Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Added mlops-stepfunctions module #229

Merged
merged 17 commits into from
Aug 29, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 6 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -72,6 +72,12 @@ End-to-end example use-cases built using modules in this repository.
| [Example DAG for MLOps Module](modules/examples/airflow-dags/README.md) | Deploys a Sample DAG in MWAA demonstrating MLOPs and it is using MWAA module from IDF |


### MLOps using Step Functions Module

| Type | Description |
|-------------------------------------------------------------------------|------------------------------------------------------------------------------------------|
| [Example for MLOps using Step Functions](modules/examples/mlops-stepfunctions/README.md) | Deploys a AWS State Machine in AWS Step Functions demonstrating how to implement the MLOPs using AWS Step Functions |

### EKS Modules

| Type | Description |
Expand Down
15 changes: 15 additions & 0 deletions manifests/mlops-stepfunctions/deployment.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,15 @@
name: mlops-stepfunctions
toolchainRegion: us-east-1
forceDependencyRedeploy: true
groups:
- name: stepfunctions
path: manifests/mlops-stepfunctions/mlops-stepfunctions.yaml
targetAccountMappings:
- alias: primary
accountId:
valueFrom:
envVariable: PRIMARY_ACCOUNT
default: true
regionMappings:
- region: us-east-1
default: true
10 changes: 10 additions & 0 deletions manifests/mlops-stepfunctions/mlops-stepfunctions.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
name: stepfunctions
path: modules/examples/mlops-stepfunctions/
targetAccount: primary
parameters:
- name: model-name
# Replace value with the valid model name
value: demo
- name: schedule
# Replace the value with cron schedule to execute the state machine created for MLOps
value: "0 6 * * ? *"
Loading
Loading