69 lines
2.3 KiB
Python
69 lines
2.3 KiB
Python
import json
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import logging
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import os
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from dataclasses import dataclass
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import boto3
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from common.const import PERMISSION_TRAIN_ALL
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from common.response import no_content
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from libs.utils import response_error, permissions_check
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logger = logging.getLogger(__name__)
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logger.setLevel(os.environ.get('LOG_LEVEL') or logging.ERROR)
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dynamodb = boto3.resource('dynamodb')
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training_job_table = dynamodb.Table(os.environ.get('TRAINING_JOB_TABLE'))
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s3_bucket_name = os.environ.get('S3_BUCKET_NAME')
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s3 = boto3.resource('s3')
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bucket = s3.Bucket(s3_bucket_name)
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@dataclass
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class DeleteTrainingJobsEvent:
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training_id_list: [str]
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def handler(event, ctx):
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try:
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logger.info(json.dumps(event))
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body = DeleteTrainingJobsEvent(**json.loads(event['body']))
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permissions_check(event, [PERMISSION_TRAIN_ALL])
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# unique list for preventing duplicate delete
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training_id_list = list(set(body.training_id_list))
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for training_id in training_id_list:
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training = training_job_table.get_item(Key={'id': training_id})
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if 'Item' not in training:
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continue
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logger.info(f'training: {training}')
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training = training['Item']
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if 'input_s3_location' in training:
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prefix = training['input_s3_location'].replace(f"s3://{s3_bucket_name}/", "")
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logger.info(f'delete prefix: {prefix}')
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response = bucket.objects.filter(Prefix=prefix).delete()
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logger.info(f'delete response: {response}')
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if 'params' in training:
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if 'training_params' in training['params']:
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if 's3_model_path' in training['params']['training_params']:
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s3_model_path = training['params']['training_params']['s3_model_path']
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prefix = s3_model_path.replace(f"s3://{s3_bucket_name}/", "")
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logger.info(f'delete prefix: {prefix}')
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response = bucket.objects.filter(Prefix=prefix).delete()
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logger.info(f'delete response: {response}')
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training_job_table.delete_item(Key={'id': training_id})
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return no_content(message='training jobs deleted')
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except Exception as e:
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return response_error(e)
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