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main.py
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import datetime
from googleapiclient import discovery
from oauth2client.client import GoogleCredentials
id = 'machinelearning-XXXX'
bucket_name = "keras-ai-XXX"
project_id = 'projects/{}'.format(id)
job_name = "training_" + datetime.datetime.now().strftime("%y%m%d_%H%M%S")
#event, context
def main():
training_inputs = {
'scaleTier': 'BASIC',
'packageUris': ["gs://{}".format(bucket_name)],
'pythonModule': 'trainer.task',
'region': 'us-central1',
'jobDir': "gs://{}".format(bucket_name),
'runtimeVersion': '2.2',
'pythonVersion': '3.7',
}
job_spec = {"jobId":job_name, "trainingInput": training_inputs}
cloudml = discovery.build("ml" , "v1" ,cache_discovery=False)
request = cloudml.projects().jobs().create(body=job_spec,parent=project_id)
response = request.execute()
#if __name__ == '__main__':
# main()