Updation Documentation for Model-Retraining

Change-Id: I363a3eaef0c444b071d087f1cbf88ed9ea9748a8
Signed-off-by: ashishj1729 <jain.ashish@samsung.com>
(cherry picked from commit b97cada6af92c13688228668a37cccb207bf378d)

Documentation and recipe files

description: 1) Amended the documentation of the AIMLFW
     2) Added the recipe files for the K release

Change-Id: I5a4801715733f3edd6491f67dbc5bdabcf8627ae
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>
(cherry picked from commit a7f4fa2c7fb0f75dd319de270a27a146830f62c8)

Updating docs for Model-deployment

Change-Id: Ib6f86a257d1041464228575c496db92208cbaa9e
Signed-off-by: ashishj1729 <jain.ashish@samsung.com>
(cherry picked from commit ff5472f26ca5506052ea5c67aeb1673abf7e844e)

Updating Docs for ICS Job Creation and FeatureGroup Creation with DME Enabled

Change-Id: I7b9e683ee8987e84d2185e87721d2315c56172c8
Signed-off-by: ashishj1729 <jain.ashish@samsung.com>

pipeline docker file fix

added fix for incompatible kfp pipeline version (2.8 -> 2.11)

Change-Id: Ib5420fcfbc102c35997cadea34abda11c74f00f5
Signed-off-by: Monosij Ghosh <mono.ghosh@samsung.com>

due to new docker file in tm, these commands are not required

Change-Id: I92e2ed7cb12a4da85e602e566c2aa47a30631ae3
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Adding RANPM installation guide

Change-Id: Ic8ef05a9e99fd473760cc4d3f778853af296fbe6
Signed-off-by: ashishj1729 <jain.ashish@samsung.com>

Merge changes I1197ba99,I9a7dc7f7

* changes:
  Retraining training job integration
  Delete training job integration

Merge "Readme for SME integration"

Update modelmgmtservice configmap and deployment manifest

- Update the configmap and deployment mainifest to configure the postgres environment
  variable properly

Issue-ID: AIMLFW-167

Change-Id: I65e0d7c11cb7b6cd1f4809f60a194c84df393c68
Signed-off-by: gyuyoung <gyoue200125@gmail.com>

Retraining training job integration

Change-Id: I1197ba99438fa3445f6825155872a6b7489834af
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

Delete training job integration

Change-Id: I9a7dc7f7add4a0a7dfc854fa2f4ea170cc97b9ec
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

Get training job with version integration

Change-Id: Iabafcce93c8abe4a7d1932920c36cb08b9e38c5d
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

Readme for SME integration

Change-Id: Iee82cf42cfb3d2785732ec6859806d7d0568a11e
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

Training job integration

Change-Id: Iaf593c3e0d881de9b8fbf18641801418807134b6
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

feature group integration

Change-Id: I81e10e9010378c67945f9c9965a00a72b0963344
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

SME integration of AIMLFW

Change-Id: Ie1ccac60884ea5c9f0644d766e8a8d51231eb3cd
Signed-off-by: Swaraj Kumar <swaraj.kumar@samsung.com>

Merge "docs: modify python script in installation guide document"

Merge "Enhance logging install_kserve.sh"

Merge changes I58b4f825,I95bb59e4,Ic6fb448d

* changes:
  Enhance logging and error handling in uninstall_databases.sh
  Enhance logging for install_databases.sh script
  Enhance logging install_kserve_inference.sh

Enhance logging install_kserve.sh

Change-Id: I2fdf0ed52480a668af61c2ea6c8b996cdc67ae67
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>
Enhance logging install_kserve.sh
[StatefulSet] Update log readability for function to wait for Kubernetes StatefulSets

Issue-ID: AIMLFW-103
Change-Id: I2b94f4261024a7c7f8edbdf46625f2f883d835bb
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

docs: modify python script in installation guide document

Change-Id: Ie897d37b6482857236fd9d53fb3b2536ffddd8d9
Signed-off-by: inni-iii <inhee7071@nate.com>

changes in the installation notes.

Change-Id: I67f00e9c225a6cb71162fc4685b5a7a29a77ddc6
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Enhance logging and error handling in uninstall_databases.sh

- Improved script readability
- Introduced a `log_message` function to standardize log output with different levels (INFO, ERROR).
- Added success and error logging for PostgreSQL (tm-db) uninstallation.
- Implemented error handling for PostgreSQL (tm-db) uninstallation, with exit on failure.

Issue-ID: AIMLFW-103

Change-Id: I58b4f825fce191853157e8a36870e9cc76bf17c1
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

Enhance logging for install_databases.sh script

- Improved script readability
- Introduced a dynamic log function `log_message` to standardize and enhance logging.
- Replaced static `echo` statements with dynamic log messages supporting multiple log levels (INFO, WARN, ERROR).
- Added log messages for waiting and successful readiness of database pods (PostgreSQL and Cassandra).

Issue-ID: AIMLFW-103

Change-Id: I95bb59e4e90da9c72454caa5443ffd0bd5191386
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

Enhance logging install_kserve_inference.sh

- Refactored the logging mechanism to improve readability and consistency.
- Introduced a dynamic log function (log_message) supporting multiple log levels (INFO, WARN, ERROR).
- Replaced static echo statements with structured log messages for better clarity.

Change-Id: Ic6fb448d18b16f03b1cdcf03185385420473420f
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

Enhance logging install_kserve.sh

Change-Id: I2fdf0ed52480a668af61c2ea6c8b996cdc67ae67
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

Add Script for KServe Runtime Installation

Issue-ID: AIMLFW-129

- Update KServe installation script(align with KServe version)
- Implement Kserve-runtime installation script for InferenceService in AIMLFW
- Update KServe uninstallation script and identify issues in the existing script regarding knative(align with KServe version)

Change-Id: Iac5b3259444414f6c36d08fd8e3fd173d83f3c21
Signed-off-by: hyuksun98 <gurtjs0116@khu.ac.kr>

Merge "Troubleshooting KServe Installation Failure"

Troubleshooting KServe Installation Failure

Issue-ID: AIMLFW-117

Change-Id: I9e8c73d560aa915e1ec3b1b42f9fb3424aa032b8
Signed-off-by: hyuksun98 <gurtjs0116@khu.ac.kr>

Update: docker images build and delete file

Issue-ID: AIMLFW-110
Change-Id: Ia5c0b548384edcc3d1dec322f74948a0ccfe4012
Signed-off-by: jwock <jwock541@gmail.com>

Update: docker image build and delete file; 'aiml-notebook'

Issue-ID: AIMLFW-110

Change-Id: I2403d211c00cd876f7f1a162d5d9a6e8b387ff2d
Signed-off-by: Kim Do Young <difbfl4750@gmail.com>

Update: docker image build and delete file; 'aiml-dashboard'

Issue-ID: AIMLFW-110

Change-Id: I9c01545e03b5e4f94a2f8d111f8649d24c386d7b
Signed-off-by: innii <inhee7071@nate.com>

Update docker image build and delete scripts

- Added build instructions for kubeflow-adapter
- Updated delete script to remove kfadapter image

Issue-ID: AIMLFW-110
Change-Id: Iad4649947cd66ec28cc2bf1e3df010052cb80bc5
Signed-off-by: ssum21 <ssumuss@khu.ac.kr>

Build data-extraction container image

Issue-ID: AIMLFW-110

Change-Id: I14e17ea58ef4925d86578d4067073d80192c9e94
Signed-off-by: choihoseong <to6044@khu.ac.kr>

Build: Change docker to containerd

Issue-ID: AIMLFW-110

Change-Id: Ie8e732be72ad629be41e5a19e08b03bae387d4ae
Signed-off-by: hyuksun98 <gurtjs0116@khu.ac.kr>

Fix CORS to allow all

Fixed CORS to allow all.

Change-Id: I9e6636de6f13474ff9a15d02d8bf499137889b4c
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Changes in the doc

changing the request examples for trainingjob and featuregroup creation

Change-Id: I92f9454986119b4420414c75c200168c74e79dec
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

changes in the qoe training function code

and deprecated the last release code

Change-Id: I4b91065998ba363d543550c88d20e93e82c7590e
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Merge "adding recipe files"

Merge "Receipe for deployment"

adding recipe files

adding recipe file for local images and staging images j release

Change-Id: I22556060520f8796a2bf781bf43f8fefee694f4b
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Receipe for deployment

Receipe for deployment.

Change-Id: Ic9c27eba5eb13802d1246a4a8bf4166b3b57f7a1
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

changes in the installation docs

adding the note to run the notebook for qoe training function

Change-Id: I5982afb962d04bc5d798b6f7fba34b7cd95c80f0
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Merge "remove taint from all nodes"

remove taint from all nodes

removing taint

Change-Id: I7641eb67e4f8b029c913ed82cb2440c24139f95f
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Steps to install kustomize

Added steps to install kustomize.

Change-Id: I11a474d258abdd2ef14f3f37d1da29cd507a3ad0
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Merge "changes to fix the local influx db data push bug"

Merge "fix the cassandra coming up bug"

changes to fix the local influx db data push bug

people were facing error while pushing data into influx db

Change-Id: I388767dc6be899cc54a142c47f13e36b85424e8e
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

fix the cassandra coming up bug

to fix the issue cassandra version have been fixed now.

Change-Id: I7b23297e10f97ab6b10e513ed123d022c9e798e7
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Merge "deprecating the older version of qoe pipeline"

Merge "changes to run buildkit instance"

deprecating the older version of qoe pipeline

older version of qoe pipeline has been deprecated

Change-Id: Ibb3507b51f1218aeff01f10511de2d3f2c673d5c
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

changes to run buildkit instance

Issue-id: AIMLFW-96

Change-Id: If22303314bdab12f096bb572f779db02d2978c14
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Add missing placeholder var

Added missing placeholder variable.

Change-Id: Ie8a0d42a0f7943fc9c23415dae699100a2910269
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Deploy kubeflow kustomization

Deployed kubeflow kustomization integrated with leofs.

Change-Id: I70deacc627a9f667d03a15fe57d76695366aba76
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Build image for leofs

Build image for leofs using buildkit.

Change-Id: I39ae9fe094f8f20234c5ec06f26ad683a8c339a0
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Build image for pipeline

Build image for pipeline using buildkit.

Change-Id: Ie015048ebfe5349404419cffcdf0780c14ff9413
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Kustomize for aimlfw

Introduced kustomize to install kubeflow with leofs.

Change-Id: I4d28bc193adf2a28715f0a4634b2324b01c20524
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

adding the latest kubeflow compatible qoe pipeline

Issue-id: AIMLFW-102

Change-Id: Ife0567a02bfdbfc1d2b6979b61c5d3a264613d1a
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

steps for installing buildkit

Issue-id: AIMLFW-96

Change-Id: I9e5937d13cdac38522364774cb929213af6edde1
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Steps for installing nerdctl

Added steps to install nerdctl.

Change-Id: I4b25ecd05435f66e24c456f7e1ed3c57156f7aec
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

Avoid docker group creation

Removed docker group creation as installation depends on
`containerd`.

Change-Id: If471c0d39ccfee459a9e3e92b96b4ba86de11088
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

changes to add Rajdeep Singh as committer

Change-Id: Idd1b99fd8676ddceb8cf3adddc5a08b14dc614e6
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

build: Edited tools/kubernetes/install_k8s.sh

Issue-ID: AIMLFW-98

Change-Id: I687804753ebea524b9a4e79da568ab4372c199be
Signed-off-by: cor5in <gun@khu.ac.kr>

PTL change

Change-Id: I5ec85868f4f7c34fa9753088dbcd926065e28b13
Signed-off-by: subhash kumar singh <subh.singh@samsung.com>

CI: Update RTD configuration file

RTD has finished their switch requiring version 2 of their
configuration file and we must now update to work with it.

Ref:
https://blog.readthedocs.com/use-build-os-config/

Change-Id: I978d8b9634ec509cfb03515077420c55f456e47b
Signed-off-by: Anil Belur <abelur@linuxfoundation.org>

Updating release notes

Issue-Id: AIMLFW-73

Change-Id: If668190d518128198425821aae2a606da83a29bd
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating the release tags

Issue-Id: AIMLFW-73

Change-Id: I3a089cbbb9ea4ee75524d934fc15bbb8558db1ba
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Correcting readthedocs.yaml

Issue-Id: AIMLFW-73

Change-Id: Idd128ea1ce874d16c618d166162e062cef2ce77a
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Changing readthedocs.yaml

Issue-Id: AIMLFW-73

Change-Id: I4d387a09dd3f61e9214da8be7516f2debdaa077f
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Documentation and recipe files update

Issue-Id: AIMLFW-73

Change-Id: Ide3412c05e8a3fa6f6d4fb331175d5c168197054
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Changes to scripts for including model mgmt service

Issue-Id: AIMLFW-70

Change-Id: I276b9a4ab8ae9a77d9f939db027e5a14bb303bdb
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

changes for integration of mme

Issue-id: AIMLFW-65

Change-Id: If1a9726acb2ae09ad1eff2f3f8bd2ea4fc766ae1
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Merge "Installation changes for modelmgmtservice component, review comments"

Installation changes for modelmgmtservice component, review comments

Issue-Id: AIMLFW-70

Change-Id: I13b8e9efc01beb73942d67d8219af1ff9249635c
Signed-off-by: SANDEEP KUMAR JAISAWAL <s.jaisawal@samsung.com>

Update I release recipe files for Kserve adapter

Issue-Id: AIMLFW-70

Change-Id: Ibf1a5d6b52831cfe7e2d5b1b5dce0c9905714f5a
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Merge "Deploy Kserve Adapter through Helm"

Deploy Kserve Adapter through Helm

Issue-ID: AIMLFW-61

Change-Id: Iae37ef52b00c2d9c7b52d43028d39ba79e3b015e
Signed-off-by: Taewan Kim <t25.kim@samsung.com>

Adding I release recipe files

Issue-Id: AIMLFW-70

Change-Id: I0d3cd218255c212ce4f8f63ebfad92342a1c59da
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Changes to handle aimlfw hosted vm restart

Issue-Id: AIMLFW-63

Change-Id: I03d4890a855de1ed86e1fbadf80194180437ef9e
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating release notes and documentation

Issue-Id: AIMLFW-50

Change-Id: I1d754b7dc024d191a6002de3173ca421e1565776
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating new tags for H Maintenance release

Issue-Id: AIMLFW-50

Change-Id: I84123c2d83985a28cb767c5fbda4efe680ffd78d
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating new tags for H Maintenance release

Issue-Id: AIMLFW-50

Change-Id: I8e61a2e5053cb49a84968d6d616145b269e72c9f
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating release notes

Issue-Id: AIMLFW-49

Change-Id: I56abf741ffdf16b4bc5159c1d119bca7b9a150d9
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Adding h release recipe file

Issue-Id: AIMLFW-49

Change-Id: Ide2c24365180e491e2053a20fa7d01a94ac06761
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Update to installation documentation

Issue-Id: AIMLFW-48

Change-Id: I58a2f78bb6ebc81776c94ccf60c048cf72b9d66b
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Update to installation documention

Issue-Id: AIMLFW-47

Change-Id: I8d88cbb9c3ce38f5c9f8ffb4e4e22d43c5d09150
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Script changes to adapt to latest updates in ranpm repository

Issue-Id: AIMLFW-45

Change-Id: I407b38fca0d9bb5f39cb4a714c59a9d4e209e690
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Change to k8s installation based on latest document in k8s main branch

Issue-Id: AIMLFW-35

Change-Id: I4139fa12863e800d59f744b7b0c66507739923f3
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Changes to build default pipeline image as part of installation

Issue-Id: AIMLFW-35

Change-Id: Ib188202070118ec20b08ec59a706299c9056f06f
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

fixing sonar issues

Issue-Id: AIMLFW-22

Change-Id: I4912e4abbcfed1a17caf3d57bafcf511563ccfc1
Signed-off-by: rajdeep11 <rajdeep.sin@samsung.com>

Merge "Scripts to push qoe usecase data for DME integration demo"

Scripts to push qoe usecase data for DME integration demo

Issue-Id: AIMLFW-45

Change-Id: Id34d1e8e40d7880b1cc3250e2e949dadd13ab13e
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

PTL change and Commiter addition

Change-Id: I86da4ad6e574d75ad6451b140119c6cce22ea6a3
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Correction to the file path

Issue-Id: AIMLFW-45

Change-Id: I6a2505f25534b8baad5aacbdb7cfcad28c99be8c
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Updating the default pipelines for DME integration

Issue-Id: AIMLFW-45

Change-Id: I843dc423eecc4cc6c4d13ca34e3268d38f97c082
Signed-off-by: josephthaliath <jo.thaliath@samsung.com>

Merge "Fix to kubeflow dockerfile because of archiving debian stretch version"

Merge "Create istio-system namespace during KServe installation"