44 lines
1.0 KiB
Python
44 lines
1.0 KiB
Python
import logging
|
|
import os
|
|
|
|
import boto3
|
|
|
|
from common.response import ok, not_found
|
|
|
|
logger = logging.getLogger('get_training_job')
|
|
logger.setLevel(logging.INFO)
|
|
|
|
training_job_table = os.environ.get('TRAINING_JOB_TABLE')
|
|
dynamodb = boto3.resource('dynamodb')
|
|
table = dynamodb.Table(training_job_table)
|
|
|
|
s3_bucket_name = os.environ.get('S3_BUCKET_NAME')
|
|
s3 = boto3.resource('s3')
|
|
bucket = s3.Bucket(s3_bucket_name)
|
|
|
|
|
|
def handler(event, ctx):
|
|
logger.info(f'event: {event}')
|
|
logger.info(f'ctx: {ctx}')
|
|
|
|
job_id = event['pathParameters']['id']
|
|
|
|
job = table.get_item(Key={'id': job_id})
|
|
|
|
if 'Item' not in job:
|
|
return not_found(message=f'Job with id {job_id} not found')
|
|
|
|
item = job['Item']
|
|
|
|
data = {
|
|
'id': item['id'],
|
|
'checkpoint_id': item['checkpoint_id'],
|
|
'job_status': item['job_status'],
|
|
'model_id': item['model_id'],
|
|
'params': item['params'],
|
|
'timestamp': item['timestamp'],
|
|
'train_type': item['train_type'],
|
|
}
|
|
|
|
return ok(data=data)
|