValue := "create table if not exists metric_value(id int primary key, metric_id int, label_value text, `value` float, last_time timestamp)"
+	_, err = db.Exec(createTableMetric)
+	if err != nil {
+		println(err)
+	}
+	_, err = db.Exec(createTableMetricValue)
+	if err != nil {
+		println(err)
+	}
+
+	// Create a new registry.
+	reg := prometheus.NewRegistry()
+	recordTaskNumM(db)
+	recordTaskSampleMStatusM(db)
+	recordKnownTasks(db)
+	recordTaskRelationShip(db)
+	recordTaskStatus(db)
+	customMetrics(db, reg)
+
+	// Add Go module build info.
+	reg.MustRegister(opsKnowTaskNum)
+	reg.MustRegister(opsTaskSampleNum)
+	reg.MustRegister(opsTaskTaskNum)
+	reg.MustRegister(opsTaskRelationShip)
+	reg.MustRegister(opsTaskStatus)
+	reg.MustRegister(opsDeployStatus)
+	reg.MustRegister(opsFilesSuffixNum)
+
+	// Expose the registered metrics via HTTP.
+	http.Handle("/metrics", promhttp.HandlerFor(
+		reg,
+		promhttp.HandlerOpts{
+			// Opt into OpenMetrics to support exemplars.
+			EnableOpenMetrics: true,
+		},
+	))
+	log.Fatal(http.ListenAndServe(*addr, nil))
+}

components/dashboard/grafana/dashboards/Algorithm Metrics(Federated Learning).json

@@ -0,0 +1,419 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "target": {
+          "limit": 100,
+          "matchAny": false,
+          "tags": [],
+          "type": "dashboard"
+        },
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 5,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "collapsed": false,
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 24,
+      "panels": [],
+      "title": "Algorithm Metrics (Federated Learning)",
+      "type": "row"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "custom": {
+            "align": "auto",
+            "displayMode": "auto",
+            "inspect": false
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": [
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "namespace"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 94
+              }
+            ]
+          }
+        ]
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 24,
+        "x": 0,
+        "y": 1
+      },
+      "id": 20,
+      "options": {
+        "footer": {
+          "fields": "",
+          "reducer": [
+            "sum"
+          ],
+          "show": false
+        },
+        "showHeader": true,
+        "sortBy": []
+      },
+      "pluginVersion": "9.0.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "exemplar": false,
+          "expr": "kube_sedna_io_v1alpha1_FederatedLearningJob_TrainNodesInfo{name=\"$AI_task_name\"}",
+          "format": "table",
+          "instant": true,
+          "legendFormat": "__auto",
+          "range": false,
+          "refId": "A"
+        }
+      ],
+      "title": "Train Nodes",
+      "transformations": [
+        {
+          "id": "organize",
+          "options": {
+            "excludeByName": {
+              "Time": true,
+              "Value": true,
+              "__name__": true,
+              "app_kubernetes_io_component": true,
+              "app_kubernetes_io_instance": true,
+              "app_kubernetes_io_managed_by": true,
+              "app_kubernetes_io_name": true,
+              "app_kubernetes_io_part_of": true,
+              "app_kubernetes_io_version": true,
+              "datasetName": true,
+              "datasetUrl": true,
+              "helm_sh_chart": true,
+              "instance": true,
+              "job": true,
+              "node": true,
+              "service": true
+            },
+            "indexByName": {},
+            "renameByName": {
+              "name": "task name"
+            }
+          }
+        }
+      ],
+      "type": "table"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "custom": {
+            "align": "auto",
+            "displayMode": "auto",
+            "inspect": false
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": [
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "nodeName"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 98
+              }
+            ]
+          },
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "url"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 99
+              }
+            ]
+          }
+        ]
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 24,
+        "x": 0,
+        "y": 9
+      },
+      "id": 19,
+      "options": {
+        "footer": {
+          "fields": "",
+          "reducer": [
+            "sum"
+          ],
+          "show": false
+        },
+        "frameIndex": 0,
+        "showHeader": true,
+        "sortBy": []
+      },
+      "pluginVersion": "9.0.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "exemplar": false,
+          "expr": "kube_sedna_io_v1alpha1_FederatedLearningJob_TrainNodesInfo{name=\"$AI_task_name\"}",
+          "format": "table",
+          "instant": true,
+          "legendFormat": "__auto",
+          "range": false,
+          "refId": "A"
+        },
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "exemplar": false,
+          "expr": "kube_sedna_io_v1alpha1_Dataset_numberOfSamples",
+          "format": "table",
+          "hide": false,
+          "instant": true,
+          "legendFormat": "__auto",
+          "range": false,
+          "refId": "B"
+        }
+      ],
+      "title": "Node Sample Num",
+      "transformations": [
+        {
+          "id": "seriesToColumns",
+          "options": {
+            "byField": "datasetName"
+          }
+        },
+        {
+          "id": "organize",
+          "options": {
+            "excludeByName": {
+              "Time": true,
+              "Time 1": true,
+              "Time 2": true,
+              "Value": true,
+              "Value #A": true,
+              "Value #B": false,
+              "__name__": true,
+              "__name__ 1": true,
+              "__name__ 2": true,
+              "app_kubernetes_io_component": true,
+              "app_kubernetes_io_component 1": true,
+              "app_kubernetes_io_component 2": true,
+              "app_kubernetes_io_instance": true,
+              "app_kubernetes_io_instance 1": true,
+              "app_kubernetes_io_instance 2": true,
+              "app_kubernetes_io_managed_by": true,
+              "app_kubernetes_io_managed_by 1": true,
+              "app_kubernetes_io_managed_by 2": true,
+              "app_kubernetes_io_name": true,
+              "app_kubernetes_io_name 1": true,
+              "app_kubernetes_io_name 2": true,
+              "app_kubernetes_io_part_of": true,
+              "app_kubernetes_io_part_of 1": true,
+              "app_kubernetes_io_part_of 2": true,
+              "app_kubernetes_io_version": true,
+              "app_kubernetes_io_version 2": true,
+              "crd_type": true,
+              "crd_type 1": true,
+              "crd_type 2": true,
+              "datasetUrl": false,
+              "helm_sh_chart": true,
+              "helm_sh_chart 1": true,
+              "helm_sh_chart 2": true,
+              "instance": true,
+              "instance 1": true,
+              "instance 2": true,
+              "job": true,
+              "job 1": true,
+              "job 2": true,
+              "namespace 1": true,
+              "namespace 2": true,
+              "node": true,
+              "node 1": true,
+              "node 2": true,
+              "service": true,
+              "service 1": true,
+              "service 2": true
+            },
+            "indexByName": {
+              "Time": 3,
+              "Value": 18,
+              "__name__": 4,
+              "app_kubernetes_io_component": 5,
+              "app_kubernetes_io_instance": 6,
+              "app_kubernetes_io_managed_by": 7,
+              "app_kubernetes_io_name": 8,
+              "app_kubernetes_io_part_of": 9,
+              "app_kubernetes_io_version": 10,
+              "crd_type": 11,
+              "datasetUrl": 12,
+              "helm_sh_chart": 13,
+              "instance": 14,
+              "job": 15,
+              "name": 1,
+              "namespace": 0,
+              "node": 16,
+              "nodeName": 2,
+              "service": 17
+            },
+            "renameByName": {
+              "Value #B": "NumberOfSamples",
+              "name": "task name",
+              "name 2": "name",
+              "service": "",
+              "url": ""
+            }
+          }
+        },
+        {
+          "id": "filterByValue",
+          "options": {
+            "filters": [
+              {
+                "config": {
+                  "id": "isNotNull",
+                  "options": {}
+                },
+                "fieldName": "task name"
+              }
+            ],
+            "match": "any",
+            "type": "include"
+          }
+        }
+      ],
+      "type": "table"
+    }
+  ],
+  "refresh": "30s",
+  "schemaVersion": 36,
+  "style": "dark",
+  "tags": [],
+  "templating": {
+    "list": [
+      {
+        "current": {
+          "selected": false,
+          "text": "surface-defect-detection",
+          "value": "surface-defect-detection"
+        },
+        "datasource": {
+          "type": "prometheus",
+          "name": "Prometheus"
+        },
+        "definition": "label_values(kube_sedna_io_v1alpha1_FederatedLearningJob_StageConditionStatus, name)",
+        "hide": 0,
+        "includeAll": false,
+        "label": "AI Task Name",
+        "multi": false,
+        "name": "AI_task_name",
+        "options": [],
+        "query": {
+          "query": "label_values(kube_sedna_io_v1alpha1_FederatedLearningJob_StageConditionStatus, name)",
+          "refId": "StandardVariableQuery"
+        },
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "type": "query"
+      }
+    ]
+  },
+  "time": {
+    "from": "now-6h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "",
+  "title": "Algorithm Metrics(Federated Learning)",
+  "uid": "fzfVlS74z",
+  "version": 4,
+  "weekStart": ""
+}

components/dashboard/grafana/dashboards/Algorithm Metrics(Joint Inference).json

@@ -0,0 +1,274 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "target": {
+          "limit": 100,
+          "matchAny": false,
+          "tags": [],
+          "type": "dashboard"
+        },
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 3,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "collapsed": false,
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 33,
+      "panels": [],
+      "title": "Algorithm Metrics (Joint Inference)",
+      "type": "row"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 0,
+        "y": 1
+      },
+      "id": 35,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "9.0.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "expr": "JointInference_InferenceCount{type=\"Edge\"}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "EdgeInferenceCount",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 8,
+        "y": 1
+      },
+      "id": 37,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "9.0.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "expr": "JointInference_InferenceCount{type=\"Cloud\"}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "CloudInferenceCount",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 16,
+        "y": 1
+      },
+      "id": 36,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "9.0.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "name": "Prometheus"
+          },
+          "editorMode": "builder",
+          "expr": "JointInference_InferenceCount{type=\"Cloud\"}",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "HardSampleNum",
+      "type": "stat"
+    }
+  ],
+  "refresh": "30s",
+  "schemaVersion": 36,
+  "style": "dark",
+  "tags": [],
+  "templating": {
+    "list": [
+      {
+        "current": {
+          "selected": false,
+          "text": "helmet-detection-inference-example",
+          "value": "helmet-detection-inference-example"
+        },
+        "datasource": {
+          "type": "prometheus",
+          "name": "Prometheus"
+        },
+        "definition": "label_values(kube_sedna_io_v1alpha1_JointInferenceService_StageConditionStatus, name)",
+        "hide": 0,
+        "includeAll": false,
+        "label": "AI Task Name",
+        "multi": false,
+        "name": "AI_task_name",
+        "options": [],
+        "query": {
+          "query": "label_values(kube_sedna_io_v1alpha1_JointInferenceService_StageConditionStatus, name)",
+          "refId": "StandardVariableQuery"
+        },
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "sort": 0,
+        "type": "query"
+      }
+    ]
+  },
+  "time": {
+    "from": "now-6h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "",
+  "title": "Algorithm Metrics(Joint Inference)",
+  "uid": "vTS0QS7Vk",
+  "version": 3,
+  "weekStart": ""
+}

components/dashboard/grafana/dashboards/Common System Metrics.json

@@ -0,0 +1,994 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "target": {
+          "limit": 100,
+          "matchAny": false,
+          "tags": [],
+          "type": "dashboard"
+        },
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 2,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "collapsed": false,
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 8,
+      "panels": [],
+      "title": "Common System Metrics",
+      "type": "row"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "name": "Prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "custom": {
+            "align": "auto",
+            "displayMode": "color-background",
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+  "weekStart": ""
+}

components/dashboard/grafana/dashboards/lifelonglearningjob.json

@@ -0,0 +1,935 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": "-- Grafana --",
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "target": {
+          "limit": 100,
+          "matchAny": false,
+          "tags": [],
+          "type": "dashboard"
+        },
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "id": 1,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [
+            {
+              "options": {
+                "0": {
+                  "color": "red",
+                  "index": 0,
+                  "text": "offline"
+                },
+                "1": {
+                  "color": "green",
+                  "index": 1,
+                  "text": "current"
+                }
+              },
+              "type": "value"
+            }
+          ],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 5,
+        "w": 12,
+        "x": 0,
+        "y": 0
+      },
+      "id": 8,
+      "options": {
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "showThresholdLabels": false,
+        "showThresholdMarkers": true,
+        "text": {}
+      },
+      "pluginVersion": "8.3.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "task_status",
+          "interval": "",
+          "legendFormat": "task-{{task_id}}",
+          "refId": "A"
+        }
+      ],
+      "title": "Model deploy status",
+      "type": "gauge"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "mappings": [
+            {
+              "options": {
+                "0": {
+                  "color": "green",
+                  "index": 0,
+                  "text": "Waiting"
+                },
+                "1": {
+                  "color": "dark-purple",
+                  "index": 1,
+                  "text": "Deployed"
+                }
+              },
+              "type": "value"
+            }
+          ],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "orange",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 5,
+        "w": 12,
+        "x": 12,
+        "y": 0
+      },
+      "id": 14,
+      "options": {
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "showThresholdLabels": false,
+        "showThresholdMarkers": true
+      },
+      "pluginVersion": "8.3.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "deploy_status",
+          "interval": "",
+          "legendFormat": "{{name}}",
+          "refId": "A"
+        }
+      ],
+      "title": "Deploy status",
+      "type": "gauge"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 7,
+        "w": 7,
+        "x": 0,
+        "y": 5
+      },
+      "id": 4,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "task_num",
+          "interval": "",
+          "legendFormat": "task-{{id}}-{{attr}}",
+          "refId": "A"
+        }
+      ],
+      "title": "Task num",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 7,
+        "w": 8,
+        "x": 7,
+        "y": 5
+      },
+      "id": 2,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "know_task_num",
+          "interval": "",
+          "legendFormat": "total",
+          "refId": "A"
+        }
+      ],
+      "title": "Deployed model num",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 7,
+        "w": 9,
+        "x": 15,
+        "y": 5
+      },
+      "id": 6,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "pluginVersion": "8.3.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "task_sample_num",
+          "interval": "",
+          "legendFormat": "task-{{id}}",
+          "refId": "A"
+        }
+      ],
+      "title": "Task sample num",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 12
+      },
+      "id": 10,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "task_relation_ship",
+          "interval": "",
+          "legendFormat": "grp-{{grp_id}}-task-{{task_id}}",
+          "refId": "A"
+        }
+      ],
+      "title": "Task relationship",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "custom": {
+            "align": "center",
+            "displayMode": "color-text"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": [
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "task_id"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 69
+              }
+            ]
+          }
+        ]
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 12
+      },
+      "id": 12,
+      "options": {
+        "footer": {
+          "fields": "",
+          "reducer": [
+            "sum"
+          ],
+          "show": false
+        },
+        "showHeader": true,
+        "sortBy": []
+      },
+      "pluginVersion": "8.3.5",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": false,
+          "expr": "task_status",
+          "format": "table",
+          "instant": true,
+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "title": "Model URL",
+      "transformations": [
+        {
+          "id": "organize",
+          "options": {
+            "excludeByName": {
+              "Time": true,
+              "Value": true,
+              "__name__": true,
+              "instance": true,
+              "job": true,
+              "namespace": true,
+              "pod": true,
+              "pod_template_hash": true,
+              "sedna": true
+            },
+            "indexByName": {
+              "Time": 1,
+              "Value": 10,
+              "__name__": 2,
+              "instance": 3,
+              "job": 4,
+              "model_url": 5,
+              "namespace": 6,
+              "pod": 7,
+              "pod_template_hash": 8,
+              "sedna": 9,
+              "task_id": 0
+            },
+            "renameByName": {}
+          }
+        }
+      ],
+      "type": "table"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 0,
+        "y": 20
+      },
+      "id": 16,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "Precision{}",
+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "title": "Precision",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 8,
+        "y": 20
+      },
+      "id": 17,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "Recall{}",
+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "title": "Recall",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 8,
+        "x": 16,
+        "y": 20
+      },
+      "id": 18,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom"
+        },
+        "tooltip": {
+          "mode": "single"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "PBFA97CFB590B2093"
+          },
+          "exemplar": true,
+          "expr": "files_with_suffix_num{}",
+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "title": "File nums",
+      "type": "timeseries"
+    }
+  ],
+  "refresh": false,
+  "schemaVersion": 34,
+  "style": "dark",
+  "tags": [],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-30m",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "",
+  "title": "lifelonglearning-dashboard",
+  "uid": "ONnc8eGVk",
+  "version": 3,
+  "weekStart": ""
+}

components/dashboard/grafana/values.yaml

@@ -0,0 +1,955 @@
+rbac:
+  create: true
+  ## Use an existing ClusterRole/Role (depending on rbac.namespaced false/true)
+  # useExistingRole: name-of-some-(cluster)role
+  pspEnabled: true
+  pspUseAppArmor: true
+  namespaced: false
+  extraRoleRules: []
+  # - apiGroups: []
+  #   resources: []
+  #   verbs: []
+  extraClusterRoleRules: []
+  # - apiGroups: []
+  #   resources: []
+  #   verbs: []
+serviceAccount:
+  create: true
+  name:
+  nameTest:
+## Service account annotations. Can be templated.
+#  annotations:
+#    eks.amazonaws.com/role-arn: arn:aws:iam::123456789000:role/iam-role-name-here
+  autoMount: true
+
+replicas: 1
+
+## Create a headless service for the deployment
+headlessService: false
+
+## Create HorizontalPodAutoscaler object for deployment type
+#
+autoscaling:
+  enabled: false
+#   minReplicas: 1
+#   maxReplicas: 10
+#   metrics:
+#   - type: Resource
+#     resource:
+#       name: cpu
+#       targetAverageUtilization: 60
+#   - type: Resource
+#     resource:
+#       name: memory
+#       targetAverageUtilization: 60
+
+## See `kubectl explain poddisruptionbudget.spec` for more
+## ref: https://kubernetes.io/docs/tasks/run-application/configure-pdb/
+podDisruptionBudget: {}
+#  minAvailable: 1
+#  maxUnavailable: 1
+
+## See `kubectl explain deployment.spec.strategy` for more
+## ref: https://kubernetes.io/docs/concepts/workloads/controllers/deployment/#strategy
+deploymentStrategy:
+  type: RollingUpdate
+
+readinessProbe:
+  httpGet:
+    path: /api/health
+    port: 3000
+
+livenessProbe:
+  httpGet:
+    path: /api/health
+    port: 3000
+  initialDelaySeconds: 60
+  timeoutSeconds: 30
+  failureThreshold: 10
+
+## Use an alternate scheduler, e.g. "stork".
+## ref: https://kubernetes.io/docs/tasks/administer-cluster/configure-multiple-schedulers/
+##
+# schedulerName: "default-scheduler"
+
+image:
+  repository: grafana/grafana
+  # Overrides the Grafana image tag whose default is the chart appVersion
+  tag: ""
+  sha: ""
+  pullPolicy: IfNotPresent
+
+  ## Optionally specify an array of imagePullSecrets.
+  ## Secrets must be manually created in the namespace.
+  ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
+  ## Can be templated.
+  ##
+  # pullSecrets:
+  #   - myRegistrKeySecretName
+
+testFramework:
+  enabled: true
+  image: "bats/bats"
+  tag: "v1.4.1"
+  imagePullPolicy: IfNotPresent
+  securityContext: {}
+
+securityContext:
+  runAsUser: 472
+  runAsGroup: 472
+  fsGroup: 472
+
+containerSecurityContext:
+  {}
+
+# Enable creating the grafana configmap
+createConfigmap: true
+
+# Extra configmaps to mount in grafana pods
+# Values are templated.
+extraConfigmapMounts: []
+  # - name: certs-configmap
+  #   mountPath: /etc/grafana/ssl/
+  #   subPath: certificates.crt # (optional)
+  #   configMap: certs-configmap
+  #   readOnly: true
+
+
+extraEmptyDirMounts: []
+  # - name: provisioning-notifiers
+  #   mountPath: /etc/grafana/provisioning/notifiers
+
+
+# Apply extra labels to common labels.
+extraLabels: {}
+
+## Assign a PriorityClassName to pods if set
+# priorityClassName:
+
+downloadDashboardsImage:
+  repository: curlimages/curl
+  tag: 7.73.0
+  sha: ""
+  pullPolicy: IfNotPresent
+
+downloadDashboards:
+  env: {}
+  envFromSecret: ""
+  resources: {}
+
+## Pod Annotations
+# podAnnotations: {}
+
+## Pod Labels
+# podLabels: {}
+
+podPortName: grafana
+
+## Deployment annotations
+# annotations: {}
+
+## Expose the grafana service to be accessed from outside the cluster (LoadBalancer service).
+## or access it from within the cluster (ClusterIP service). Set the service type and the port to serve it.
+## ref: http://kubernetes.io/docs/user-guide/services/
+##
+service:
+  enabled: true
+  type: NodePort
+  port: 80
+  targetPort: 3000
+  nodePort: 31000
+    # targetPort: 4181 To be used with a proxy extraContainer
+  annotations: {}
+  labels: {}
+  portName: service
+  # Adds the appProtocol field to the service. This allows to work with istio protocol selection. Ex: "http" or "tcp"
+  appProtocol: ""
+
+serviceMonitor:
+  ## If true, a ServiceMonitor CRD is created for a prometheus operator
+  ## https://github.com/coreos/prometheus-operator
+  ##
+  enabled: false
+  path: /metrics
+  #  namespace: monitoring  (defaults to use the namespace this chart is deployed to)
+  labels: {}
+  interval: 1m
+  scheme: http
+  tlsConfig: {}
+  scrapeTimeout: 30s
+  relabelings: []
+
+extraExposePorts: []
+ # - name: keycloak
+ #   port: 8080
+ #   targetPort: 8080
+ #   type: ClusterIP
+
+# overrides pod.spec.hostAliases in the grafana deployment's pods
+hostAliases: []
+  # - ip: "1.2.3.4"
+  #   hostnames:
+  #     - "my.host.com"
+
+ingress:
+  enabled: false
+  # For Kubernetes >= 1.18 you should specify the ingress-controller via the field ingressClassName
+  # See https://kubernetes.io/blog/2020/04/02/improvements-to-the-ingress-api-in-kubernetes-1.18/#specifying-the-class-of-an-ingress
+  # ingressClassName: nginx
+  # Values can be templated
+  annotations: {}
+    # kubernetes.io/ingress.class: nginx
+    # kubernetes.io/tls-acme: "true"
+  labels: {}
+  path: /
+
+  # pathType is only for k8s >= 1.1=
+  pathType: Prefix
+
+  hosts:
+    - chart-example.local
+  ## Extra paths to prepend to every host configuration. This is useful when working with annotation based services.
+  extraPaths: []
+  # - path: /*
+  #   backend:
+  #     serviceName: ssl-redirect
+  #     servicePort: use-annotation
+  ## Or for k8s > 1.19
+  # - path: /*
+  #   pathType: Prefix
+  #   backend:
+  #     service:
+  #       name: ssl-redirect
+  #       port:
+  #         name: use-annotation
+
+
+  tls: []
+  #  - secretName: chart-example-tls
+  #    hosts:
+  #      - chart-example.local
+
+resources: {}
+#  limits:
+#    cpu: 100m
+#    memory: 128Mi
+#  requests:
+#    cpu: 100m
+#    memory: 128Mi
+
+## Node labels for pod assignment
+## ref: https://kubernetes.io/docs/user-guide/node-selection/
+#
+nodeSelector: {labelName: master}
+
+## Tolerations for pod assignment
+## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
+##
+tolerations: []
+
+## Affinity for pod assignment (evaluated as template)
+## ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/#affinity-and-anti-affinity
+##
+affinity: {}
+
+## Additional init containers (evaluated as template)
+## ref: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/
+##
+extraInitContainers: []
+
+## Enable an Specify container in extraContainers. This is meant to allow adding an authentication proxy to a grafana pod
+extraContainers: ""
+# extraContainers: |
+# - name: proxy
+#   image: quay.io/gambol99/keycloak-proxy:latest
+#   args:
+#   - -provider=github
+#   - -client-id=
+#   - -client-secret=
+#   - -github-org=<ORG_NAME>
+#   - -email-domain=*
+#   - -cookie-secret=
+#   - -http-address=http://0.0.0.0:4181
+#   - -upstream-url=http://127.0.0.1:3000
+#   ports:
+#     - name: proxy-web
+#       containerPort: 4181
+
+## Volumes that can be used in init containers that will not be mounted to deployment pods
+extraContainerVolumes: []
+#  - name: volume-from-secret
+#    secret:
+#      secretName: secret-to-mount
+#  - name: empty-dir-volume
+#    emptyDir: {}
+
+## Enable persistence using Persistent Volume Claims
+## ref: http://kubernetes.io/docs/user-guide/persistent-volumes/
+##
+persistence:
+  type: pvc
+  enabled: false
+  # storageClassName: default
+  accessModes:
+    - ReadWriteOnce
+  size: 10Gi
+  # annotations: {}
+  finalizers:
+    - kubernetes.io/pvc-protection
+  # selectorLabels: {}
+  ## Sub-directory of the PV to mount. Can be templated.
+  # subPath: ""
+  ## Name of an existing PVC. Can be templated.
+  # existingClaim:
+
+  ## If persistence is not enabled, this allows to mount the
+  ## local storage in-memory to improve performance
+  ##
+  inMemory:
+    enabled: false
+    ## The maximum usage on memory medium EmptyDir would be
+    ## the minimum value between the SizeLimit specified
+    ## here and the sum of memory limits of all containers in a pod
+    ##
+    # sizeLimit: 300Mi
+
+initChownData:
+  ## If false, data ownership will not be reset at startup
+  ## This allows the prometheus-server to be run with an arbitrary user
+  ##
+  enabled: true
+
+  ## initChownData container image
+  ##
+  image:
+    repository: busybox
+    tag: "1.31.1"
+    sha: ""
+    pullPolicy: IfNotPresent
+
+  ## initChownData resource requests and limits
+  ## Ref: http://kubernetes.io/docs/user-guide/compute-resources/
+  ##
+  resources: {}
+  #  limits:
+  #    cpu: 100m
+  #    memory: 128Mi
+  #  requests:
+  #    cpu: 100m
+  #    memory: 128Mi
+
+
+# Administrator credentials when not using an existing secret (see below)
+adminUser: admin
+# adminPassword: strongpassword
+
+# Use an existing secret for the admin user.
+admin:
+  ## Name of the secret. Can be templated.
+  existingSecret: ""
+  userKey: admin-user
+  passwordKey: admin-password
+
+## Define command to be executed at startup by grafana container
+## Needed if using `vault-env` to manage secrets (ref: https://banzaicloud.com/blog/inject-secrets-into-pods-vault/)
+## Default is "run.sh" as defined in grafana's Dockerfile
+# command:
+# - "sh"
+# - "/run.sh"
+
+## Use an alternate scheduler, e.g. "stork".
+## ref: https://kubernetes.io/docs/tasks/administer-cluster/configure-multiple-schedulers/
+##
+# schedulerName:
+
+## Extra environment variables that will be pass onto deployment pods
+##
+## to provide grafana with access to CloudWatch on AWS EKS:
+## 1. create an iam role of type "Web identity" with provider oidc.eks.* (note the provider for later)
+## 2. edit the "Trust relationships" of the role, add a line inside the StringEquals clause using the
+## same oidc eks provider as noted before (same as the existing line)
+## also, replace NAMESPACE and prometheus-operator-grafana with the service account namespace and name
+##
+##  "oidc.eks.us-east-1.amazonaws.com/id/XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX:sub": "system:serviceaccount:NAMESPACE:prometheus-operator-grafana",
+##
+## 3. attach a policy to the role, you can use a built in policy called CloudWatchReadOnlyAccess
+## 4. use the following env: (replace 123456789000 and iam-role-name-here with your aws account number and role name)
+##
+## env:
+##   AWS_ROLE_ARN: arn:aws:iam::123456789000:role/iam-role-name-here
+##   AWS_WEB_IDENTITY_TOKEN_FILE: /var/run/secrets/eks.amazonaws.com/serviceaccount/token
+##   AWS_REGION: us-east-1
+##
+## 5. uncomment the EKS section in extraSecretMounts: below
+## 6. uncomment the annotation section in the serviceAccount: above
+## make sure to replace arn:aws:iam::123456789000:role/iam-role-name-here with your role arn
+
+env: {}
+
+## "valueFrom" environment variable references that will be added to deployment pods. Name is templated.
+## ref: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.19/#envvarsource-v1-core
+## Renders in container spec as:
+##   env:
+##     ...
+##     - name: <key>
+##       valueFrom:
+##         <value rendered as YAML>
+envValueFrom: {}
+  #  ENV_NAME:
+  #    configMapKeyRef:
+  #      name: configmap-name
+  #      key: value_key
+
+## The name of a secret in the same kubernetes namespace which contain values to be added to the environment
+## This can be useful for auth tokens, etc. Value is templated.
+envFromSecret: ""
+
+## Sensible environment variables that will be rendered as new secret object
+## This can be useful for auth tokens, etc
+envRenderSecret: {}
+
+## The names of secrets in the same kubernetes namespace which contain values to be added to the environment
+## Each entry should contain a name key, and can optionally specify whether the secret must be defined with an optional key.
+## Name is templated.
+envFromSecrets: []
+## - name: secret-name
+##   optional: true
+
+## The names of conifgmaps in the same kubernetes namespace which contain values to be added to the environment
+## Each entry should contain a name key, and can optionally specify whether the configmap must be defined with an optional key.
+## Name is templated.
+## ref: https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.23/#configmapenvsource-v1-core
+envFromConfigMaps: []
+## - name: configmap-name
+##   optional: true
+
+# Inject Kubernetes services as environment variables.
+# See https://kubernetes.io/docs/concepts/services-networking/connect-applications-service/#environment-variables
+enableServiceLinks: true
+
+## Additional grafana server secret mounts
+# Defines additional mounts with secrets. Secrets must be manually created in the namespace.
+extraSecretMounts: []
+  # - name: secret-files
+  #   mountPath: /etc/secrets
+  #   secretName: grafana-secret-files
+  #   readOnly: true
+  #   subPath: ""
+  #
+  # for AWS EKS (cloudwatch) use the following (see also instruction in env: above)
+  # - name: aws-iam-token
+  #   mountPath: /var/run/secrets/eks.amazonaws.com/serviceaccount
+  #   readOnly: true
+  #   projected:
+  #     defaultMode: 420
+  #     sources:
+  #       - serviceAccountToken:
+  #           audience: sts.amazonaws.com
+  #           expirationSeconds: 86400
+  #           path: token
+  #
+  # for CSI e.g. Azure Key Vault use the following
+  # - name: secrets-store-inline
+  #  mountPath: /run/secrets
+  #  readOnly: true
+  #  csi:
+  #    driver: secrets-store.csi.k8s.io
+  #    readOnly: true
+  #    volumeAttributes:
+  #      secretProviderClass: "akv-grafana-spc"
+  #    nodePublishSecretRef:                       # Only required when using service principal mode
+  #       name: grafana-akv-creds                  # Only required when using service principal mode
+
+## Additional grafana server volume mounts
+# Defines additional volume mounts.
+extraVolumeMounts: []
+  # - name: extra-volume-0
+  #   mountPath: /mnt/volume0
+  #   readOnly: true
+  #   existingClaim: volume-claim
+  # - name: extra-volume-1
+  #   mountPath: /mnt/volume1
+  #   readOnly: true
+  #   hostPath: /usr/shared/
+
+## Container Lifecycle Hooks. Execute a specific bash command or make an HTTP request
+lifecycleHooks: {}
+  # postStart:
+  #   exec:
+  #     command: []
+
+## Pass the plugins you want installed as a list.
+##
+plugins: []
+  # - digrich-bubblechart-panel
+  # - grafana-clock-panel
+
+## Configure grafana datasources
+## ref: http://docs.grafana.org/administration/provisioning/#datasources
+##
+datasources:
+  datasources.yaml:
+    apiVersion: 1
+    datasources:
+    - name: Prometheus
+      type: prometheus
+      url: http://prometheus-server.default:80
+      access: proxy
+      isDefault: true
+    - name: Loki
+      type: loki
+      url: http://loki.default:3100
+      access: proxy
+      isDefault: false
+#    - name: CloudWatch
+#      type: cloudwatch
+#      access: proxy
+#      uid: cloudwatch
+#      editable: false
+#      jsonData:
+#        authType: default
+#        defaultRegion: us-east-1
+
+## Configure notifiers
+## ref: http://docs.grafana.org/administration/provisioning/#alert-notification-channels
+##
+notifiers: {}
+#  notifiers.yaml:
+#    notifiers:
+#    - name: email-notifier
+#      type: email
+#      uid: email1
+#      # either:
+#      org_id: 1
+#      # or
+#      org_name: Main Org.
+#      is_default: true
+#      settings:
+#        addresses: an_email_address@example.com
+#    delete_notifiers:
+
+## Configure grafana dashboard providers
+## ref: http://docs.grafana.org/administration/provisioning/#dashboards
+##
+## `path` must be /var/lib/grafana/dashboards/<provider_name>
+##
+dashboardProviders: 
+  dashboardproviders.yaml:
+    apiVersion: 1
+    providers:
+    - name: 'sedna'
+      orgId: 1
+      folder: ''
+      type: file
+      disableDeletion: false
+      editable: true
+      allowUiUpdates: true
+      options:
+        path: /var/lib/grafana/dashboards/sedna
+
+## Configure grafana dashboard to import
+## NOTE: To use dashboards you must also enable/configure dashboardProviders
+## ref: https://grafana.com/dashboards
+##
+## dashboards per provider, use provider name as key.
+##
+dashboards:
+  sedna:
+    common-system-dashboard:
+      file: dashboards/Common System Metrics.json
+    algorithm-metrics-joint-inference-dashboard:
+      file: dashboards/Algorithm Metrics(Joint Inference).json
+    algorithm-metrics-incremental-learning-dashboard:
+      file: dashboards/Algorithm Metrics(Incremental Learning).json
+    algorithm-metrics-federated-learning-dashboard:
+      file: dashboards/Algorithm Metrics(Federated Learning).json
+  # default:
+  #   some-dashboard:
+  #     json: |
+  #       $RAW_JSON
+  #   custom-dashboard:
+  #     file: dashboards/custom-dashboard.json
+  #   prometheus-stats:
+  #     gnetId: 2
+  #     revision: 2
+  #     datasource: Prometheus
+  #   local-dashboard:
+  #     url: https://example.com/repository/test.json
+  #     token: ''
+  #   local-dashboard-base64:
+  #     url: https://example.com/repository/test-b64.json
+  #     token: ''
+  #     b64content: true
+  #   local-dashboard-gitlab:
+  #     url: https://example.com/repository/test-gitlab.json
+  #     gitlabToken: ''
+
+## Reference to external ConfigMap per provider. Use provider name as key and ConfigMap name as value.
+## A provider dashboards must be defined either by external ConfigMaps or in values.yaml, not in both.
+## ConfigMap data example:
+##
+## data:
+##   example-dashboard.json: |
+##     RAW_JSON
+##
+dashboardsConfigMaps: {}
+#  default: ""
+
+## Grafana's primary configuration
+## NOTE: values in map will be converted to ini format
+## ref: http://docs.grafana.org/installation/configuration/
+##
+grafana.ini:
+  paths:
+    data: /var/lib/grafana/
+    logs: /var/log/grafana
+    plugins: /var/lib/grafana/plugins
+    provisioning: /etc/grafana/provisioning
+  analytics:
+    check_for_updates: true
+  log:
+    mode: console
+  grafana_net:
+    url: https://grafana.net
+  server:
+    domain: "{{ if (and .Values.ingress.enabled .Values.ingress.hosts) }}{{ .Values.ingress.hosts | first }}{{ end }}"
+## grafana Authentication can be enabled with the following values on grafana.ini
+ # server:
+      # The full public facing url you use in browser, used for redirects and emails
+ #    root_url:
+ # https://grafana.com/docs/grafana/latest/auth/github/#enable-github-in-grafana
+ # auth.github:
+ #    enabled: false
+ #    allow_sign_up: false
+ #    scopes: user:email,read:org
+ #    auth_url: https://github.com/login/oauth/authorize
+ #    token_url: https://github.com/login/oauth/access_token
+ #    api_url: https://api.github.com/user
+ #    team_ids:
+ #    allowed_organizations:
+ #    client_id:
+ #    client_secret:
+## LDAP Authentication can be enabled with the following values on grafana.ini
+## NOTE: Grafana will fail to start if the value for ldap.toml is invalid
+  # auth.ldap:
+  #   enabled: true
+  #   allow_sign_up: true
+  #   config_file: /etc/grafana/ldap.toml
+
+## Grafana's LDAP configuration
+## Templated by the template in _helpers.tpl
+## NOTE: To enable the grafana.ini must be configured with auth.ldap.enabled
+## ref: http://docs.grafana.org/installation/configuration/#auth-ldap
+## ref: http://docs.grafana.org/installation/ldap/#configuration
+ldap:
+  enabled: false
+  # `existingSecret` is a reference to an existing secret containing the ldap configuration
+  # for Grafana in a key `ldap-toml`.
+  existingSecret: ""
+  # `config` is the content of `ldap.toml` that will be stored in the created secret
+  config: ""
+  # config: |-
+  #   verbose_logging = true
+
+  #   [[servers]]
+  #   host = "my-ldap-server"
+  #   port = 636
+  #   use_ssl = true
+  #   start_tls = false
+  #   ssl_skip_verify = false
+  #   bind_dn = "uid=%s,ou=users,dc=myorg,dc=com"
+
+## Grafana's SMTP configuration
+## NOTE: To enable, grafana.ini must be configured with smtp.enabled
+## ref: http://docs.grafana.org/installation/configuration/#smtp
+smtp:
+  # `existingSecret` is a reference to an existing secret containing the smtp configuration
+  # for Grafana.
+  existingSecret: ""
+  userKey: "user"
+  passwordKey: "password"
+
+## Sidecars that collect the configmaps with specified label and stores the included files them into the respective folders
+## Requires at least Grafana 5 to work and can't be used together with parameters dashboardProviders, datasources and dashboards
+sidecar:
+  image:
+    repository: quay.io/kiwigrid/k8s-sidecar
+    tag: 1.19.2
+    sha: ""
+  imagePullPolicy: IfNotPresent
+  resources: {}
+#   limits:
+#     cpu: 100m
+#     memory: 100Mi
+#   requests:
+#     cpu: 50m
+#     memory: 50Mi
+  securityContext: {}
+  # skipTlsVerify Set to true to skip tls verification for kube api calls
+  # skipTlsVerify: true
+  enableUniqueFilenames: false
+  readinessProbe: {}
+  livenessProbe: {}
+  # Log level. Can be one of: DEBUG, INFO, WARN, ERROR, CRITICAL.
+  logLevel: INFO
+  dashboards:
+    env: {}
+    enabled: false
+    SCProvider: true
+    # label that the configmaps with dashboards are marked with
+    label: grafana_dashboard
+    # value of label that the configmaps with dashboards are set to
+    labelValue: ""
+    # folder in the pod that should hold the collected dashboards (unless `defaultFolderName` is set)
+    folder: /tmp/dashboards
+    # The default folder name, it will create a subfolder under the `folder` and put dashboards in there instead
+    defaultFolderName: null
+    # Namespaces list. If specified, the sidecar will search for config-maps/secrets inside these namespaces.
+    # Otherwise the namespace in which the sidecar is running will be used.
+    # It's also possible to specify ALL to search in all namespaces.
+    searchNamespace: null
+    # Method to use to detect ConfigMap changes. With WATCH the sidecar will do a WATCH requests, with SLEEP it will list all ConfigMaps, then sleep for 60 seconds.
+    watchMethod: WATCH
+    # search in configmap, secret or both
+    resource: both
+    # If specified, the sidecar will look for annotation with this name to create folder and put graph here.
+    # You can use this parameter together with `provider.foldersFromFilesStructure`to annotate configmaps and create folder structure.
+    folderAnnotation: null
+    # Absolute path to shell script to execute after a configmap got reloaded
+    script: null
+    # watchServerTimeout: request to the server, asking it to cleanly close the connection after that.
+    # defaults to 60sec; much higher values like 3600 seconds (1h) are feasible for non-Azure K8S
+    # watchServerTimeout: 3600
+    #
+    # watchClientTimeout: is a client-side timeout, configuring your local socket.
+    # If you have a network outage dropping all packets with no RST/FIN,
+    # this is how long your client waits before realizing & dropping the connection.
+    # defaults to 66sec (sic!)
+    # watchClientTimeout: 60
+    #
+    # provider configuration that lets grafana manage the dashboards
+    provider:
+      # name of the provider, should be unique
+      name: sidecarProvider
+      # orgid as configured in grafana
+      orgid: 1
+      # folder in which the dashboards should be imported in grafana
+      folder: ''
+      # type of the provider
+      type: file
+      # disableDelete to activate a import-only behaviour
+      disableDelete: false
+      # allow updating provisioned dashboards from the UI
+      allowUiUpdates: false
+      # allow Grafana to replicate dashboard structure from filesystem
+      foldersFromFilesStructure: false
+    # Additional dashboard sidecar volume mounts
+    extraMounts: []
+    # Sets the size limit of the dashboard sidecar emptyDir volume
+    sizeLimit: {}
+  datasources:
+    enabled: false
+    # label that the configmaps with datasources are marked with
+    label: grafana_datasource
+    # value of label that the configmaps with datasources are set to
+    labelValue: ""
+    # If specified, the sidecar will search for datasource config-maps inside this namespace.
+    # Otherwise the namespace in which the sidecar is running will be used.
+    # It's also possible to specify ALL to search in all namespaces
+    searchNamespace: null
+    # Method to use to detect ConfigMap changes. With WATCH the sidecar will do a WATCH requests, with SLEEP it will list all ConfigMaps, then sleep for 60 seconds.
+    watchMethod: WATCH
+    # search in configmap, secret or both
+    resource: both
+    # Endpoint to send request to reload datasources
+    reloadURL: "http://localhost:3000/api/admin/provisioning/datasources/reload"
+    skipReload: false
+    # Deploy the datasource sidecar as an initContainer in addition to a container.
+    # This is needed if skipReload is true, to load any datasources defined at startup time.
+    initDatasources: false
+    # Sets the size limit of the datasource sidecar emptyDir volume
+    sizeLimit: {}
+  plugins:
+    enabled: false
+    # label that the configmaps with plugins are marked with
+    label: grafana_plugin
+    # value of label that the configmaps with plugins are set to
+    labelValue: ""
+    # If specified, the sidecar will search for plugin config-maps inside this namespace.
+    # Otherwise the namespace in which the sidecar is running will be used.
+    # It's also possible to specify ALL to search in all namespaces
+    searchNamespace: null
+    # Method to use to detect ConfigMap changes. With WATCH the sidecar will do a WATCH requests, with SLEEP it will list all ConfigMaps, then sleep for 60 seconds.
+    watchMethod: WATCH
+    # search in configmap, secret or both
+    resource: both
+    # Endpoint to send request to reload plugins
+    reloadURL: "http://localhost:3000/api/admin/provisioning/plugins/reload"
+    skipReload: false
+    # Deploy the datasource sidecar as an initContainer in addition to a container.
+    # This is needed if skipReload is true, to load any plugins defined at startup time.
+    initPlugins: false
+    # Sets the size limit of the plugin sidecar emptyDir volume
+    sizeLimit: {}
+  notifiers:
+    enabled: false
+    # label that the configmaps with notifiers are marked with
+    label: grafana_notifier
+    # If specified, the sidecar will search for notifier config-maps inside this namespace.
+    # Otherwise the namespace in which the sidecar is running will be used.
+    # It's also possible to specify ALL to search in all namespaces
+    searchNamespace: null
+    # search in configmap, secret or both
+    resource: both
+    # Sets the size limit of the notifier sidecar emptyDir volume
+    sizeLimit: {}
+
+## Override the deployment namespace
+##
+namespaceOverride: ""
+
+## Number of old ReplicaSets to retain
+##
+revisionHistoryLimit: 10
+
+## Add a seperate remote image renderer deployment/service
+imageRenderer:
+  # Enable the image-renderer deployment & service
+  enabled: false
+  replicas: 1
+  image:
+    # image-renderer Image repository
+    repository: grafana/grafana-image-renderer
+    # image-renderer Image tag
+    tag: latest
+    # image-renderer Image sha (optional)
+    sha: ""
+    # image-renderer ImagePullPolicy
+    pullPolicy: Always
+  # extra environment variables
+  env:
+    HTTP_HOST: "0.0.0.0"
+    # RENDERING_ARGS: --no-sandbox,--disable-gpu,--window-size=1280x758
+    # RENDERING_MODE: clustered
+    # IGNORE_HTTPS_ERRORS: true
+  # image-renderer deployment serviceAccount
+  serviceAccountName: ""
+  # image-renderer deployment securityContext
+  securityContext: {}
+  # image-renderer deployment Host Aliases
+  hostAliases: []
+  # image-renderer deployment priority class
+  priorityClassName: ''
+  service:
+    # Enable the image-renderer service
+    enabled: true
+    # image-renderer service port name
+    portName: 'http'
+    # image-renderer service port used by both service and deployment
+    port: 8081
+    targetPort: 8081
+    # Adds the appProtocol field to the image-renderer service. This allows to work with istio protocol selection. Ex: "http" or "tcp"
+    appProtocol: ""
+  # If https is enabled in Grafana, this needs to be set as 'https' to correctly configure the callback used in Grafana
+  grafanaProtocol: http
+  # In case a sub_path is used this needs to be added to the image renderer callback
+  grafanaSubPath: ""
+  # name of the image-renderer port on the pod
+  podPortName: http
+  # number of image-renderer replica sets to keep
+  revisionHistoryLimit: 10
+  networkPolicy:
+    # Enable a NetworkPolicy to limit inbound traffic to only the created grafana pods
+    limitIngress: true
+    # Enable a NetworkPolicy to limit outbound traffic to only the created grafana pods
+    limitEgress: false
+  resources: {}
+#   limits:
+#     cpu: 100m
+#     memory: 100Mi
+#   requests:
+#     cpu: 50m
+#     memory: 50Mi
+  ## Node labels for pod assignment
+  ## ref: https://kubernetes.io/docs/user-guide/node-selection/
+  #
+  nodeSelector: {}
+
+  ## Tolerations for pod assignment
+  ## ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
+  ##
+  tolerations: []
+
+  ## Affinity for pod assignment (evaluated as template)
+  ## ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/#affinity-and-anti-affinity
+  ##
+  affinity: {}
+
+networkPolicy:
+  ## @param networkPolicy.enabled Enable creation of NetworkPolicy resources. Only Ingress traffic is filtered for now.
+  ##
+  enabled: false
+  ## @param networkPolicy.allowExternal Don't require client label for connections
+  ## The Policy model to apply. When set to false, only pods with the correct
+  ## client label will have network access to  grafana port defined.
+  ## When true, grafana will accept connections from any source
+  ## (with the correct destination port).
+  ##
+  ingress: true
+  ## @param networkPolicy.ingress When true enables the creation
+  ## an ingress network policy
+  ##
+  allowExternal: true
+  ## @param networkPolicy.explicitNamespacesSelector A Kubernetes LabelSelector to explicitly select namespaces from which traffic could be allowed
+  ## If explicitNamespacesSelector is missing or set to {}, only client Pods that are in the networkPolicy's namespace
+  ## and that match other criteria, the ones that have the good label, can reach the grafana.
+  ## But sometimes, we want the grafana to be accessible to clients from other namespaces, in this case, we can use this
+  ## LabelSelector to select these namespaces, note that the networkPolicy's namespace should also be explicitly added.
+  ##
+  ## Example:
+  ## explicitNamespacesSelector:
+  ##   matchLabels:
+  ##     role: frontend
+  ##   matchExpressions:
+  ##    - {key: role, operator: In, values: [frontend]}
+  ##
+  explicitNamespacesSelector: {}
+  ##
+  ##
+  ##
+  ##
+  ##
+  ##
+  egress:
+    ## @param networkPolicy.egress.enabled When enabled, an egress network policy will be
+    ## created allowing grafana to connect to external data sources from kubernetes cluster.
+    enabled: false
+    ##
+    ## @param networkPolicy.egress.ports Add individual ports to be allowed by the egress
+    ports: []
+    ## Add ports to the egress by specifying - port: <port number>
+    ## E.X.
+    ## ports:
+      ## - port: 80
+      ## - port: 443
+  ##
+  ##
+  ##
+  ##
+  ##
+  ##
+
+# Enable backward compatibility of kubernetes where version below 1.13 doesn't have the enableServiceLinks option
+enableKubeBackwardCompatibility: false
+useStatefulSet: false
+# Create a dynamic manifests via values:
+extraObjects: []
+  # - apiVersion: "kubernetes-client.io/v1"
+  #   kind: ExternalSecret
+  #   metadata:
+  #     name: grafana-secrets
+  #   spec:
+  #     backendType: gcpSecretsManager
+  #     data:
+  #       - key: grafana-admin-password
+  #         name: adminPassword

components/dashboard/kube-state-metrics/values.yaml

@@ -0,0 +1,426 @@
+# Default values for kube-state-metrics.
+prometheusScrape: true
+image:
+  # repository: registry.k8s.io/kube-state-metrics/kube-state-metrics
+  repository: registry.cn-hangzhou.aliyuncs.com/kanakami/kube-state-metrics 
+  tag: v2.6.0
+  sha: ""
+  pullPolicy: IfNotPresent
+
+imagePullSecrets: []
+# - name: "image-pull-secret"
+
+# If set to true, this will deploy kube-state-metrics as a StatefulSet and the data
+# will be automatically sharded across <.Values.replicas> pods using the built-in
+# autodiscovery feature: https://github.com/kubernetes/kube-state-metrics#automated-sharding
+# This is an experimental feature and there are no stability guarantees.
+autosharding:
+  enabled: false
+
+replicas: 1
+
+# List of additional cli arguments to configure kube-state-metrics
+# for example: --enable-gzip-encoding, --log-file, etc.
+# all the possible args can be found here: https://github.com/kubernetes/kube-state-metrics/blob/master/docs/cli-arguments.md
+extraArgs: 
+  - --custom-resource-state-config
+  - |
+    spec:
+      resources:
+        - groupVersionKind:
+            group: sedna.io
+            kind: "JointInferenceService"
+            version: "v1alpha1"
+          commonLabels:
+            crd_type: "JointInferenceService"
+          labelsFromPath:
+            name: [metadata, name]
+          metrics:
+            - name: "StageConditionStatus"
+              help: "Status of each stage,Enum(Waiting,Ready,Starting,Running,Completed,Failed)"
+              each:
+                type: StateSet
+                stateSet:
+                  list: [Waiting,Ready,Starting,Running,Completed,Complete,Failed]
+                  path: [status,conditions, "-1", type]
+                  labelName: phase
+            - name: "StartTime"
+              help: "The start time of tasks"
+              each:
+                type: Info
+                info:
+                  labelsFromPath:
+                    startTime: [status, startTime]
+        - groupVersionKind:
+            group: sedna.io
+            kind: "IncrementalLearningJob"
+            version: "v1alpha1"
+          commonLabels:
+            crd_type: "IncrementalLearningJob"
+          labelsFromPath:
+            name: [metadata, name]
+          metrics:
+            - name: "StageConditionStatus"
+              help: "Status of each stage,Enum(Waiting,Ready,Starting,Running,Completed,Failed)"
+              each:
+                type: StateSet
+                stateSet:
+                  list: [Waiting,Ready,Starting,Running,Completed,Complete,Failed]
+                  path: [status,conditions, "0", type]
+                  labelName: phase
+            - name: "StartTime"
+              help: "The start time of tasks"
+              each:
+                type: Info
+                info:
+                  labelsFromPath:
+                    startTime: [status, startTime]
+            - name: "TaskStage"
+              help: "Incremental Learning Task Stage"
+              each:
+                type: StateSet
+                stateSet:
+                  list: [Train, Eval, Deploy]
+                  path: [status, conditions, "-1", stage]
+                  labelName: stage
+            - name: "DatasetInfo"
+              help: "Dataset info"
+              each:
+                type: Gauge
+                gauge:
+                  path: [spec, dataset, trainProb]
+              labelsFromPath:
+                datasetName: [spec, dataset, name]
+            - name: "StageDetails"
+              help: "get detail infos of each Stage"
+              each:
+                type: Info
+                info:
+                  path: [status, conditions]
+                  labelsFromKey: stage_d
+                  labelsFromPath:
+                    stage: [stage]
+                    type: [type]
+                    data: [data]
+                    lastHeartbeatTime: [lastHeartbeatTime]
+        - groupVersionKind:
+            group: sedna.io
+            kind: "FederatedLearningJob"
+            version: "v1alpha1"
+          commonLabels:
+            crd_type: "FederatedLearningJob"
+          labelsFromPath:
+            name: [metadata, name]
+          metrics:
+            - name: "StageConditionStatus"
+              help: "Status of each stage,Enum(Waiting,Ready,Starting,Running,Completed,Failed)"
+              each:
+                type: StateSet
+                stateSet:
+                  list: [Waiting,Ready,Starting,Running,Completed,Complete,Failed]
+                  path: [status,conditions, "-1", type]
+                  labelName: phase
+            - name: "StartTime"
+              help: "The start time of tasks"
+              each:
+                type: Info
+                info:
+                  labelsFromPath:
+                    startTime: [status, startTime]
+            - name: "CompletionTime"
+              help: "The completion time of tasks"
+              each:
+                type: Info
+                info:
+                  labelsFromPath:
+                    startTime: [status, completionTime]
+            - name: "TrainNodesInfo"
+              help: "Train nodes"
+              each:
+                type: Info
+                info:
+                  path: [spec, trainingWorkers]
+                  labelFromKey: node_d
+                  labelsFromPath:
+                    nodeName: [template, spec, nodeName]
+                    datasetName: [dataset, name]
+        - groupVersionKind:
+            group: sedna.io
+            kind: "Dataset"
+            version: "v1alpha1"
+          commonLabels:
+            crd_type: "Dataset"
+          labelsFromPath:
+            datasetName: [metadata, name]
+            url: [spec, url]
+          metrics:
+            - name: "numberOfSamples"
+              help: "Number Of Samples"       
+              each:
+                type: Gauge
+                gauge:
+                  path: [status, numberOfSamples]
+service:
+  port: 8080
+  # Default to clusterIP for backward compatibility
+  type: ClusterIP
+  nodePort: 0
+  loadBalancerIP: ""
+  clusterIP: ""
+  annotations: {}
+
+## Additional labels to add to all resources
+customLabels: {}
+  # app: kube-state-metrics
+
+## set to true to add the release label so scraping of the servicemonitor with kube-prometheus-stack works out of the box
+releaseLabel: false
+
+hostNetwork: false
+
+rbac:
+  # If true, create & use RBAC resources
+  create: true
+
+  # Set to a rolename to use existing role - skipping role creating - but still doing serviceaccount and rolebinding to it, rolename set here.
+  # useExistingRole: cluster-admin
+
+  # If set to false - Run without Cluteradmin privs needed - ONLY works if namespace is also set (if useExistingRole is set this name is used as ClusterRole or Role to bind to)
+  useClusterRole: true
+
+  # Add permissions for CustomResources' apiGroups in Role/ClusterRole. Should be used in conjunction with Custom Resource State Metrics configuration
+  # Example:
+  # - apiGroups: ["monitoring.coreos.com"]
+  #   resources: ["prometheuses"]
+  #   verbs: ["list", "watch"]
+  extraRules:
+    - apiGroups:
+      - sedna.io
+      resources:
+      - datasets
+      - models
+      - jointinferenceservices
+      - featureextractionservices
+      - federatedlearningjobs
+      - incrementallearningjobs
+      - lifelonglearningjobs
+      - objectsearchservices
+      - objecttrackingservices
+      - reidjobs
+      - videoanalyticsjobs
+      verbs:
+      - get
+      - list
+      - watch
+      - patch
+
+serviceAccount:
+  # Specifies whether a ServiceAccount should be created, require rbac true
+  create: true
+  # The name of the ServiceAccount to use.
+  # If not set and create is true, a name is generated using the fullname template
+  name:
+  # Reference to one or more secrets to be used when pulling images
+  # ref: https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/
+  imagePullSecrets: []
+  # ServiceAccount annotations.
+  # Use case: AWS EKS IAM roles for service accounts
+  # ref: https://docs.aws.amazon.com/eks/latest/userguide/specify-service-account-role.html
+  annotations: {}
+
+prometheus:
+  monitor:
+    enabled: false
+    additionalLabels: {}
+    namespace: ""
+    jobLabel: ""
+    interval: ""
+    scrapeTimeout: ""
+    proxyUrl: ""
+    selectorOverride: {}
+    honorLabels: false
+    metricRelabelings: []
+    relabelings: []
+    scheme: ""
+    tlsConfig: {}
+
+## Specify if a Pod Security Policy for kube-state-metrics must be created
+## Ref: https://kubernetes.io/docs/concepts/policy/pod-security-policy/
+##
+podSecurityPolicy:
+  enabled: false
+  annotations: {}
+    ## Specify pod annotations
+    ## Ref: https://kubernetes.io/docs/concepts/policy/pod-security-policy/#apparmor
+    ## Ref: https://kubernetes.io/docs/concepts/policy/pod-security-policy/#seccomp
+    ## Ref: https://kubernetes.io/docs/concepts/policy/pod-security-policy/#sysctl
+    ##
+    # seccomp.security.alpha.kubernetes.io/allowedProfileNames: '*'
+    # seccomp.security.alpha.kubernetes.io/defaultProfileName: 'docker/default'
+    # apparmor.security.beta.kubernetes.io/defaultProfileName: 'runtime/default'
+
+  additionalVolumes: []
+
+securityContext:
+  enabled: true
+  runAsGroup: 65534
+  runAsUser: 65534
+  fsGroup: 65534
+
+## Specify security settings for a Container
+## Allows overrides and additional options compared to (Pod) securityContext
+## Ref: https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-container
+containerSecurityContext: {}
+
+## Node labels for pod assignment
+## Ref: https://kubernetes.io/docs/user-guide/node-selection/
+nodeSelector: {labelName: master}
+
+## Affinity settings for pod assignment
+## Ref: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/
+affinity: {}
+
+## Tolerations for pod assignment
+## Ref: https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
+tolerations: []
+
+## Topology spread constraints for pod assignment
+## Ref: https://kubernetes.io/docs/concepts/workloads/pods/pod-topology-spread-constraints/
+topologySpreadConstraints: []
+
+# Annotations to be added to the deployment/statefulset
+annotations: {}
+
+# Annotations to be added to the pod
+podAnnotations: {}
+
+## Assign a PriorityClassName to pods if set
+# priorityClassName: ""
+
+# Ref: https://kubernetes.io/docs/tasks/run-application/configure-pdb/
+podDisruptionBudget: {}
+
+# Comma-separated list of metrics to be exposed.
+# This list comprises of exact metric names and/or regex patterns.
+# The allowlist and denylist are mutually exclusive.
+metricAllowlist: []
+
+# Comma-separated list of metrics not to be enabled.
+# This list comprises of exact metric names and/or regex patterns.
+# The allowlist and denylist are mutually exclusive.
+metricDenylist: []
+
+# Comma-separated list of additional Kubernetes label keys that will be used in the resource's
+# labels metric. By default the metric contains only name and namespace labels.
+# To include additional labels, provide a list of resource names in their plural form and Kubernetes
+# label keys you would like to allow for them (Example: '=namespaces=[k8s-label-1,k8s-label-n,...],pods=[app],...)'.
+# A single '*' can be provided per resource instead to allow any labels, but that has
+# severe performance implications (Example: '=pods=[*]').
+metricLabelsAllowlist: []
+  # - namespaces=[k8s-label-1,k8s-label-n]
+
+# Comma-separated list of Kubernetes annotations keys that will be used in the resource'
+# labels metric. By default the metric contains only name and namespace labels.
+# To include additional annotations provide a list of resource names in their plural form and Kubernetes
+# annotation keys you would like to allow for them (Example: '=namespaces=[kubernetes.io/team,...],pods=[kubernetes.io/team],...)'.
+# A single '*' can be provided per resource instead to allow any annotations, but that has
+# severe performance implications (Example: '=pods=[*]').
+metricAnnotationsAllowList: []
+  # - pods=[k8s-annotation-1,k8s-annotation-n]
+
+# Available collectors for kube-state-metrics.
+# By default, all available resources are enabled, comment out to disable.
+collectors:
+  - certificatesigningrequests
+  - configmaps
+  - cronjobs
+  - daemonsets
+  - deployments
+  - endpoints
+  - horizontalpodautoscalers
+  - ingresses
+  - jobs
+  - limitranges
+  - mutatingwebhookconfigurations
+  - namespaces
+  - networkpolicies
+  - nodes
+  - persistentvolumeclaims
+  - persistentvolumes
+  - poddisruptionbudgets
+  - pods
+  - replicasets
+  - replicationcontrollers
+  - resourcequotas
+  - secrets
+  - services
+  - statefulsets
+  - storageclasses
+  - validatingwebhookconfigurations
+  - volumeattachments
+  # - lifelonglearningjobs
+  - incrementallearningjobs
+  - jointinferenceservices
+  - federatedlearningjobs
+  - datasets
+  # - verticalpodautoscalers # not a default resource, see also: https://github.com/kubernetes/kube-state-metrics#enabling-verticalpodautoscalers
+
+# Enabling kubeconfig will pass the --kubeconfig argument to the container
+kubeconfig:
+  enabled: false
+  # base64 encoded kube-config file
+  secret:
+
+# Enable only the release namespace for collecting resources. By default all namespaces are collected.
+# If releaseNamespace and namespaces are both set only releaseNamespace will be used.
+releaseNamespace: false
+
+# Comma-separated list of namespaces to be enabled for collecting resources. By default all namespaces are collected.
+namespaces: ""
+
+# Comma-separated list of namespaces not to be enabled. If namespaces and namespaces-denylist are both set,
+# only namespaces that are excluded in namespaces-denylist will be used.
+namespacesDenylist: ""
+
+## Override the deployment namespace
+##
+namespaceOverride: ""
+
+resources: {}
+  # We usually recommend not to specify default resources and to leave this as a conscious
+  # choice for the user. This also increases chances charts run on environments with little
+  # resources, such as Minikube. If you do want to specify resources, uncomment the following
+  # lines, adjust them as necessary, and remove the curly braces after 'resources:'.
+  # limits:
+  #  cpu: 100m
+  #  memory: 64Mi
+  # requests:
+  #  cpu: 10m
+  #  memory: 32Mi
+
+## Provide a k8s version to define apiGroups for podSecurityPolicy Cluster Role.
+## For example: kubeTargetVersionOverride: 1.14.9
+##
+kubeTargetVersionOverride: ""
+
+# Enable self metrics configuration for service and Service Monitor
+# Default values for telemetry configuration can be overridden
+# If you set telemetryNodePort, you must also set service.type to NodePort
+selfMonitor:
+  enabled: false
+  # telemetryHost: 0.0.0.0
+  # telemetryPort: 8081
+  # telemetryNodePort: 0
+
+# volumeMounts are used to add custom volume mounts to deployment.
+# See example below
+volumeMounts: []
+#  - mountPath: /etc/config
+#    name: config-volume
+
+# volumes are used to add custom volumes to deployment
+# See example below
+volumes: []
+#  - configMap:
+#      name: cm-for-volume
+#    name: config-volume

components/dashboard/loki-stack/values.yaml

@@ -0,0 +1,113 @@
+test_pod:
+  image: bats/bats:v1.1.0
+  pullPolicy: IfNotPresent
+
+loki:
+  enabled: true
+  isDefault: true
+  url: http://{{(include "loki.serviceName" .)}}:{{ .Values.loki.service.port }}
+  readinessProbe:
+    httpGet:
+      path: /ready
+      port: http-metrics
+    initialDelaySeconds: 45
+  livenessProbe:
+    httpGet:
+      path: /ready
+      port: http-metrics
+    initialDelaySeconds: 45
+  datasource:
+    jsonData: {}
+
+promtail:
+  enabled: true
+  config:
+    logLevel: info
+    serverPort: 3101
+    clients:
+      - url: http://{{ .Release.Name }}:3100/loki/api/v1/push
+  extraEnv:
+  - name: KUBERNETES_SERVICE_HOST
+    # value: "10.176.122.14"
+    value: "10.96.0.1"
+  - name: KUBERNETES_SERVICE_PORT
+    # value: "8080"
+    value: "443"
+
+fluent-bit:
+  enabled: false
+
+grafana:
+  enabled: false
+  sidecar:
+    datasources:
+      enabled: true
+      maxLines: 1000
+  image:
+    tag: 8.3.5
+
+prometheus:
+  enabled: false
+  isDefault: false
+  url: http://{{ include "prometheus.fullname" .}}:{{ .Values.prometheus.server.service.servicePort }}{{ .Values.prometheus.server.prefixURL }}
+  datasource:
+    jsonData: {}
+
+filebeat:
+  enabled: false
+  filebeatConfig:
+    filebeat.yml: |
+      # logging.level: debug
+      filebeat.inputs:
+      - type: container
+        paths:
+          - /var/log/containers/*.log
+        processors:
+        - add_kubernetes_metadata:
+            host: ${NODE_NAME}
+            matchers:
+            - logs_path:
+                logs_path: "/var/log/containers/"
+      output.logstash:
+        hosts: ["logstash-loki:5044"]
+
+logstash:
+  enabled: false
+  image: grafana/logstash-output-loki
+  imageTag: 1.0.1
+  filters:
+    main: |-
+      filter {
+        if [kubernetes] {
+          mutate {
+            add_field => {
+              "container_name" => "%{[kubernetes][container][name]}"
+              "namespace" => "%{[kubernetes][namespace]}"
+              "pod" => "%{[kubernetes][pod][name]}"
+            }
+            replace => { "host" => "%{[kubernetes][node][name]}"}
+          }
+        }
+        mutate {
+          remove_field => ["tags"]
+        }
+      }
+  outputs:
+    main: |-
+      output {
+        loki {
+          url => "http://loki:3100/loki/api/v1/push"
+          #username => "test"
+          #password => "test"
+        }
+        # stdout { codec => rubydebug }
+      }
+
+# proxy is currently only used by loki test pod
+# Note: If http_proxy/https_proxy are set, then no_proxy should include the
+# loki service name, so that tests are able to communicate with the loki
+# service.
+proxy:
+  http_proxy: ""
+  https_proxy: ""
+  no_proxy: ""

components/dashboard/setup/Lifelonglearning_dashboard.md

@@ -0,0 +1,85 @@
+### User Guide for Lifelonglearning exporter
+This guide is complementary to Observation-Management on LifelongLearning and covers how to install lifelonglearning exporter on an existing Sedna environment.  
+
+### What you can get
+#### 1. The dashboard about lifelonglearning job
+After installation, you can see UI of Grafana on http://{The node you labeled for deployment}:31000  
+You can get your 'admin' user password by running:
+
+```
+kubectl get secret --namespace default grafana -o jsonpath="{.data.admin-password}" | base64 --decode ; echo
+```
+After login, you can see some dashboards designed for LifelongLearning.
+![total_dashboard](../images/total_dashboard.png)
+### 2. Set custom metrics what you need
+After installation, you can see the  tables {metric and metric_value} in the knowledge base which is in the svc/kb.  
+You can set the required metrics in both tables by following these steps, not just those related to lifelong learning.
+1. Add the metrics name, metrics label, and other information to the metrics table.
+2. Add metric values and labels to metrics_value at runtime.
+
+For example, As shown in the image below, I have metrics in the Metric table: Recall, Precision.
+![img.png](../images/metrics.png)
+![img.png](../images/metrics_values.png)  
+
+Then Exporter periodically scans the metrics in the Metric_value table and classifies them according to the labels and you can see the metrics in the prometheus:
+![img.png](../images/recall.png)
+![img.png](../images/precission.png)
+
+
+### How to Install
+#### Prerequisites
+- Sedna
+- Grafana
+- Prometheus
+
+If you don't have an existing Sedna or KubeEdge environment, you can follow the [Sedna Installation Document](https://github.com/kubeedge/sedna/blob/main/docs/setup/install.md) to install what you need.  
+If you don't have an existing Grafana or Prometheus environment, you can follow the [Observation-Management Document](../README.md) to install what you need.
+#### Install KB_exporter
+You should use the following command to compile the kb_exproter:
+```shell
+go build main.go
+```
+Then you can use the following command to depoly:
+```shell
+# Move the installtion package to the specified dirctory
+kubectl cp $EXPORTER kb:/db/ -n sedna
+
+# Enter the kb
+kubectl exec -it kb -n sedna
+
+# Start the exporter
+./main
+
+# You can use the following command to ask for help
+./main -h
+```
+
+#### Expose ports
+After the exporter is installed, you need to modify the following exposed ports so that Prometheus can automatically find target metrics.
+
+
+```yaml 
+# You should add the following configuration to svc/kb to expose the corresponding port.
+name: tcp-1  
+port: 7070  
+protocol: TCP  
+targetPort: 7070
+```
+``` yaml
+# You should add the following configuration to pod/kb to notify Prometheus that the following ports require periodic scanning.
+metadata: 
+  annotations:  
+    prometheus.io/path: /metrics
+    prometheus.io/port: "7070"
+    prometheus.io/scrape: "true"
+```
+
+#### Import dashboard
+There is a dashboard files in lifelonglearning_exporter/dashboard.
+
+You can go to Grafana and select Import JSON files.
+![img.png](../images/dashboard_import.png)
+
+
+After the above steps, you can see the lifelong learning panel, of course, you can also manually add new metrics
+![total_dashboard](../images/total_dashboard.png)

components/dashboard/setup/observability_management.md

@@ -0,0 +1,96 @@
+# User Guide for Observability Management
+This guide covers how to install Observability Management on an existing Sedna environment.
+
+If you don't have an existing Sedna or KubeEdge environment, you can follow the [Sedna Installation Document](https://github.com/kubeedge/sedna/blob/main/docs/setup/install.md) to install what you need.
+
+## Get Helm Repos Info
+This project is based on Grafana and Prometheus community, so you need to get helm repos firstly.
+
+```
+helm repo add grafana https://grafana.github.io/helm-charts
+helm repo add prometheus-community https://prometheus-community.github.io/helm-charts
+helm repo update
+```
+
+## Configs
+
+### Node Selector
+You should label one node, so that you can deploy components like Grafana, Prometheus and Loki on this node.
+
+Cloud node is recommended to be chosen for deploying the components needed on Observability Management.
+
+```
+# If sedna-mini-control-plane is the node you chose for deployment.
+kubectl label nodes sedna-mini-control-plane labelName=master
+```
+
+## Installation
+
+### Kube-state-metrics
+```
+cd sedna/components/dashboard/kube-state-metrics
+helm install kube-state-metrics prometheus-community/kube-state-metrics -f values.yaml
+```
+After Installation, you can curl the url kube-state-metrics exposed to check whether the metrics can be collected.
+
+If pod IP of Kube-state-metrics is 10.244.0.127, the url is 10.244.0.127:8080/metrics
+
+### Exporter (Optional)
+Currently, the exporter is only used for collecting inference counts and numbers of hard samples.
+These metrics are not shown in the running yamls, so kube-state-metrics can not collect these custom metrics.
+```
+cd sedna/components/dashboard/exporter/incremental_learning/hardSamplesExporter.py
+cd sedna/components/dashboard/exporter/joint_inference/hardSamplesExporter.py
+```
+1. Edit the exporter if needed. (The current paths are for demo test cases.)
+2. Run the exporter on the node which is producing hard samples.
+
+### Prometheus
+```
+cd sedna/components/dashboard/prometheus
+```
+If you run the exporters before, you need to edit **values.yaml** of Prometheus.
+```yaml
+serverFiles:
+  prometheus.yml:
+    scrape_configs:
+      ...
+      - job_name: "sedna-exporter"
+        static_configs:
+        - targets:
+          - ${The node IP you run the exporter}:${Port(Default as 8000)}
+```
+Install Prometheus
+```
+helm install prometheus prometheus-community/prometheus -f values.yaml
+```
+If the installation is successful, you can see UI of Prometheus on http://{The node you labeled for deployment}:30003
+At **Targets** view of Prometheus UI, the states of kube-state-metrics and sedna_exporter(Optional) are **UP**.
+![](../images/kube-state-metrics_up.png)
+![](../images/sedna_exporter_up.png)
+
+### Loki
+```
+cd sedna/components/dashboardloki-stack
+helm install loki grafana/loki-stack -f values.yaml
+```
+Because there are no kubelets on edge nodes, some problems like this [issue](https://github.com/kubeedge/kubeedge/issues/4170) make promtail on edge node can not collect logs.
+
+### Grafana
+There are several dashboard files in `sedna/components/dashboard/grafana/dashboards`.
+
+To automatically load these files, you need to download files of [Grafana-Chart](https://github.com/grafana/helm-charts/tree/main/charts/grafana) to directory `sedna/components/dashboard/grafana` firstly.
+Then replace the original directory `dashboards` and original values.yaml with ours.
+
+```
+cd sedna/components/dashboard/grafana
+helm install grafana . -f values.yaml
+```
+After installation, you can see UI of Grafana on http://{The node you labeled for deployment}:31000
+You can get your 'admin' user password by running:
+```
+kubectl get secret --namespace default grafana -o jsonpath="{.data.admin-password}" | base64 --decode ; echo
+```
+When you log in, you can see some dashboards designed for Sedna.
+![](../images/dashboards.png)
+![](../images/demo.png)

docs/index/quickstart.md

@@ -29,9 +29,9 @@ Docker version 19.03.6, build 369ce74a3c
 #### 1. Deploy Sedna
 Sedna provides three deployment methods, which can be selected according to your actual situation:
 
-- [Install Sedna AllinOne](setup/all-in-one.md). (used for development, here we use it)
-- [Install Sedna local up](setup/local-up.md).  
-- [Install Sedna on a cluster](setup/install.md).
+- [Install Sedna AllinOne](../setup/all-in-one.md). (used for development, here we use it)
+- [Install Sedna local up](../setup/local-up.md).  
+- [Install Sedna on a cluster](../setup/install.md).
 
 The [all-in-one script](/scripts/installation/all-in-one.sh) is used to install Sedna along with a mini Kubernetes environment locally, including:
   - A Kubernetes v1.21 cluster with multi worker nodes, default zero worker node.
@@ -179,5 +179,5 @@ Sedna is an open source project and in the spirit of openness and freedom, we we
 You can get in touch with the community according to the ways:
 * [Github Issues](https://github.com/kubeedge/sedna/issues)
 * [Regular Community Meeting](https://zoom.us/j/4167237304)
-* [slack channel](https://app.slack.com/client/TDZ5TGXQW/C01EG84REVB/details)
+* [slack channel](https://kubeedge.io/docs/community/slack/)
 

docs/proposals/Lifelong-learning-Ops-ui.md

@@ -0,0 +1,235 @@
+- [Operation and maintenance UI development](#Operation-and-maintenance-UI-development)
+    - [Motivation](#motivation)
+        - [Goals](#goals)
+    - [Proposal](#proposal)
+        - [Use Cases](#use-cases)
+    - [Design Details](#design-details)
+        - [Log](#Log)
+        - [Metric](#Metric)
+        - [Visualization](#Visualization)
+    - [NetWork](#NetWork)
+      - [Cache](#Cache)
+    - [Install](#install)
+
+# Operation and maintenance UI development
+## Motivation
+At present, Users can only access information about lifelong learning through the command line, including logs, status, and metrics.It is inconvenient and unfriendly for users. This proposal will provide a UI for metrics, log collection, status monitoring and management based on grafana. This allows the user to get the information by the graphical interface
+### Goals
+
+- Supports metrics collection and visualization in lifelong learning
+- Support unified management and search of application logs
+- Support the management and status monitoring of lifelong learning in dashboard
+## Proposal
+We propose using grafana,loki and prometheus to display the metric,log and statues about the lifelong learning job. The Prometheus is used to collect the metric and status and the loki is used to collect logs.
+### Use cases
+
+- Users can search log by specifying pod and keywords in the log control panel
+- User can view the history state or the metric of any component in a sequence diagram
+- Users can view the status of any CRD (Model, DataSet, Lifelonglearningjob) by specifying the name
+## Design details
+### Architecture
+![](./images/lifelong-learning-ops-architecture.png)
+1. Log
+In Daemonset mode, Promtail will be deployed on each node (Cloud, Edge), and will monitor the log storage directory on the node (eg: /var/logs/contains).
+If there is a log update, in Loki's next pull, the updated log will be pulled.
+It is the same way as "Kubectl logs" to get logs.  
+Loki is deployed on Cloud nodes and persistently stores the pulled logs
+2. Metric
+kube-state-metrics is about generating metrics from Kubernetes API objects without modification. This ensures that features provided by kube-state-metrics have the same grade of stability as the Kubernetes API objects themselves.  
+In Kubeedge, it is the same way as "Kubectl get" to get component information. When using Kubectl to obtain information from edge nodes, Kube-State-Metrics can also.  
+Both Prometheus and Kube-State-Server are deployed on Cloud nodes.Prometheus will pull the metrics in Kube-state-server and store the metrics persistently.
+3. Visualization
+Grafana is deployed on the Cloud node, and it visualizes based on the persisted data in Prometheus and Loki that are also located on the Cloud node.
+### Log
+At present, the log file is under the directory /var/log/contains.
+There are two types of Promtail collection modes. The following table shows the feature comparison:
+
+|                            | Daemonset                 | SideCar                                   |
+|----------------------------|---------------------------|-------------------------------------------|
+| Source                     | Sysout + Part file        | File                                      |
+| Log classification storage | Mapped by container/path  | Pod can be separately                     |
+| Multi-tenant isolation     | Isolated by configuration | Isolated by Pod                           |
+| Resource occupancy         | Low                       | High                                      |
+| Customizability            | Low                       | High, each Pod is configured individually |
+| Applicable scene           | Applicable scene          | Large, mixed cluster                      |
+
+### Metric
+#### CRD metric
+
+1. LLJob Status
+
+| **Metric**           | **Description**                                                            |
+|----------------------|----------------------------------------------------------------------------|
+| JobStatus            | Status of each job,Enum(True, False, Unknown)                              |  
+| StageConditionStatus | Status of each stage,Enum(Waiting,Ready,Starting,Running,Completed,Failed) |  
+| LearningStage        | Stages of lifelong learning,Enum(Train, Eval, Deploy )                     |  
+
+2. Dataset status
+
+| **Metric**       | **Description**                     |
+|------------------|-------------------------------------|
+| NumberOfSamples  | The number of samples               |
+| StageTrainNumber | The number of samples used by train |
+| StageEvalNumber  | The number of samples used by eval  |
+
+3. Model
+
+| **Metric** | **Description**                           |
+|------------|-------------------------------------------|
+| Key        | The value corresponding to the custom Key |
+
+4. Task
+
+| **Metric**        | **Description**                                                                                                                                                                                       |
+|-------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| ActiveTasksNumber | The number of running tasks                                                                                                                                                                           |
+| TotalTasksNumber  | The number of total tasks                                                                                                                                                                             |
+| TasksInfo         | Tasks Info<br/>{ <br/>location: "edge &#124; cloud",<br/>work: "training &#124; infering",<br/>startTime: "xxxx-xx-xx xx:xx:xx",<br/>duration: "xxxx s/min/h",<br/>status: "active &#124; dead"<br/>} |
+
+5. Worker
+
+| **Metric**          | **Description**                                                                                           |
+|---------------------|-----------------------------------------------------------------------------------------------------------|
+| ActiveWorkersNumber | The number of running worker                                                                              |
+| TotalWorkerNumber   | The number of total worker                                                                                |
+| WorkersInfo         | Workers Info<br/>{<br/>location: "edge &#124;cloud",<br/>status: "waiting &#124;active &#124; dead"<br/>} |
+
+6. Number of samples for inference (known tasks, unknown tasks)
+
+| **Metric**           | **Description**                                        |
+|----------------------|--------------------------------------------------------|
+| InferenceDoneNumber  | The number of samples for which inference is completed |
+| InferenceReadyNumber | The number of samples ready for inference              |
+| InferenceErrorNumber | The number of samples with inference errors            |
+| InferenceRate        | Inference completion percentage：0-100（%）               |
+
+7. Knowledge base
+
+| **Metric** | **Description**                                                      |
+|------------|----------------------------------------------------------------------|
+| KBServerIP | The server IP where the knowledge base is located                    |
+| KBNodeType | The type of the node where the knowledge base is located(Cloud,Edge) |
+| KBNodeName | The name of the node where the knowledge base is located             |
+
+8. Training stage
+
+| **Metric**             | **Description**                                           |
+|------------------------|-----------------------------------------------------------|
+| KnowTaskNum            | Number of known tasks in the knowledge base               |
+| TaskGroupModelFile     | The model file that Task needs to load                    |
+| TaskSampleNum          | The number of samples used at training stage              |
+| TaskSampleDir          | The path to the sample for the subtask                    |
+| TaskModelSavePath      | The path where the task model is saved                    |
+| TaskModelBaseModelPath | The path where the base task model is saved               |
+| TaskRelationship       | Migration relationship between tasks                      |
+| TaskProperties         | Basic properties of subtasks                              |
+| KnowledgeBase          | For indicators related to the knowledge base, see Table 7 |
+
+
+9. Evaluation stage  
+
+| **Metric**     | **Description**                                           |
+|----------------|-----------------------------------------------------------|
+| EvalSampleNum  | The number of samples used at eval stage                  |
+| EvalModelUrl   | The url of model at eval stage                            |
+| TaskScore      | Score for the task to be eval                             |
+| TaskEvalResult | Results of Model Evaluation                               |
+| TaskStatus     | Whether the Task can be deployed                          |
+| KnowledgeBase  | For indicators related to the knowledge base, see Table 7 |
+
+10. Deploy stage
+
+| **Metric**     | **Description**             |
+|----------------|-----------------------------|
+| DeployStatus   | Enum(Waiting,Ok,NotOk)      |
+| DeployModelUrl | The url for deploying model |
+
+
+#### Custom metric
+Now, the metrics that come with lifelonglearning may not meet your needs, so here is a way for users to expand metrics.  
+You can register your own indicators in the Metic table,as shown in the table below:
+![img.png](images/lifelong-learning-ops-custom-metrics.png)
+I added precision and recall to the table,Of course, you can also add any other metrics you want.
+
+After this, when you want to add an metric of the same id to the Metric_value table, multiple metrics will be generated according to the different labels.
+![img.png](images/lifelong-learning-ops-custom-metrics-values.png)
+
+And, both Metric and Metric_value tables are located in the KB database.  
+Therefore, you can manipulate these two tables just like any other table in the KB.
+
+
+#### Example
+
+```
+kind: CustomResourceStateMetrics
+spec:
+  resources:
+    -
+      groupVersionKind:
+        group: myteam.io
+        kind: "Foo"
+        version: "v1"
+      labelsFromPath:
+        name: [ metadata, name ]
+      metrics:
+        - name: "active_count"
+          help: "Number Foo Bars active"
+          each:
+            path: [status, active]
+            labelFromKey: type
+            labelsFromPath:
+              bar: [bar]
+            value: [count]
+          commonLabels:
+            custom_metric: "yes"
+
+          labelsFromPath:
+            "*": [metadata, labels]  # copy all labels from CR labels
+            foo: [metadata, labels, foo]  # copy a single label (overrides *)
+
+        - name: "other_count"
+          each:
+            path: [status, other]
+          errorLogV: 5
+```
+### Visualization
+Grafana can be used to visualize the monitoring data of Sedna. The visualization in Grafana contains 2 parts: `metrics` and `logs`.
+
+- Visualization of metrics:
+
+![](./images/lifelong-learning-ops-metrics-grafana.png)
+
+- Visualization of logs:
+
+![](./images/lifelong-learning-ops-log-grafana.png)
+
+## Install
+Using helm, modified based on the Loki-Stack.
+```yaml
+loki:
+  enabled: true
+  persistence:
+    enabled: true
+    accessModes:
+      - ReadWriteOnce
+    size: 10Gi
+
+promtail:
+  enabled: true
+  config:
+    lokiAddress: http://{{ .Release.Name }}:3100/loki/api/v1/push
+
+grafana:
+  enabled: true
+
+prometheus:
+  enabled: true
+  isDefault: false
+  nodeExporter:
+    enabled: true
+  kubeStateMetrics:
+    enabled: true
+```
+
+There will also be related json files for the Grafana dashboard.
+The corresponding dashboards can be imported according to user needs