MLOpsPython/.pipelines/diabetes_regression-get-model-id-artifact-template.yml at master · EdiFirst/MLOpsPython

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# Pipeline template that gets the model name and version from a previous build's artifact

parameters:

- name: projectId

type: string

default: ''

- name: pipelineId

type: string

default: ''

- name: artifactBuildId

type: string

default: latest

steps:

- download: none

- task: DownloadPipelineArtifact@2

displayName: Download Pipeline Artifacts

inputs:

source: 'specific'

project: '${{ parameters.projectId }}'

pipeline: '${{ parameters.pipelineId }}'

preferTriggeringPipeline: true

${{ if eq(parameters.artifactBuildId, 'latest') }}:

buildVersionToDownload: 'latestFromBranch'

${{ if ne(parameters.artifactBuildId, 'latest') }}:

buildVersionToDownload: 'specific'

runId: '${{ parameters.artifactBuildId }}'

runBranch: '$(Build.SourceBranch)'

path: $(Build.SourcesDirectory)/bin

- task: Bash@3

name: get_model

displayName: Parse Json for Model Name and Version

inputs:

targetType: 'inline'

script: |

# Print JSON

cat $(Build.SourcesDirectory)/bin/model/model.json | jq '.'

# Set model name and version variables

MODEL_NAME=$(jq -r '.name' <$(Build.SourcesDirectory)/bin/model/model.json)

MODEL_VERSION=$(jq -r '.version' <$(Build.SourcesDirectory)/bin/model/model.json)

echo "Model Name: $MODEL_NAME"

echo "Model Version: $MODEL_VERSION"

# Set environment variables

echo "##vso[task.setvariable variable=MODEL_VERSION;isOutput=true]$MODEL_VERSION"

echo "##vso[task.setvariable variable=MODEL_NAME;isOutput=true]$MODEL_NAME"

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