Chris King chrisking
chrisking
/ meta_instructions.py
Created
February 19, 2020 21:25
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| meta_schema_val = [{"AttributeName": "item_id", "AttributeType": "string"}, | |
| {"AttributeName": "style", "AttributeType": "string"}, | |
| {"AttributeName": "category", "AttributeType": "string"}, | |
| {"AttributeName": "subcat", "AttributeType": "string"}] | |
| meta_schema = {"Attributes": meta_schema_val} | |
| response = forecast.create_dataset(Domain="CUSTOM", | |
| DatasetType='ITEM_METADATA', |
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| { | |
| "Attributes": [ | |
| { | |
| "AttributeName": "item_id", | |
| "AttributeType": "string" | |
| }, | |
| { | |
| "AttributeName": "aspect_ratio", | |
| "AttributeType": "string" | |
| }, |
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| impot boto3 | |
| personalize_rec = boto3.client(service_name='personalize') | |
| batchInferenceJobArn = personalize_rec.create_batch_inference_job ( | |
| solutionVersionArn = solution_version_arn, | |
| jobName = "RI_Workshop_Batch_Export_Job2", | |
| roleArn = role_arn, | |
| jobInput = | |
| {"s3DataSource": {"path": s3_input_path}}, | |
| jobOutput = | |
| {"s3DataDestination":{"path": s3_output_path}} |
chrisking
/ gist:d2c02960e2c7c77908400652b182d02f
Created
November 26, 2019 18:27
sample bucket policy
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| { | |
| "Version": "2012-10-17", | |
| "Id": "PersonalizeS3BucketAccessPolicy", | |
| "Statement": [ | |
| { | |
| "Sid": "PersonalizeS3BucketAccessPolicy", | |
| "Effect": "Allow", | |
| "Principal": { | |
| "Service": "personalize.amazonaws.com" | |
| }, |
chrisking
/ item schema.py
Created
February 11, 2019 21:17
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| item_schema = { | |
| "type": "record", | |
| "name": "Item", | |
| "namespace": "com.amazonaws.personalize.schema", | |
| "fields": [ | |
| { | |
| "name": "ACTION", | |
| "type": "int" | |
| }, | |
| { |
chrisking
/ notebook.ipynb
Created
January 21, 2019 21:31
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chrisking
/ sample_IAM_forecast.json
Last active
January 3, 2019 21:56
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| { | |
| "Version": "2012-10-17", | |
| "Statement": [ | |
| { | |
| "Sid": "VisualEditor0", | |
| "Effect": "Allow", | |
| "Action": [ | |
| "forecast:*", | |
| "s3:*", | |
| "iam:GetRole", |
chrisking
/ requirements.txt
Created
October 29, 2018 18:38
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| asn1crypto==0.24.0 | |
| bcrypt==3.1.4 | |
| boto==2.49.0 | |
| certifi==2018.4.16 | |
| cffi==1.11.5 | |
| chardet==3.0.4 | |
| cryptography==2.2.2 | |
| enum34==1.1.6 | |
| Fabric==1.13.1 | |
| idna==2.7 |
chrisking
/ fabfile.py
Created
October 29, 2018 17:29
Fabric Config for Starting / Stopping EC2 Instances with SSH and Jupyter Access
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| # import fabrics API functions | |
| from fabric.api import * | |
| from requests import get | |
| # Update with your security group and instance ID | |
| SECURITY_GROUP = "sg-9bdc1fd0" | |
| INSTANCE_ID = "i-06c072747655b16e5" | |
| def modify_security_group(enable=False): |