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annotate planemo/lib/python3.7/site-packages/boto/emr/connection.py @ 0:d30785e31577 draft

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"planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
author guerler
date Fri, 31 Jul 2020 00:18:57 -0400
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1 # Copyright (c) 2010 Spotify AB
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2 # Copyright (c) 2010-2011 Yelp
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3 #
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4 # Permission is hereby granted, free of charge, to any person obtaining a
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5 # copy of this software and associated documentation files (the
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6 # "Software"), to deal in the Software without restriction, including
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7 # without limitation the rights to use, copy, modify, merge, publish, dis-
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8 # tribute, sublicense, and/or sell copies of the Software, and to permit
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9 # persons to whom the Software is furnished to do so, subject to the fol-
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10 # lowing conditions:
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11 #
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12 # The above copyright notice and this permission notice shall be included
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13 # in all copies or substantial portions of the Software.
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14 #
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15 # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
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16 # OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL-
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17 # ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
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18 # SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
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19 # WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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20 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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21 # IN THE SOFTWARE.
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22
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23 """
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24 Represents a connection to the EMR service
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25 """
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26 import types
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27
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28 import boto
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29 import boto.utils
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30 from boto.ec2.regioninfo import RegionInfo
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31 from boto.emr.emrobject import AddInstanceGroupsResponse, BootstrapActionList, \
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32 Cluster, ClusterSummaryList, HadoopStep, \
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33 InstanceGroupList, InstanceList, JobFlow, \
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34 JobFlowStepList, \
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35 ModifyInstanceGroupsResponse, \
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36 RunJobFlowResponse, StepSummaryList
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37 from boto.emr.step import JarStep
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38 from boto.connection import AWSQueryConnection
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39 from boto.exception import EmrResponseError
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40 from boto.compat import six
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41
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42
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43 class EmrConnection(AWSQueryConnection):
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44
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45 APIVersion = boto.config.get('Boto', 'emr_version', '2009-03-31')
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46 DefaultRegionName = boto.config.get('Boto', 'emr_region_name', 'us-east-1')
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47 DefaultRegionEndpoint = boto.config.get('Boto', 'emr_region_endpoint',
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48 'elasticmapreduce.us-east-1.amazonaws.com')
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49 ResponseError = EmrResponseError
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50
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51
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52
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53 # Constants for AWS Console debugging
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54 DebuggingJar = 's3://{region_name}.elasticmapreduce/libs/script-runner/script-runner.jar'
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55 DebuggingArgs = 's3://{region_name}.elasticmapreduce/libs/state-pusher/0.1/fetch'
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56
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57 def __init__(self, aws_access_key_id=None, aws_secret_access_key=None,
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58 is_secure=True, port=None, proxy=None, proxy_port=None,
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59 proxy_user=None, proxy_pass=None, debug=0,
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60 https_connection_factory=None, region=None, path='/',
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61 security_token=None, validate_certs=True, profile_name=None):
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62 if not region:
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63 region = RegionInfo(self, self.DefaultRegionName,
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64 self.DefaultRegionEndpoint)
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65 self.region = region
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66 super(EmrConnection, self).__init__(aws_access_key_id,
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67 aws_secret_access_key,
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68 is_secure, port, proxy, proxy_port,
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69 proxy_user, proxy_pass,
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70 self.region.endpoint, debug,
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71 https_connection_factory, path,
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72 security_token,
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73 validate_certs=validate_certs,
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74 profile_name=profile_name)
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75 # Many of the EMR hostnames are of the form:
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76 # <region>.<service_name>.amazonaws.com
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77 # rather than the more common:
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78 # <service_name>.<region>.amazonaws.com
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79 # so we need to explicitly set the region_name and service_name
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80 # for the SigV4 signing.
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81 self.auth_region_name = self.region.name
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82 self.auth_service_name = 'elasticmapreduce'
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83
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84 def _required_auth_capability(self):
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85 return ['hmac-v4']
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86
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87 def describe_cluster(self, cluster_id):
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88 """
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89 Describes an Elastic MapReduce cluster
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90
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91 :type cluster_id: str
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92 :param cluster_id: The cluster id of interest
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93 """
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94 params = {
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95 'ClusterId': cluster_id
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96 }
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97 return self.get_object('DescribeCluster', params, Cluster)
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98
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99 def describe_jobflow(self, jobflow_id):
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100 """
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101 This method is deprecated. We recommend you use list_clusters,
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102 describe_cluster, list_steps, list_instance_groups and
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103 list_bootstrap_actions instead.
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104
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105 Describes a single Elastic MapReduce job flow
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106
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107 :type jobflow_id: str
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108 :param jobflow_id: The job flow id of interest
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109 """
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110 jobflows = self.describe_jobflows(jobflow_ids=[jobflow_id])
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111 if jobflows:
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112 return jobflows[0]
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113
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114 def describe_jobflows(self, states=None, jobflow_ids=None,
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115 created_after=None, created_before=None):
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116 """
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117 This method is deprecated. We recommend you use list_clusters,
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118 describe_cluster, list_steps, list_instance_groups and
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119 list_bootstrap_actions instead.
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120
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121 Retrieve all the Elastic MapReduce job flows on your account
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122
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123 :type states: list
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124 :param states: A list of strings with job flow states wanted
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125
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126 :type jobflow_ids: list
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127 :param jobflow_ids: A list of job flow IDs
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128 :type created_after: datetime
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129 :param created_after: Bound on job flow creation time
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130
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131 :type created_before: datetime
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132 :param created_before: Bound on job flow creation time
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133 """
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134 params = {}
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135
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136 if states:
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137 self.build_list_params(params, states, 'JobFlowStates.member')
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138 if jobflow_ids:
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139 self.build_list_params(params, jobflow_ids, 'JobFlowIds.member')
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140 if created_after:
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141 params['CreatedAfter'] = created_after.strftime(
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142 boto.utils.ISO8601)
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143 if created_before:
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144 params['CreatedBefore'] = created_before.strftime(
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145 boto.utils.ISO8601)
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146
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147 return self.get_list('DescribeJobFlows', params, [('member', JobFlow)])
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148
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149 def describe_step(self, cluster_id, step_id):
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150 """
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151 Describe an Elastic MapReduce step
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152
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153 :type cluster_id: str
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154 :param cluster_id: The cluster id of interest
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155 :type step_id: str
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156 :param step_id: The step id of interest
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157 """
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158 params = {
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159 'ClusterId': cluster_id,
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160 'StepId': step_id
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161 }
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162
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163 return self.get_object('DescribeStep', params, HadoopStep)
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164
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165 def list_bootstrap_actions(self, cluster_id, marker=None):
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166 """
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167 Get a list of bootstrap actions for an Elastic MapReduce cluster
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168
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169 :type cluster_id: str
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170 :param cluster_id: The cluster id of interest
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171 :type marker: str
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172 :param marker: Pagination marker
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173 """
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174 params = {
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175 'ClusterId': cluster_id
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176 }
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177
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178 if marker:
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179 params['Marker'] = marker
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180
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181 return self.get_object('ListBootstrapActions', params, BootstrapActionList)
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182
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183 def list_clusters(self, created_after=None, created_before=None,
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184 cluster_states=None, marker=None):
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185 """
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186 List Elastic MapReduce clusters with optional filtering
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187
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188 :type created_after: datetime
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189 :param created_after: Bound on cluster creation time
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190 :type created_before: datetime
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191 :param created_before: Bound on cluster creation time
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192 :type cluster_states: list
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193 :param cluster_states: Bound on cluster states
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194 :type marker: str
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195 :param marker: Pagination marker
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196 """
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197 params = {}
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198 if created_after:
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199 params['CreatedAfter'] = created_after.strftime(
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200 boto.utils.ISO8601)
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201 if created_before:
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202 params['CreatedBefore'] = created_before.strftime(
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203 boto.utils.ISO8601)
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204 if marker:
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205 params['Marker'] = marker
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206
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207 if cluster_states:
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208 self.build_list_params(params, cluster_states, 'ClusterStates.member')
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209
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210 return self.get_object('ListClusters', params, ClusterSummaryList)
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211
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212 def list_instance_groups(self, cluster_id, marker=None):
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213 """
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214 List EC2 instance groups in a cluster
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215
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216 :type cluster_id: str
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217 :param cluster_id: The cluster id of interest
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218 :type marker: str
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219 :param marker: Pagination marker
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220 """
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221 params = {
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222 'ClusterId': cluster_id
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223 }
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224
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225 if marker:
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226 params['Marker'] = marker
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227
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228 return self.get_object('ListInstanceGroups', params, InstanceGroupList)
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229
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230 def list_instances(self, cluster_id, instance_group_id=None,
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231 instance_group_types=None, marker=None):
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232 """
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233 List EC2 instances in a cluster
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234
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235 :type cluster_id: str
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236 :param cluster_id: The cluster id of interest
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237 :type instance_group_id: str
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238 :param instance_group_id: The EC2 instance group id of interest
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239 :type instance_group_types: list
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240 :param instance_group_types: Filter by EC2 instance group type
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241 :type marker: str
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242 :param marker: Pagination marker
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243 """
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244 params = {
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245 'ClusterId': cluster_id
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246 }
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247
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248 if instance_group_id:
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249 params['InstanceGroupId'] = instance_group_id
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250 if marker:
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251 params['Marker'] = marker
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252
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253 if instance_group_types:
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254 self.build_list_params(params, instance_group_types,
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255 'InstanceGroupTypes.member')
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256
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257 return self.get_object('ListInstances', params, InstanceList)
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258
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259 def list_steps(self, cluster_id, step_states=None, marker=None):
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260 """
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261 List cluster steps
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262
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263 :type cluster_id: str
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264 :param cluster_id: The cluster id of interest
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265 :type step_states: list
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266 :param step_states: Filter by step states
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267 :type marker: str
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268 :param marker: Pagination marker
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269 """
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270 params = {
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271 'ClusterId': cluster_id
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272 }
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273
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274 if marker:
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275 params['Marker'] = marker
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276
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277 if step_states:
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278 self.build_list_params(params, step_states, 'StepStates.member')
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279
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280 return self.get_object('ListSteps', params, StepSummaryList)
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281
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282 def add_tags(self, resource_id, tags):
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283 """
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284 Create new metadata tags for the specified resource id.
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285
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286 :type resource_id: str
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287 :param resource_id: The cluster id
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288
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289 :type tags: dict
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290 :param tags: A dictionary containing the name/value pairs.
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291 If you want to create only a tag name, the
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292 value for that tag should be the empty string
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293 (e.g. '') or None.
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294 """
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295 assert isinstance(resource_id, six.string_types)
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296 params = {
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297 'ResourceId': resource_id,
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298 }
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299 params.update(self._build_tag_list(tags))
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300 return self.get_status('AddTags', params, verb='POST')
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301
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302 def remove_tags(self, resource_id, tags):
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303 """
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304 Remove metadata tags for the specified resource id.
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305
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306 :type resource_id: str
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307 :param resource_id: The cluster id
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308
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309 :type tags: list
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310 :param tags: A list of tag names to remove.
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311 """
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312 params = {
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313 'ResourceId': resource_id,
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314 }
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315 params.update(self._build_string_list('TagKeys', tags))
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316 return self.get_status('RemoveTags', params, verb='POST')
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317
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318 def terminate_jobflow(self, jobflow_id):
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319 """
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320 Terminate an Elastic MapReduce job flow
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321
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322 :type jobflow_id: str
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323 :param jobflow_id: A jobflow id
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324 """
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325 self.terminate_jobflows([jobflow_id])
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326
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327 def terminate_jobflows(self, jobflow_ids):
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328 """
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329 Terminate an Elastic MapReduce job flow
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330
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331 :type jobflow_ids: list
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332 :param jobflow_ids: A list of job flow IDs
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333 """
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334 params = {}
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335 self.build_list_params(params, jobflow_ids, 'JobFlowIds.member')
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336 return self.get_status('TerminateJobFlows', params, verb='POST')
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337
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338 def add_jobflow_steps(self, jobflow_id, steps):
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339 """
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340 Adds steps to a jobflow
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341
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342 :type jobflow_id: str
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343 :param jobflow_id: The job flow id
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344 :type steps: list(boto.emr.Step)
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345 :param steps: A list of steps to add to the job
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346 """
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347 if not isinstance(steps, list):
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348 steps = [steps]
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349 params = {}
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350 params['JobFlowId'] = jobflow_id
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351
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352 # Step args
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353 step_args = [self._build_step_args(step) for step in steps]
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354 params.update(self._build_step_list(step_args))
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355
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356 return self.get_object(
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357 'AddJobFlowSteps', params, JobFlowStepList, verb='POST')
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358
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359 def add_instance_groups(self, jobflow_id, instance_groups):
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360 """
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361 Adds instance groups to a running cluster.
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362
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363 :type jobflow_id: str
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364 :param jobflow_id: The id of the jobflow which will take the
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365 new instance groups
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366
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367 :type instance_groups: list(boto.emr.InstanceGroup)
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368 :param instance_groups: A list of instance groups to add to the job
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369 """
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370 if not isinstance(instance_groups, list):
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371 instance_groups = [instance_groups]
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372 params = {}
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373 params['JobFlowId'] = jobflow_id
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374 params.update(self._build_instance_group_list_args(instance_groups))
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375
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376 return self.get_object('AddInstanceGroups', params,
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377 AddInstanceGroupsResponse, verb='POST')
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378
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379 def modify_instance_groups(self, instance_group_ids, new_sizes):
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380 """
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381 Modify the number of nodes and configuration settings in an
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382 instance group.
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383
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384 :type instance_group_ids: list(str)
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385 :param instance_group_ids: A list of the ID's of the instance
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386 groups to be modified
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387
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388 :type new_sizes: list(int)
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389 :param new_sizes: A list of the new sizes for each instance group
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390 """
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391 if not isinstance(instance_group_ids, list):
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392 instance_group_ids = [instance_group_ids]
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393 if not isinstance(new_sizes, list):
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394 new_sizes = [new_sizes]
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395
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396 instance_groups = zip(instance_group_ids, new_sizes)
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397
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398 params = {}
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399 for k, ig in enumerate(instance_groups):
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400 # could be wrong - the example amazon gives uses
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401 # InstanceRequestCount, while the api documentation
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402 # says InstanceCount
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403 params['InstanceGroups.member.%d.InstanceGroupId' % (k+1) ] = ig[0]
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404 params['InstanceGroups.member.%d.InstanceCount' % (k+1) ] = ig[1]
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405
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406 return self.get_object('ModifyInstanceGroups', params,
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407 ModifyInstanceGroupsResponse, verb='POST')
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408
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409 def run_jobflow(self, name, log_uri=None, ec2_keyname=None,
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410 availability_zone=None,
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411 master_instance_type='m1.small',
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412 slave_instance_type='m1.small', num_instances=1,
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413 action_on_failure='TERMINATE_JOB_FLOW', keep_alive=False,
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414 enable_debugging=False,
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415 hadoop_version=None,
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416 steps=None,
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417 bootstrap_actions=[],
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418 instance_groups=None,
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419 additional_info=None,
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420 ami_version=None,
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421 api_params=None,
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422 visible_to_all_users=None,
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423 job_flow_role=None,
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424 service_role=None):
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425 """
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426 Runs a job flow
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427 :type name: str
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428 :param name: Name of the job flow
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429
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430 :type log_uri: str
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431 :param log_uri: URI of the S3 bucket to place logs
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432
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433 :type ec2_keyname: str
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434 :param ec2_keyname: EC2 key used for the instances
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435
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436 :type availability_zone: str
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437 :param availability_zone: EC2 availability zone of the cluster
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438
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439 :type master_instance_type: str
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440 :param master_instance_type: EC2 instance type of the master
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441
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442 :type slave_instance_type: str
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443 :param slave_instance_type: EC2 instance type of the slave nodes
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444
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445 :type num_instances: int
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446 :param num_instances: Number of instances in the Hadoop cluster
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447
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448 :type action_on_failure: str
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449 :param action_on_failure: Action to take if a step terminates
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450
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451 :type keep_alive: bool
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452 :param keep_alive: Denotes whether the cluster should stay
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453 alive upon completion
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454
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455 :type enable_debugging: bool
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456 :param enable_debugging: Denotes whether AWS console debugging
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457 should be enabled.
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458
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459 :type hadoop_version: str
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460 :param hadoop_version: Version of Hadoop to use. This no longer
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461 defaults to '0.20' and now uses the AMI default.
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462
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463 :type steps: list(boto.emr.Step)
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464 :param steps: List of steps to add with the job
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465
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466 :type bootstrap_actions: list(boto.emr.BootstrapAction)
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467 :param bootstrap_actions: List of bootstrap actions that run
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468 before Hadoop starts.
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469
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470 :type instance_groups: list(boto.emr.InstanceGroup)
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471 :param instance_groups: Optional list of instance groups to
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472 use when creating this job.
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473 NB: When provided, this argument supersedes num_instances
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474 and master/slave_instance_type.
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475
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476 :type ami_version: str
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477 :param ami_version: Amazon Machine Image (AMI) version to use
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478 for instances. Values accepted by EMR are '1.0', '2.0', and
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479 'latest'; EMR currently defaults to '1.0' if you don't set
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480 'ami_version'.
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481
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482 :type additional_info: JSON str
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483 :param additional_info: A JSON string for selecting additional features
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484
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485 :type api_params: dict
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486 :param api_params: a dictionary of additional parameters to pass
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487 directly to the EMR API (so you don't have to upgrade boto to
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488 use new EMR features). You can also delete an API parameter
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489 by setting it to None.
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490
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491 :type visible_to_all_users: bool
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492 :param visible_to_all_users: Whether the job flow is visible to all IAM
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493 users of the AWS account associated with the job flow. If this
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494 value is set to ``True``, all IAM users of that AWS
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495 account can view and (if they have the proper policy permissions
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496 set) manage the job flow. If it is set to ``False``, only
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497 the IAM user that created the job flow can view and manage
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498 it.
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499
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500 :type job_flow_role: str
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501 :param job_flow_role: An IAM role for the job flow. The EC2
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502 instances of the job flow assume this role. The default role is
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503 ``EMRJobflowDefault``. In order to use the default role,
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504 you must have already created it using the CLI.
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505
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506 :type service_role: str
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507 :param service_role: The IAM role that will be assumed by the Amazon
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508 EMR service to access AWS resources on your behalf.
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509
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510 :rtype: str
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511 :return: The jobflow id
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512 """
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513 steps = steps or []
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514 params = {}
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515 if action_on_failure:
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516 params['ActionOnFailure'] = action_on_failure
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517 if log_uri:
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518 params['LogUri'] = log_uri
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519 params['Name'] = name
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520
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521 # Common instance args
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522 common_params = self._build_instance_common_args(ec2_keyname,
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523 availability_zone,
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diff changeset
524 keep_alive,
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525 hadoop_version)
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diff changeset
526 params.update(common_params)
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diff changeset
527
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diff changeset
528 # NB: according to the AWS API's error message, we must
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diff changeset
529 # "configure instances either using instance count, master and
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diff changeset
530 # slave instance type or instance groups but not both."
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diff changeset
531 #
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532 # Thus we switch here on the truthiness of instance_groups.
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533 if not instance_groups:
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
534 # Instance args (the common case)
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diff changeset
535 instance_params = self._build_instance_count_and_type_args(
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536 master_instance_type,
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537 slave_instance_type,
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538 num_instances)
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539 params.update(instance_params)
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540 else:
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diff changeset
541 # Instance group args (for spot instances or a heterogenous cluster)
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542 list_args = self._build_instance_group_list_args(instance_groups)
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543 instance_params = dict(
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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544 ('Instances.%s' % k, v) for k, v in six.iteritems(list_args)
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545 )
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546 params.update(instance_params)
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547
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548 # Debugging step from EMR API docs
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549 if enable_debugging:
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550 debugging_step = JarStep(name='Setup Hadoop Debugging',
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551 action_on_failure='TERMINATE_JOB_FLOW',
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552 main_class=None,
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553 jar=self.DebuggingJar.format(region_name=self.region.name),
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554 step_args=self.DebuggingArgs.format(region_name=self.region.name))
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555 steps.insert(0, debugging_step)
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556
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557 # Step args
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558 if steps:
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559 step_args = [self._build_step_args(step) for step in steps]
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560 params.update(self._build_step_list(step_args))
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561
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562 if bootstrap_actions:
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563 bootstrap_action_args = [self._build_bootstrap_action_args(bootstrap_action) for bootstrap_action in bootstrap_actions]
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564 params.update(self._build_bootstrap_action_list(bootstrap_action_args))
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diff changeset
565
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566 if ami_version:
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567 params['AmiVersion'] = ami_version
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568
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569 if additional_info is not None:
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570 params['AdditionalInfo'] = additional_info
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571
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572 if api_params:
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573 for key, value in six.iteritems(api_params):
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574 if value is None:
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575 params.pop(key, None)
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576 else:
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577 params[key] = value
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578
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579 if visible_to_all_users is not None:
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580 if visible_to_all_users:
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581 params['VisibleToAllUsers'] = 'true'
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582 else:
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583 params['VisibleToAllUsers'] = 'false'
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584
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585 if job_flow_role is not None:
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586 params['JobFlowRole'] = job_flow_role
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587
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588 if service_role is not None:
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589 params['ServiceRole'] = service_role
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590
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591 response = self.get_object(
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592 'RunJobFlow', params, RunJobFlowResponse, verb='POST')
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593 return response.jobflowid
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594
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595 def set_termination_protection(self, jobflow_id,
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596 termination_protection_status):
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597 """
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598 Set termination protection on specified Elastic MapReduce job flows
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diff changeset
599
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600 :type jobflow_ids: list or str
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diff changeset
601 :param jobflow_ids: A list of job flow IDs
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diff changeset
602
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603 :type termination_protection_status: bool
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604 :param termination_protection_status: Termination protection status
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diff changeset
605 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
606 assert termination_protection_status in (True, False)
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diff changeset
607
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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608 params = {}
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
609 params['TerminationProtected'] = (termination_protection_status and "true") or "false"
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diff changeset
610 self.build_list_params(params, [jobflow_id], 'JobFlowIds.member')
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diff changeset
611
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612 return self.get_status('SetTerminationProtection', params, verb='POST')
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diff changeset
613
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614 def set_visible_to_all_users(self, jobflow_id, visibility):
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615 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
616 Set whether specified Elastic Map Reduce job flows are visible to all IAM users
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617
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618 :type jobflow_ids: list or str
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diff changeset
619 :param jobflow_ids: A list of job flow IDs
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diff changeset
620
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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621 :type visibility: bool
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622 :param visibility: Visibility
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diff changeset
623 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
624 assert visibility in (True, False)
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diff changeset
625
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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626 params = {}
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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627 params['VisibleToAllUsers'] = (visibility and "true") or "false"
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diff changeset
628 self.build_list_params(params, [jobflow_id], 'JobFlowIds.member')
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diff changeset
629
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630 return self.get_status('SetVisibleToAllUsers', params, verb='POST')
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diff changeset
631
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632 def _build_bootstrap_action_args(self, bootstrap_action):
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633 bootstrap_action_params = {}
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634 bootstrap_action_params['ScriptBootstrapAction.Path'] = bootstrap_action.path
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diff changeset
635
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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636 try:
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637 bootstrap_action_params['Name'] = bootstrap_action.name
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diff changeset
638 except AttributeError:
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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639 pass
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640
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641 args = bootstrap_action.args()
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642 if args:
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643 self.build_list_params(bootstrap_action_params, args, 'ScriptBootstrapAction.Args.member')
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644
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645 return bootstrap_action_params
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646
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647 def _build_step_args(self, step):
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diff changeset
648 step_params = {}
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649 step_params['ActionOnFailure'] = step.action_on_failure
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diff changeset
650 step_params['HadoopJarStep.Jar'] = step.jar()
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diff changeset
651
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652 main_class = step.main_class()
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653 if main_class:
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654 step_params['HadoopJarStep.MainClass'] = main_class
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655
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656 args = step.args()
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657 if args:
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658 self.build_list_params(step_params, args, 'HadoopJarStep.Args.member')
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659
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660 step_params['Name'] = step.name
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661 return step_params
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662
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663 def _build_bootstrap_action_list(self, bootstrap_actions):
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664 if not isinstance(bootstrap_actions, list):
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665 bootstrap_actions = [bootstrap_actions]
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666
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667 params = {}
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668 for i, bootstrap_action in enumerate(bootstrap_actions):
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669 for key, value in six.iteritems(bootstrap_action):
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670 params['BootstrapActions.member.%s.%s' % (i + 1, key)] = value
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671 return params
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672
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673 def _build_step_list(self, steps):
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674 if not isinstance(steps, list):
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675 steps = [steps]
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676
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677 params = {}
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678 for i, step in enumerate(steps):
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679 for key, value in six.iteritems(step):
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680 params['Steps.member.%s.%s' % (i+1, key)] = value
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681 return params
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682
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683 def _build_string_list(self, field, items):
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684 if not isinstance(items, list):
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685 items = [items]
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686
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687 params = {}
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688 for i, item in enumerate(items):
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689 params['%s.member.%s' % (field, i + 1)] = item
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690 return params
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691
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692 def _build_tag_list(self, tags):
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693 assert isinstance(tags, dict)
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694
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695 params = {}
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696 for i, key_value in enumerate(sorted(six.iteritems(tags)), start=1):
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697 key, value = key_value
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698 current_prefix = 'Tags.member.%s' % i
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699 params['%s.Key' % current_prefix] = key
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700 if value:
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701 params['%s.Value' % current_prefix] = value
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702 return params
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703
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704 def _build_instance_common_args(self, ec2_keyname, availability_zone,
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705 keep_alive, hadoop_version):
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706 """
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707 Takes a number of parameters used when starting a jobflow (as
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708 specified in run_jobflow() above). Returns a comparable dict for
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
709 use in making a RunJobFlow request.
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710 """
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711 params = {
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712 'Instances.KeepJobFlowAliveWhenNoSteps': str(keep_alive).lower(),
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713 }
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714
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715 if hadoop_version:
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diff changeset
716 params['Instances.HadoopVersion'] = hadoop_version
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717 if ec2_keyname:
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718 params['Instances.Ec2KeyName'] = ec2_keyname
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diff changeset
719 if availability_zone:
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720 params['Instances.Placement.AvailabilityZone'] = availability_zone
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diff changeset
721
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722 return params
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723
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724 def _build_instance_count_and_type_args(self, master_instance_type,
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725 slave_instance_type, num_instances):
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diff changeset
726 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
727 Takes a master instance type (string), a slave instance type
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diff changeset
728 (string), and a number of instances. Returns a comparable dict
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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parents:
diff changeset
729 for use in making a RunJobFlow request.
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diff changeset
730 """
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diff changeset
731 params = {'Instances.MasterInstanceType': master_instance_type,
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diff changeset
732 'Instances.SlaveInstanceType': slave_instance_type,
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diff changeset
733 'Instances.InstanceCount': num_instances}
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diff changeset
734 return params
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diff changeset
735
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diff changeset
736 def _build_instance_group_args(self, instance_group):
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diff changeset
737 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
738 Takes an InstanceGroup; returns a dict that, when its keys are
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
739 properly prefixed, can be used for describing InstanceGroups in
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
740 RunJobFlow or AddInstanceGroups requests.
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
741 """
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742 params = {'InstanceCount': instance_group.num_instances,
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743 'InstanceRole': instance_group.role,
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diff changeset
744 'InstanceType': instance_group.type,
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diff changeset
745 'Name': instance_group.name,
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diff changeset
746 'Market': instance_group.market}
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diff changeset
747 if instance_group.market == 'SPOT':
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
748 params['BidPrice'] = instance_group.bidprice
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diff changeset
749 return params
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750
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751 def _build_instance_group_list_args(self, instance_groups):
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752 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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753 Takes a list of InstanceGroups, or a single InstanceGroup. Returns
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
754 a comparable dict for use in making a RunJobFlow or AddInstanceGroups
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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diff changeset
755 request.
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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756 """
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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757 if not isinstance(instance_groups, list):
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758 instance_groups = [instance_groups]
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759
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760 params = {}
d30785e31577 "planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
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761 for i, instance_group in enumerate(instance_groups):
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762 ig_dict = self._build_instance_group_args(instance_group)
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diff changeset
763 for key, value in six.iteritems(ig_dict):
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diff changeset
764 params['InstanceGroups.member.%d.%s' % (i+1, key)] = value
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diff changeset
765 return params