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argo-pipeline.yaml
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590 lines (590 loc) · 18.3 KB
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apiVersion: argoproj.io/v1alpha1
kind: Workflow
metadata:
generateName: argo-
labels: {}
namespace: enterprise-mlops
spec:
activeDeadlineSeconds: 86400
arguments:
parameters:
- name: integer
value: 1
- name: floater
value: 3.14
- name: stringer
value: hello
- name: run_id
- name: retry_run_id
value: ''
- name: retry_indicator
value: ''
- name: log_level
value: INFO
entrypoint: runnable-dag
nodeSelector: {}
serviceAccountName: default-editor
templateDefaults:
activeDeadlineSeconds: 86400
failFast: true
nodeSelector: {}
templates:
- name: map-state-ca6xpf-fan-out
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- fan
- '{{workflow.parameters.run_id}}'
- map_state
- examples.07-map.map.main
- out
- --log-level
- WARNING
- --config-file
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
- --iter-variable
- '{"map_variable":{},"loop_variable":[]}'
- --mode
- python
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_PRM_integer
value: '{{workflow.parameters.integer}}'
- name: RUNNABLE_PRM_floater
value: '{{workflow.parameters.floater}}'
- name: RUNNABLE_PRM_stringer
value: '{{workflow.parameters.stringer}}'
- name: RUNNABLE_PRM_run_id
value: '{{workflow.parameters.run_id}}'
- name: RUNNABLE_PRM_retry_run_id
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_PRM_retry_indicator
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_PRM_log_level
value: '{{workflow.parameters.log_level}}'
- name: error_on_existing_run_id
value: 'true'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 1Gi
cpu: 250m
requests:
memory: 1Gi
cpu: 250m
inputs:
parameters: []
outputs:
parameters:
- name: iterate-on
valueFrom:
path: /tmp/output.txt
memoize:
key: '{{workflow.parameters.run_id}}-map-state-ca6xpf-fan-out-ho1n'
cache:
configMap:
name: kf-configmap
key: cache
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-execute-python-n0qj97
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- map_state.map_variable_placeholder.execute_python
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{"chunk":{"value":"{{inputs.parameters.chunk}}"}},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters:
- name: chunk
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-execute-notebook-uu5571
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- map_state.map_variable_placeholder.execute_notebook
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{"chunk":{"value":"{{inputs.parameters.chunk}}"}},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters:
- name: chunk
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-execute-shell-ocvx3t
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- map_state.map_variable_placeholder.execute_shell
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{"chunk":{"value":"{{inputs.parameters.chunk}}"}},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters:
- name: chunk
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-read-processed-chunk-1wf8mp
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- map_state.map_variable_placeholder.read%processed%chunk
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{"chunk":{"value":"{{inputs.parameters.chunk}}"}},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters:
- name: chunk
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-success-fs8xsn
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- map_state.map_variable_placeholder.success
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{"chunk":{"value":"{{inputs.parameters.chunk}}"}},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters:
- name: chunk
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-ca6xpf-branch
dag:
tasks:
- name: map-state-execute-python-n0qj97
template: map-state-execute-python-n0qj97
arguments:
parameters:
- name: chunk
value: '{{inputs.parameters.chunk}}'
depends: ''
- name: map-state-execute-notebook-uu5571
template: map-state-execute-notebook-uu5571
arguments:
parameters:
- name: chunk
value: '{{inputs.parameters.chunk}}'
depends: map-state-execute-python-n0qj97.Succeeded
- name: map-state-execute-shell-ocvx3t
template: map-state-execute-shell-ocvx3t
arguments:
parameters:
- name: chunk
value: '{{inputs.parameters.chunk}}'
depends: map-state-execute-notebook-uu5571.Succeeded
- name: map-state-read-processed-chunk-1wf8mp
template: map-state-read-processed-chunk-1wf8mp
arguments:
parameters:
- name: chunk
value: '{{inputs.parameters.chunk}}'
depends: map-state-execute-shell-ocvx3t.Succeeded
- name: map-state-success-fs8xsn
template: map-state-success-fs8xsn
arguments:
parameters:
- name: chunk
value: '{{inputs.parameters.chunk}}'
depends: map-state-read-processed-chunk-1wf8mp.Succeeded
inputs:
parameters:
- name: chunk
failFast: true
- name: map-state-ca6xpf-fan-in
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- fan
- '{{workflow.parameters.run_id}}'
- map_state
- examples.07-map.map.main
- in
- --log-level
- WARNING
- --config-file
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
- --iter-variable
- '{"map_variable":{},"loop_variable":[]}'
- --mode
- python
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 1Gi
cpu: 250m
requests:
memory: 1Gi
cpu: 250m
inputs:
parameters: []
memoize:
key: '{{workflow.parameters.run_id}}-map-state-ca6xpf-fan-in-77jg'
cache:
configMap:
name: kf-configmap
key: cache
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: map-state-ca6xpf
dag:
tasks:
- name: map-state-ca6xpf-fan-out
template: map-state-ca6xpf-fan-out
arguments:
parameters: []
- name: map-state-ca6xpf-branch
template: map-state-ca6xpf-branch
arguments:
parameters:
- name: chunk
value: '{{item}}'
withParam: '{{tasks.map-state-ca6xpf-fan-out.outputs.parameters.iterate-on}}'
depends: map-state-ca6xpf-fan-out.Succeeded
- name: map-state-ca6xpf-fan-in
template: map-state-ca6xpf-fan-in
arguments:
parameters: []
depends: map-state-ca6xpf-branch.Succeeded ||
map-state-ca6xpf-branch.Failed
failFast: false
- name: collect-4gl3cb
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- collect
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters: []
memoize:
key: '{{workflow.parameters.run_id}}-collect-4gl3cb-a6d5'
cache:
configMap:
name: kf-configmap
key: cache
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: success-aja72b
container:
image: harbor.csis.astrazeneca.net/mlops/runnable:latest
command:
- runnable
- execute-single-node
- '{{workflow.parameters.run_id}}'
- examples.07-map.map.main
- success
- --log-level
- '{{workflow.parameters.log_level}}'
- --mode
- python
- --iter-variable
- '{"map_variable":{},"loop_variable":[]}'
- --config
- examples/configs/argo-config.yaml
- --parameters-file
- examples/common/initial_parameters.yaml
imagePullPolicy: Always
env:
- name: RUNNABLE_RETRY_RUN_ID
value: '{{workflow.parameters.retry_run_id}}'
- name: RUNNABLE_RETRY_INDICATOR
value: '{{workflow.parameters.retry_indicator}}'
- name: RUNNABLE_CODE_ID_ARGO_WORKFLOW_UID
value: '{{workflow.uid}}'
volumeMounts:
- mountPath: /tmp
name: runnable
readOnly: false
resources:
limits:
memory: 4Gi
cpu: '2'
requests:
memory: 4Gi
cpu: '2'
inputs:
parameters: []
memoize:
key: '{{workflow.parameters.run_id}}-success-aja72b-syqn'
cache:
configMap:
name: kf-configmap
key: cache
activeDeadlineSeconds: 86400
nodeSelector: {}
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false
- name: runnable-dag
dag:
tasks:
- name: map-state-ca6xpf
template: map-state-ca6xpf
arguments:
parameters: []
depends: ''
- name: collect-4gl3cb
template: collect-4gl3cb
arguments:
parameters: []
depends: map-state-ca6xpf.Succeeded
- name: success-aja72b
template: success-aja72b
arguments:
parameters: []
depends: collect-4gl3cb.Succeeded
failFast: true
volumes:
- name: runnable
persistentVolumeClaim:
claimName: runnable
readOnly: false