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Clement Vachet
commited on
Commit
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09fc993
1
Parent(s):
779d080
Update name of docker image
Browse files
README.md
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# IRIS classification task with AWS Lambda
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-
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### Training the model:
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### Building the docker image:
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bash
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> docker build -t iris-lambda .
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### Running the docker container locally:
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bash
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> docker run --name iris-lambda-cont -p 8080:8080 iris-lambda
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### Testing locally:
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-
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bash
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> curl -X POST "http://localhost:8080/2015-03-31/functions/function/invocations" -d '{"body": "{\"features\": [[6.5, 3.0, 5.8, 2.2], [6.1, 2.8, 4.7, 1.2]]}"}'
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### Deployment to AWS
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Steps:
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# IRIS classification task with AWS Lambda
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Workflow: use of AWS lambda function for deployment
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### Training the model:
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### Building the docker image:
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bash
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> docker build -t iris-classification-lambda .
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### Running the docker container locally:
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bash
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> docker run --name iris-classification-lambda-cont -p 8080:8080 iris-classification-lambda
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### Testing locally:
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Example of a prediction request via curl command
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bash
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> curl -X POST "http://localhost:8080/2015-03-31/functions/function/invocations" -d '{"body": "{\"features\": [[6.5, 3.0, 5.8, 2.2], [6.1, 2.8, 4.7, 1.2]]}"}'
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+
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### Deployment to AWS
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Steps:
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