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Add support for Amazon Machine Learning
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kyleknap committed Apr 8, 2015
1 parent b8ea7a0 commit ab32d57
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1 change: 1 addition & 0 deletions README.rst
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Expand Up @@ -92,6 +92,7 @@ At the moment, boto supports:
* Amazon Simple Email Service (SES) (Python 3)
* Amazon Cognito Identity (Python 3)
* Amazon Cognito Sync (Python 3)
* Amazon Machine Learning (Python 3)

* Monitoring

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16 changes: 16 additions & 0 deletions boto/__init__.py
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Expand Up @@ -1083,6 +1083,22 @@ def connect_ec2containerservice(aws_access_key_id=None,
)


def connect_machinelearning(aws_access_key_id=None,
aws_secret_access_key=None,
**kwargs):
"""
Connect to Amazon Machine Learning service
rtype: :class:`boto.machinelearning.layer1.MachineLearningConnection`
:return: A connection to the Amazon Machine Learning service
"""
from boto.machinelearning.layer1 import MachineLearningConnection
return MachineLearningConnection(
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
**kwargs
)


def storage_uri(uri_str, default_scheme='file', debug=0, validate=True,
bucket_storage_uri_class=BucketStorageUri,
suppress_consec_slashes=True, is_latest=False):
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2 changes: 2 additions & 0 deletions boto/auth.py
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Expand Up @@ -321,6 +321,8 @@ def headers_to_sign(self, http_request):
in the StringToSign.
"""
host_header_value = self.host_header(self.host, http_request)
if http_request.headers.get('Host'):
host_header_value = http_request.headers['Host']
headers_to_sign = {'Host': host_header_value}
for name, value in http_request.headers.items():
lname = name.lower()
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3 changes: 2 additions & 1 deletion boto/connection.py
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Expand Up @@ -931,7 +931,8 @@ def _mexe(self, request, sender=None, override_num_retries=None,
# not include the port.
if 's3' not in self._required_auth_capability():
if not getattr(self, 'anon', False):
self.set_host_header(request)
if not request.headers.get('Host'):
self.set_host_header(request)
boto.log.debug('Final headers: %s' % request.headers)
request.start_time = datetime.now()
if callable(sender):
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4 changes: 4 additions & 0 deletions boto/endpoints.json
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Expand Up @@ -279,6 +279,10 @@
"us-east-1": "opsworks.us-east-1.amazonaws.com",
"eu-central-1": "opsworks.eu-central-1.amazonaws.com"
},
"machinelearning": {
"us-east-1": "machinelearning.us-east-1.amazonaws.com",
"us-west-2": "machinelearning.us-west-2.amazonaws.com"
},
"rds": {
"ap-northeast-1": "rds.ap-northeast-1.amazonaws.com",
"ap-southeast-1": "rds.ap-southeast-1.amazonaws.com",
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42 changes: 42 additions & 0 deletions boto/machinelearning/__init__.py
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@@ -0,0 +1,42 @@
# Copyright (c) 2015 Amazon.com, Inc. or its affiliates.
# All Rights Reserved
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish, dis-
# tribute, sublicense, and/or sell copies of the Software, and to permit
# persons to whom the Software is furnished to do so, subject to the fol-
# lowing conditions:
#
# The above copyright notice and this permission notice shall be included
# in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL-
# ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
# IN THE SOFTWARE.
#
from boto.regioninfo import RegionInfo, get_regions


def regions():
"""
Get all available regions for the Amazon Machine Learning.
:rtype: list
:return: A list of :class:`boto.regioninfo.RegionInfo`
"""
from boto.machinelearning.layer1 import MachineLearningConnection
return get_regions('machinelearning',
connection_cls=MachineLearningConnection)


def connect_to_region(region_name, **kw_params):
for region in regions():
if region.name == region_name:
return region.connect(**kw_params)
return None
51 changes: 51 additions & 0 deletions boto/machinelearning/exceptions.py
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@@ -0,0 +1,51 @@
# Copyright (c) 2015 Amazon.com, Inc. or its affiliates. All Rights Reserved
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish, dis-
# tribute, sublicense, and/or sell copies of the Software, and to permit
# persons to whom the Software is furnished to do so, subject to the fol-
# lowing conditions:
#
# The above copyright notice and this permission notice shall be included
# in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL-
# ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
# SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
# IN THE SOFTWARE.
#

from boto.exception import BotoServerError


class InternalServerException(BotoServerError):
pass


class LimitExceededException(BotoServerError):
pass


class IdempotentParameterMismatchException(BotoServerError):
pass


class ResourceInUseException(BotoServerError):
pass


class ResourceNotFoundException(BotoServerError):
pass


class PredictorNotMountedException(BotoServerError):
pass


class InvalidInputException(BotoServerError):
pass
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