8000 Add conditionals for catalog variable by arpitjasa-db · Pull Request #188 · databricks/mlops-stacks · GitHub
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Add conditionals for catalog variable #188

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Merged
merged 1 commit into from
Jan 2, 2025
Merged

Add conditionals for catalog variable #188

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3 changes: 2 additions & 1 deletion template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl
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Expand Up @@ -59,7 +59,8 @@ jobs:

# Update databricks.yml
- script: |
echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"
{{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"
{{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}}
displayName: 'Update databricks.yml'

# Initialize CICD Bundle
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3 changes: 2 additions & 1 deletion template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl
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Expand Up @@ -53,7 +53,8 @@ jobs:
- name: Update databricks.yml
id: update
run: |
echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"
{{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"
{{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}}
- name: Initialize Bundle
id: initialize
run: |
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16 changes: 13 additions & 3 deletions ...nput_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml.tmpl
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Expand Up @@ -13,8 +13,8 @@ variables:
description: Model name for the model training.
{{ if (eq .input_include_models_in_unity_catalog `no`) }}default: ${bundle.target}-{{template `model_name` .}}
{{- else -}}default: {{template `model_name` .}}{{end}}
catalog_name:
description: The catalog name to save the trained model
{{ if (eq .input_include_models_in_unity_catalog `yes`) }}catalog_name:
description: The catalog name to save the trained model{{end}}

include:
# Resources folder contains ML artifact resources for the ML project that defines model and experiment
Expand All @@ -34,27 +34,37 @@ targets:
dev: {{ if (eq .input_include_models_in_unity_catalog `yes`)}} # UC Catalog Name {{ end }}
mode: development
default: true
{{- if (eq .input_include_models_in_unity_catalog `yes`)}}
variables:
catalog_name: dev
{{- end}}
workspace:
# TODO: add dev workspace URL
host:

{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}
{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}

staging:
{{- if (eq .input_include_models_in_unity_catalog `yes`) }}
variables:
catalog_name: {{ .input_staging_catalog_name }}
{{- end}}
workspace:
host: {{template `databricks_staging_workspace_host` .}}

prod:
{{- if (eq .input_include_models_in_unity_catalog `yes`)}}
variables:
catalog_name: {{ .input_prod_catalog_name }}
{{- end}}
workspace:
host: {{template `databricks_prod_workspace_host` .}}

test:
{{- if (eq .input_include_models_in_unity_catalog `yes`)}}
variables:
catalog_name: {{ .input_test_catalog_name }}
{{- end}}
workspace:
host: {{template `databricks_staging_workspace_host` .}}
{{ end }}
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