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akartskychuyang-deng
akartsky
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chuyang-deng
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Util changes (#257)
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‎docker/2.0.0/py2/Dockerfile.cpu

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@@ -116,4 +116,11 @@ RUN ${PIP} install --no-cache-dir -U \
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&& ${PIP} uninstall -y --no-cache-dir \
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markdown
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COPY dockerd-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
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COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py
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RUN chmod +x /usr/local/bin/dockerd-entrypoint.py \
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&& chmod +x /usr/local/bin/deep_learning_container.py
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ENTRYPOINT ["python", "/usr/local/bin/dockerd-entrypoint.py"]
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CMD ["bin/bash"]

‎docker/2.0.0/py2/Dockerfile.gpu

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@@ -152,4 +152,11 @@ RUN cat /etc/ssh/ssh_config | grep -v StrictHostKeyChecking > /etc/ssh/ssh_confi
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&& echo " StrictHostKeyChecking no" >> /etc/ssh/ssh_config.new \
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&& mv /etc/ssh/ssh_config.new /etc/ssh/ssh_config
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COPY dockerd-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
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COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py
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RUN chmod +x /usr/local/bin/dockerd-entrypoint.py \
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&& chmod +x /usr/local/bin/deep_learning_container.py
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ENTRYPOINT ["python", "/usr/local/bin/dockerd-entrypoint.py"]
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CMD ["bin/bash"]

‎docker/2.0.0/py2/dockerd-entrypoint.py

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# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"). You
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# may not use this file except in compliance with the License. A copy of
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# the License is located at
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#
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# http://aws.amazon.com/apache2.0/
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#
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# or in the "license" file accompanying this file. This file is
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# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
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# ANY KIND, either express or implied. See the License for the specific
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# language governing permissions and limitations under the License.
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from __future__ import absolute_import
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import os.path
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import shlex
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import subprocess
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import sys
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if not os.path.exists("/opt/ml/input/config"):
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subprocess.call(['python', '/usr/local/bin/deep_learning_container.py', '&>/dev/null', '&'])
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subprocess.check_call(shlex.split(' '.join(sys.argv[1:])))

‎docker/2.0.0/py3/Dockerfile.cpu

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@@ -118,4 +118,11 @@ RUN ${PIP} install --no-cache-dir -U \
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&& ${PIP} uninstall -y --no-cache-dir \
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markdown
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COPY dockerd-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
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COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py
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RUN chmod +x /usr/local/bin/dockerd-entrypoint.py \
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&& chmod +x /usr/local/bin/deep_learning_container.py
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ENTRYPOINT ["python", "/usr/local/bin/dockerd-entrypoint.py"]
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CMD ["bin/bash"]

‎docker/2.0.0/py3/Dockerfile.gpu

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@@ -167,4 +167,11 @@ RUN cat /etc/ssh/ssh_config | grep -v StrictHostKeyChecking > /etc/ssh/ssh_confi
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&& echo " StrictHostKeyChecking no" >> /etc/ssh/ssh_config.new \
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&& mv /etc/ssh/ssh_config.new /etc/ssh/ssh_config
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COPY dockerd-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
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COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py
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RUN chmod +x /usr/local/bin/dockerd-entrypoint.py \
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&& chmod +x /usr/local/bin/deep_learning_container.py
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ENTRYPOINT ["python", "/usr/local/bin/dockerd-entrypoint.py"]
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CMD ["bin/bash"]

‎docker/2.0.0/py3/dockerd-entrypoint.py

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# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"). You
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# may not use this file except in compliance with the License. A copy of
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# the License is located at
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#
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# http://aws.amazon.com/apache2.0/
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#
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# or in the "license" file accompanying this file. This file is
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# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
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# ANY KIND, either express or implied. See the License for the specific
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# language governing permissions and limitations under the License.
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from __future__ import absolute_import
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import os.path
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import shlex
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import subprocess
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import sys
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if not os.path.exists("/opt/ml/input/config"):
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subprocess.call(['python', '/usr/local/bin/deep_learning_container.py', '&>/dev/null', '&'])
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subprocess.check_call(shlex.split(' '.join(sys.argv[1:])))

‎src/sagemaker_tensorflow_container/deep_learning_container.py

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# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"). You
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# may not use this file except in compliance with the License. A copy of
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# the License is located at
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#
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# http://aws.amazon.com/apache2.0/
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#
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# or in the "license" file accompanying this file. This file is
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# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
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# ANY KIND, either express or implied. See the License for the specific
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# language governing permissions and limitations under the License.
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from __future__ import absolute_import
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import json
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import logging
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import re
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import requests
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def _validate_instance_id(instance_id):
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"""
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Validate instance ID
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"""
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compiled_regex = re.compile(r"^(i-\S{17})")
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match = compiled_regex.match(instance_id)
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if not match:
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return None
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return match.group(1)
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def _retrieve_instance_id():
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"""
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Retrieve instance ID from instance metadata service
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"""
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instance_id = None
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url = "http://169.254.169.254/latest/meta-data/instance-id"
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response = requests_helper(url, timeout=0.1)
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if response is not None:
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instance_id = _validate_instance_id(response.text)
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return instance_id
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def _retrieve_instance_region():
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"""
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Retrieve instance region from instance metadata service
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"""
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region = None
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valid_regions = ['ap-northeast-1', 'ap-northeast-2', 'ap-southeast-1', 'ap-southeast-2',
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'ap-south-1', 'ca-central-1', 'eu-central-1', 'eu-north-1',
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'eu-west-1', 'eu-west-2', 'eu-west-3', 'sa-east-1',
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'us-east-1', 'us-east-2', 'us-west-1', 'us-west-2']
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url = "http://169.254.169.254/latest/dynamic/instance-identity/document"
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response = requests_helper(url, timeout=0.1)
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if response is not None:
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response_json = json.loads(response.text)
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if response_json['region'] in valid_regions:
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region = response_json['region']
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return region
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def query_bucket():
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"""
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GET request on an empty object from an Amazon S3 bucket
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"""
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response = None
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instance_id = _retrieve_instance_id()
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region = _retrieve_instance_region()
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if instance_id is not None and region is not None:
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url = "https://aws-deep-learning-containers-{0}.s3.{0}.amazonaws.com/dlc-containers.txt?x-instance-id={1}"\
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.format(region, instance_id)
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response = requests_helper(url, timeout=0.2)
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logging.debug("Query bucket finished: {}".format(response))
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return response
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def requests_helper(url, timeout):
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response = None
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try:
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response = requests.get(url, timeout=timeout)
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except requests.exceptions.RequestException as e:
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logging.error("Request exception: {}".format(e))
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return response
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def main():
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"""
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Invoke bucket query
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"""
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# Logs are not necessary for normal run. Remove this line while debugging.
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logging.getLogger().disabled = True
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logging.basicConfig(level=logging.ERROR)
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query_bucket()
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if __name__ == '__main__':
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main()

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