Mercurial > repos > shellac > guppy_basecaller
annotate env/lib/python3.7/site-packages/bioblend/cloudman/launch.py @ 2:6af9afd405e9 draft
"planemo upload commit 0a63dd5f4d38a1f6944587f52a8cd79874177fc1"
author | shellac |
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date | Thu, 14 May 2020 14:56:58 -0400 |
parents | 26e78fe6e8c4 |
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1 """ |
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2 Setup and launch a CloudMan instance. |
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3 """ |
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4 import datetime |
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5 import socket |
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6 |
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7 import boto |
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8 import six |
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9 import yaml |
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10 from boto.compat import http_client |
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11 from boto.ec2.regioninfo import RegionInfo |
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12 from boto.exception import EC2ResponseError, S3ResponseError |
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13 from boto.s3.connection import OrdinaryCallingFormat, S3Connection, SubdomainCallingFormat |
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14 from six.moves.http_client import HTTPConnection |
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15 from six.moves.urllib.parse import urlparse |
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16 |
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17 import bioblend |
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18 from bioblend.util import Bunch |
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19 |
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20 |
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21 # Uncomment the following line if no logging from boto is desired |
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22 # bioblend.logging.getLogger('boto').setLevel(bioblend.logging.CRITICAL) |
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23 # Uncomment the following line if logging at the prompt is desired |
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24 # bioblend.set_stream_logger(__name__) |
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25 def instance_types(cloud_name='generic'): |
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26 """ |
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27 Return a list of dictionaries containing details about the available |
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28 instance types for the given `cloud_name`. |
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29 |
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30 :type cloud_name: str |
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31 :param cloud_name: A name of the cloud for which the list of instance |
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32 types will be returned. Valid values are: `aws`, |
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33 `nectar`, `generic`. |
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34 |
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35 :rtype: list |
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36 :return: A list of dictionaries describing instance types. Each dict will |
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37 contain the following keys: `name`, `model`, and `description`. |
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38 """ |
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39 instance_list = [] |
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40 if cloud_name.lower() == 'aws': |
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41 instance_list.append({"model": "c3.large", |
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42 "name": "Compute optimized Large", |
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43 "description": "2 vCPU/4GB RAM"}) |
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44 instance_list.append({"model": "c3.2xlarge", |
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45 "name": "Compute optimized 2xLarge", |
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46 "description": "8 vCPU/15GB RAM"}) |
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47 instance_list.append({"model": "c3.8xlarge", |
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48 "name": "Compute optimized 8xLarge", |
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49 "description": "32 vCPU/60GB RAM"}) |
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50 elif cloud_name.lower() in ['nectar', 'generic']: |
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51 instance_list.append({"model": "m1.small", |
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52 "name": "Small", |
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53 "description": "1 vCPU / 4GB RAM"}) |
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54 instance_list.append({"model": "m1.medium", |
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55 "name": "Medium", |
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56 "description": "2 vCPU / 8GB RAM"}) |
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57 instance_list.append({"model": "m1.large", |
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58 "name": "Large", |
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59 "description": "4 vCPU / 16GB RAM"}) |
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60 instance_list.append({"model": "m1.xlarge", |
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61 "name": "Extra Large", |
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62 "description": "8 vCPU / 32GB RAM"}) |
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63 instance_list.append({"model": "m1.xxlarge", |
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64 "name": "Extra-extra Large", |
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65 "description": "16 vCPU / 64GB RAM"}) |
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66 return instance_list |
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67 |
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68 |
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69 class CloudManLauncher(object): |
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70 |
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71 def __init__(self, access_key, secret_key, cloud=None): |
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72 """ |
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73 Define the environment in which this instance of CloudMan will be launched. |
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74 |
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75 Besides providing the credentials, optionally provide the ``cloud`` |
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76 object. This object must define the properties required to establish a |
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77 `boto <https://github.com/boto/boto/>`_ connection to that cloud. See |
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78 this method's implementation for an example of the required fields. |
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79 Note that as long the as provided object defines the required fields, |
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80 it can really by implemented as anything (e.g., a Bunch, a database |
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81 object, a custom class). If no value for the ``cloud`` argument is |
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82 provided, the default is to use the Amazon cloud. |
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83 """ |
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84 self.access_key = access_key |
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85 self.secret_key = secret_key |
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86 if cloud is None: |
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87 # Default to an EC2-compatible object |
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88 self.cloud = Bunch(id='1', # for compatibility w/ DB representation |
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89 name="Amazon", |
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90 cloud_type="ec2", |
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91 bucket_default="cloudman", |
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92 region_name="us-east-1", |
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93 region_endpoint="ec2.amazonaws.com", |
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94 ec2_port="", |
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95 ec2_conn_path="/", |
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96 cidr_range="", |
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97 is_secure=True, |
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98 s3_host="s3.amazonaws.com", |
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99 s3_port="", |
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100 s3_conn_path='/') |
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101 else: |
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102 self.cloud = cloud |
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103 self.ec2_conn = self.connect_ec2( |
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104 self.access_key, |
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105 self.secret_key, |
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106 self.cloud) |
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107 self.vpc_conn = self.connect_vpc( |
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108 self.access_key, |
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109 self.secret_key, |
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110 self.cloud) |
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111 # Define exceptions from http_client that we want to catch and retry |
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112 self.http_exceptions = (http_client.HTTPException, socket.error, |
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113 socket.gaierror, http_client.BadStatusLine) |
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114 |
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115 def __repr__(self): |
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116 return "Cloud: {0}; acct ID: {1}".format( |
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117 self.cloud.name, self.access_key) |
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118 |
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119 def launch(self, cluster_name, image_id, instance_type, password, |
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120 kernel_id=None, ramdisk_id=None, key_name='cloudman_key_pair', |
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121 security_groups=['CloudMan'], placement='', subnet_id=None, |
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122 ebs_optimized=False, **kwargs): |
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123 """ |
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124 Check all the prerequisites (key pair and security groups) for |
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125 launching a CloudMan instance, compose the user data based on the |
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126 parameters specified in the arguments and the cloud properties as |
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127 defined in the object's ``cloud`` field. |
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128 |
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129 For the current list of user data fields that can be provided via |
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130 ``kwargs``, see `<https://galaxyproject.org/cloudman/userdata/>`_ |
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131 |
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132 Return a dict containing the properties and info with which an instance |
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133 was launched, namely: ``sg_names`` containing the names of the security |
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134 groups, ``kp_name`` containing the name of the key pair, ``kp_material`` |
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135 containing the private portion of the key pair (*note* that this portion |
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136 of the key is available and can be retrieved *only* at the time the key |
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137 is created, which will happen only if no key with the name provided in |
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138 the ``key_name`` argument exists), ``rs`` containing the |
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139 `boto <https://github.com/boto/boto/>`_ ``ResultSet`` object, |
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140 ``instance_id`` containing the ID of a started instance, and |
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141 ``error`` containing an error message if there was one. |
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142 """ |
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143 ret = {'sg_names': [], |
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144 'sg_ids': [], |
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145 'kp_name': '', |
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146 'kp_material': '', |
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147 'rs': None, |
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148 'instance_id': '', |
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149 'error': None} |
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150 # First satisfy the prerequisites |
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151 for sg in security_groups: |
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152 # Get VPC ID in case we're launching into a VPC |
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153 vpc_id = None |
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154 if subnet_id: |
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155 try: |
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156 sn = self.vpc_conn.get_all_subnets(subnet_id)[0] |
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157 vpc_id = sn.vpc_id |
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158 except (EC2ResponseError, IndexError) as e: |
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159 bioblend.log.exception("Trouble fetching subnet %s: %s" % |
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160 (subnet_id, e)) |
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161 cmsg = self.create_cm_security_group(sg, vpc_id=vpc_id) |
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162 ret['error'] = cmsg['error'] |
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163 if ret['error']: |
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164 return ret |
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165 if cmsg['name']: |
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166 ret['sg_names'].append(cmsg['name']) |
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167 ret['sg_ids'].append(cmsg['sg_id']) |
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168 if subnet_id: |
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169 # Must setup a network interface if launching into VPC |
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170 security_groups = None |
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171 interface = boto.ec2.networkinterface.NetworkInterfaceSpecification( |
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172 subnet_id=subnet_id, groups=[cmsg['sg_id']], |
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173 associate_public_ip_address=True) |
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174 network_interfaces = (boto.ec2.networkinterface. |
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175 NetworkInterfaceCollection(interface)) |
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176 else: |
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177 network_interfaces = None |
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178 kp_info = self.create_key_pair(key_name) |
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179 ret['kp_name'] = kp_info['name'] |
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180 ret['kp_material'] = kp_info['material'] |
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181 ret['error'] = kp_info['error'] |
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182 if ret['error']: |
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183 return ret |
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184 # If not provided, try to find a placement |
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185 # TODO: Should placement always be checked? To make sure it's correct |
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186 # for existing clusters. |
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187 if not placement: |
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188 placement = self._find_placement( |
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189 cluster_name).get('placement', None) |
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190 # Compose user data for launching an instance, ensuring we have the |
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191 # required fields |
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192 kwargs['access_key'] = self.access_key |
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193 kwargs['secret_key'] = self.secret_key |
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194 kwargs['cluster_name'] = cluster_name |
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195 kwargs['password'] = password |
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196 kwargs['cloud_name'] = self.cloud.name |
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197 ud = self._compose_user_data(kwargs) |
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198 # Now launch an instance |
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199 try: |
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200 |
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201 rs = None |
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202 rs = self.ec2_conn.run_instances(image_id=image_id, |
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203 instance_type=instance_type, |
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204 key_name=key_name, |
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205 security_groups=security_groups, |
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206 # The following two arguments are |
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207 # provided in the network_interface |
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208 # instead of arguments: |
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209 # security_group_ids=security_group_ids, |
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210 # subnet_id=subnet_id, |
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211 network_interfaces=network_interfaces, |
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212 user_data=ud, |
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213 kernel_id=kernel_id, |
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214 ramdisk_id=ramdisk_id, |
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215 placement=placement, |
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216 ebs_optimized=ebs_optimized) |
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217 ret['rs'] = rs |
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218 except EC2ResponseError as e: |
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219 err_msg = "Problem launching an instance: {0} (code {1}; status {2})" \ |
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220 .format(e.message, e.error_code, e.status) |
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221 bioblend.log.exception(err_msg) |
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222 ret['error'] = err_msg |
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223 return ret |
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224 else: |
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225 if rs: |
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226 try: |
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227 bioblend.log.info( |
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228 "Launched an instance with ID %s" % |
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229 rs.instances[0].id) |
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230 ret['instance_id'] = rs.instances[0].id |
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231 ret['instance_ip'] = rs.instances[0].ip_address |
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232 except EC2ResponseError as e: |
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233 err_msg = "Problem with the launched instance object: {0} " \ |
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234 "(code {1}; status {2})" \ |
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235 .format(e.message, e.error_code, e.status) |
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236 bioblend.log.exception(err_msg) |
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237 ret['error'] = err_msg |
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238 else: |
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239 ret['error'] = ("No response after launching an instance. Check " |
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240 "your account permissions and try again.") |
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241 return ret |
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242 |
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243 def create_cm_security_group(self, sg_name='CloudMan', vpc_id=None): |
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244 """ |
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245 Create a security group with all authorizations required to run CloudMan. |
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246 |
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247 If the group already exists, check its rules and add the missing ones. |
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248 |
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249 :type sg_name: str |
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250 :param sg_name: A name for the security group to be created. |
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251 |
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252 :type vpc_id: str |
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253 :param vpc_id: VPC ID under which to create the security group. |
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254 |
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255 :rtype: dict |
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256 :return: A dictionary containing keys ``name`` (with the value being the |
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257 name of the security group that was created), ``error`` |
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258 (with the value being the error message if there was an error |
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259 or ``None`` if no error was encountered), and ``ports`` |
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260 (containing the list of tuples with port ranges that were |
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261 opened or attempted to be opened). |
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262 |
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263 .. versionchanged:: 0.6.1 |
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264 The return value changed from a string to a dict |
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265 """ |
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266 ports = (('20', '21'), # FTP |
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267 ('22', '22'), # SSH |
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268 ('80', '80'), # Web UI |
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269 ('443', '443'), # SSL Web UI |
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270 ('8800', '8800'), # NodeJS Proxy for Galaxy IPython IE |
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271 ('9600', '9700'), # HTCondor |
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272 ('30000', '30100')) # FTP transfer |
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273 progress = {'name': None, |
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274 'sg_id': None, |
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275 'error': None, |
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276 'ports': ports} |
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277 cmsg = None |
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278 filters = None |
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279 if vpc_id: |
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280 filters = {'vpc-id': vpc_id} |
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281 # Check if this security group already exists |
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282 try: |
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283 sgs = self.ec2_conn.get_all_security_groups(filters=filters) |
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284 except EC2ResponseError as e: |
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285 err_msg = ("Problem getting security groups. This could indicate a " |
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286 "problem with your account credentials or permissions: " |
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287 "{0} (code {1}; status {2})" |
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288 .format(e.message, e.error_code, e.status)) |
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289 bioblend.log.exception(err_msg) |
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290 progress['error'] = err_msg |
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291 return progress |
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292 for sg in sgs: |
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293 if sg.name == sg_name: |
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294 cmsg = sg |
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295 bioblend.log.debug("Security group '%s' already exists; will " |
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296 "add authorizations next." % sg_name) |
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297 break |
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298 # If it does not exist, create security group |
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299 if cmsg is None: |
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300 bioblend.log.debug("Creating Security Group %s" % sg_name) |
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301 try: |
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302 cmsg = self.ec2_conn.create_security_group(sg_name, 'A security ' |
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303 'group for CloudMan', |
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304 vpc_id=vpc_id) |
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305 except EC2ResponseError as e: |
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306 err_msg = "Problem creating security group '{0}': {1} (code {2}; " \ |
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307 "status {3})" \ |
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308 .format(sg_name, e.message, e.error_code, e.status) |
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309 bioblend.log.exception(err_msg) |
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310 progress['error'] = err_msg |
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311 if cmsg: |
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312 progress['name'] = cmsg.name |
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313 progress['sg_id'] = cmsg.id |
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314 # Add appropriate authorization rules |
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315 # If these rules already exist, nothing will be changed in the SG |
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316 for port in ports: |
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317 try: |
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318 if not self.rule_exists( |
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319 cmsg.rules, from_port=port[0], to_port=port[1]): |
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320 cmsg.authorize( |
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321 ip_protocol='tcp', |
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322 from_port=port[0], |
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323 to_port=port[1], |
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324 cidr_ip='0.0.0.0/0') |
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325 else: |
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326 bioblend.log.debug( |
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327 "Rule (%s:%s) already exists in the SG" % |
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328 (port[0], port[1])) |
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329 except EC2ResponseError as e: |
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330 err_msg = "A problem adding security group authorizations: {0} " \ |
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331 "(code {1}; status {2})" \ |
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332 .format(e.message, e.error_code, e.status) |
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333 bioblend.log.exception(err_msg) |
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334 progress['error'] = err_msg |
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335 # Add ICMP (i.e., ping) rule required by HTCondor |
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336 try: |
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337 if not self.rule_exists( |
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338 cmsg.rules, from_port='-1', to_port='-1', ip_protocol='icmp'): |
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339 cmsg.authorize( |
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340 ip_protocol='icmp', |
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341 from_port=-1, |
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342 to_port=-1, |
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343 cidr_ip='0.0.0.0/0') |
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344 else: |
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345 bioblend.log.debug( |
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346 "ICMP rule already exists in {0} SG.".format(sg_name)) |
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347 except EC2ResponseError as e: |
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348 err_msg = "A problem with security ICMP rule authorization: {0} " \ |
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349 "(code {1}; status {2})" \ |
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350 .format(e.message, e.error_code, e.status) |
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351 bioblend.log.exception(err_msg) |
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352 progress['err_msg'] = err_msg |
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353 # Add rule that allows communication between instances in the same |
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354 # SG |
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355 # A flag to indicate if group rule already exists |
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356 g_rule_exists = False |
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357 for rule in cmsg.rules: |
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358 for grant in rule.grants: |
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359 if grant.name == cmsg.name: |
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360 g_rule_exists = True |
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361 bioblend.log.debug( |
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362 "Group rule already exists in the SG.") |
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363 if g_rule_exists: |
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364 break |
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365 if not g_rule_exists: |
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366 try: |
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367 cmsg.authorize( |
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368 src_group=cmsg, |
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369 ip_protocol='tcp', |
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370 from_port=0, |
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371 to_port=65535) |
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372 except EC2ResponseError as e: |
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373 err_msg = "A problem with security group group " \ |
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374 "authorization: {0} (code {1}; status {2})" \ |
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375 .format(e.message, e.error_code, e.status) |
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376 bioblend.log.exception(err_msg) |
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377 progress['err_msg'] = err_msg |
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378 bioblend.log.info( |
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379 "Done configuring '%s' security group" % |
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380 cmsg.name) |
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381 else: |
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382 bioblend.log.warning( |
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383 "Did not create security group '{0}'".format(sg_name)) |
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384 return progress |
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385 |
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386 def rule_exists( |
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387 self, rules, from_port, to_port, ip_protocol='tcp', cidr_ip='0.0.0.0/0'): |
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388 """ |
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389 A convenience method to check if an authorization rule in a security group |
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390 already exists. |
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391 """ |
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392 for rule in rules: |
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393 if rule.ip_protocol == ip_protocol and rule.from_port == from_port and \ |
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394 rule.to_port == to_port and cidr_ip in [ip.cidr_ip for ip in rule.grants]: |
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395 return True |
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396 return False |
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397 |
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398 def create_key_pair(self, key_name='cloudman_key_pair'): |
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399 """ |
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400 If a key pair with the provided ``key_name`` does not exist, create it. |
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401 |
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402 :type sg_name: str |
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403 :param sg_name: A name for the key pair to be created. |
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404 |
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405 :rtype: dict |
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406 :return: A dictionary containing keys ``name`` (with the value being the |
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407 name of the key pair that was created), ``error`` |
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408 (with the value being the error message if there was an error |
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409 or ``None`` if no error was encountered), and ``material`` |
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410 (containing the unencrypted PEM encoded RSA private key if the |
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411 key was created or ``None`` if the key already eixsted). |
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412 |
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413 .. versionchanged:: 0.6.1 |
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414 The return value changed from a tuple to a dict |
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415 """ |
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416 progress = {'name': None, |
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417 'material': None, |
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418 'error': None} |
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419 kp = None |
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420 # Check if a key pair under the given name already exists. If it does not, |
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421 # create it, else return. |
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422 try: |
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423 kps = self.ec2_conn.get_all_key_pairs() |
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424 except EC2ResponseError as e: |
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425 err_msg = "Problem getting key pairs: {0} (code {1}; status {2})" \ |
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426 .format(e.message, e.error_code, e.status) |
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427 bioblend.log.exception(err_msg) |
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428 progress['error'] = err_msg |
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429 return progress |
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430 for akp in kps: |
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431 if akp.name == key_name: |
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432 bioblend.log.info( |
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433 "Key pair '%s' already exists; reusing it." % |
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434 key_name) |
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435 progress['name'] = akp.name |
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436 return progress |
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437 try: |
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438 kp = self.ec2_conn.create_key_pair(key_name) |
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439 except EC2ResponseError as e: |
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440 err_msg = "Problem creating key pair '{0}': {1} (code {2}; status {3})" \ |
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441 .format(key_name, e.message, e.error_code, e.status) |
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442 bioblend.log.exception(err_msg) |
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443 progress['error'] = err_msg |
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444 return progress |
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445 bioblend.log.info("Created key pair '%s'" % kp.name) |
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446 progress['name'] = kp.name |
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447 progress['material'] = kp.material |
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448 return progress |
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449 |
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450 def assign_floating_ip(self, ec2_conn, instance): |
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451 try: |
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452 bioblend.log.debug("Allocating a new floating IP address.") |
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453 address = ec2_conn.allocate_address() |
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454 except EC2ResponseError as e: |
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455 bioblend.log.exception("Exception allocating a new floating IP " |
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456 "address: %s" % e) |
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457 bioblend.log.info("Associating floating IP %s to instance %s" % |
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458 (address.public_ip, instance.id)) |
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459 ec2_conn.associate_address(instance_id=instance.id, |
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460 public_ip=address.public_ip) |
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461 |
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462 def get_status(self, instance_id): |
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463 """ |
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464 Check on the status of an instance. ``instance_id`` needs to be a |
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465 ``boto``-library copatible instance ID (e.g., ``i-8fehrdss``).If |
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466 ``instance_id`` is not provided, the ID obtained when launching |
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467 *the most recent* instance is used. Note that this assumes the instance |
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468 being checked on was launched using this class. Also note that the same |
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469 class may be used to launch multiple instances but only the most recent |
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470 ``instance_id`` is kept while any others will to be explicitly specified. |
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471 |
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472 This method also allows the required ``ec2_conn`` connection object to be |
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473 provided at invocation time. If the object is not provided, credentials |
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474 defined for the class are used (ability to specify a custom ``ec2_conn`` |
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475 helps in case of stateless method invocations). |
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476 |
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477 Return a ``state`` dict containing the following keys: ``instance_state``, |
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478 ``public_ip``, ``placement``, and ``error``, which capture CloudMan's |
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479 current state. For ``instance_state``, expected values are: ``pending``, |
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480 ``booting``, ``running``, or ``error`` and represent the state of the |
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481 underlying instance. Other keys will return an empty value until the |
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482 ``instance_state`` enters ``running`` state. |
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483 """ |
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484 ec2_conn = self.ec2_conn |
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485 rs = None |
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486 state = {'instance_state': "", |
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487 'public_ip': "", |
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488 'placement': "", |
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489 'error': ""} |
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490 |
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491 # Make sure we have an instance ID |
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492 if instance_id is None: |
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493 err = "Missing instance ID, cannot check the state." |
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494 bioblend.log.error(err) |
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495 state['error'] = err |
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496 return state |
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497 try: |
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498 rs = ec2_conn.get_all_instances([instance_id]) |
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499 if rs is not None: |
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500 inst_state = rs[0].instances[0].update() |
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501 public_ip = rs[0].instances[0].ip_address |
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502 state['public_ip'] = public_ip |
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503 if inst_state == 'running': |
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504 # if there's a private ip, but no public ip |
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505 # attempt auto allocation of floating IP |
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506 if rs[0].instances[0].private_ip_address and not public_ip: |
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507 self.assign_floating_ip(ec2_conn, rs[0].instances[0]) |
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508 cm_url = "http://{dns}/cloud".format(dns=public_ip) |
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509 # Wait until the CloudMan URL is accessible to return the |
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510 # data |
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511 if self._checkURL(cm_url) is True: |
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512 state['instance_state'] = inst_state |
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513 state['placement'] = rs[0].instances[0].placement |
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514 else: |
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515 state['instance_state'] = 'booting' |
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516 else: |
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517 state['instance_state'] = inst_state |
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518 except Exception as e: |
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519 err = "Problem updating instance '%s' state: %s" % (instance_id, e) |
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520 bioblend.log.error(err) |
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521 state['error'] = err |
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522 return state |
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523 |
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524 def get_clusters_pd(self, include_placement=True): |
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525 """ |
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526 Return *persistent data* of all existing clusters for this account. |
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527 |
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528 :type include_placement: bool |
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529 :param include_placement: Whether or not to include region placement for |
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530 the clusters. Setting this option will lead |
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531 to a longer function runtime. |
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532 |
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533 :rtype: dict |
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534 :return: A dictionary containing keys ``clusters`` and ``error``. The |
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535 value of ``clusters`` will be a dictionary with the following keys |
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536 ``cluster_name``, ``persistent_data``, ``bucket_name`` and optionally |
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537 ``placement`` or an empty list if no clusters were found or an |
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538 error was encountered. ``persistent_data`` key value is yet |
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539 another dictionary containing given cluster's persistent data. |
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540 The value for the ``error`` key will contain a string with the |
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541 error message. |
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542 |
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543 .. versionadded:: 0.3 |
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544 .. versionchanged:: 0.7.0 |
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545 The return value changed from a list to a dictionary. |
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546 """ |
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547 clusters = [] |
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548 response = {'clusters': clusters, 'error': None} |
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549 s3_conn = self.connect_s3(self.access_key, self.secret_key, self.cloud) |
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550 try: |
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551 buckets = s3_conn.get_all_buckets() |
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552 except S3ResponseError as e: |
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553 response['error'] = "S3ResponseError getting buckets: %s" % e |
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554 except self.http_exceptions as ex: |
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555 response['error'] = "Exception getting buckets: %s" % ex |
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556 if response['error']: |
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557 bioblend.log.exception(response['error']) |
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558 return response |
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559 for bucket in [b for b in buckets if b.name.startswith('cm-')]: |
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560 try: |
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561 # TODO: first lookup if persistent_data.yaml key exists |
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562 pd = bucket.get_key('persistent_data.yaml') |
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563 except S3ResponseError: |
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564 # This can fail for a number of reasons for non-us and/or |
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565 # CNAME'd buckets but it is not a terminal error |
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566 bioblend.log.warning("Problem fetching persistent_data.yaml " |
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567 "from bucket %s" % bucket) |
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568 continue |
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569 if pd: |
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570 # We are dealing with a CloudMan bucket |
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571 pd_contents = pd.get_contents_as_string() |
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572 pd = yaml.load(pd_contents) |
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573 if 'cluster_name' in pd: |
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574 cluster_name = pd['cluster_name'] |
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575 else: |
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576 for key in bucket.list(): |
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577 if key.name.endswith('.clusterName'): |
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578 cluster_name = key.name.split('.clusterName')[0] |
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579 cluster = {'cluster_name': cluster_name, |
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580 'persistent_data': pd, |
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581 'bucket_name': bucket.name} |
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582 # Look for cluster's placement too |
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583 if include_placement: |
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584 placement = self._find_placement(cluster_name, cluster) |
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585 cluster['placement'] = placement |
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586 clusters.append(cluster) |
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587 response['clusters'] = clusters |
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588 return response |
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589 |
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590 def get_cluster_pd(self, cluster_name): |
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591 """ |
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592 Return *persistent data* (as a dict) associated with a cluster with the |
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593 given ``cluster_name``. If a cluster with the given name is not found, |
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594 return an empty dict. |
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595 |
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596 .. versionadded:: 0.3 |
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597 """ |
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598 cluster = {} |
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599 clusters = self.get_clusters_pd().get('clusters', []) |
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600 for c in clusters: |
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601 if c['cluster_name'] == cluster_name: |
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602 cluster = c |
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603 break |
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604 return cluster |
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605 |
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606 def connect_ec2(self, a_key, s_key, cloud=None): |
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607 """ |
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608 Create and return an EC2-compatible connection object for the given cloud. |
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609 |
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610 See ``_get_cloud_info`` method for more details on the requirements for |
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611 the ``cloud`` parameter. If no value is provided, the class field is used. |
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612 """ |
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613 if cloud is None: |
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614 cloud = self.cloud |
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615 ci = self._get_cloud_info(cloud) |
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616 r = RegionInfo(name=ci['region_name'], endpoint=ci['region_endpoint']) |
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617 ec2_conn = boto.connect_ec2(aws_access_key_id=a_key, |
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618 aws_secret_access_key=s_key, |
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619 is_secure=ci['is_secure'], |
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620 region=r, |
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621 port=ci['ec2_port'], |
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622 path=ci['ec2_conn_path'], |
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623 validate_certs=False) |
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624 return ec2_conn |
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625 |
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626 def connect_s3(self, a_key, s_key, cloud=None): |
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627 """ |
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628 Create and return an S3-compatible connection object for the given cloud. |
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629 |
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630 See ``_get_cloud_info`` method for more details on the requirements for |
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631 the ``cloud`` parameter. If no value is provided, the class field is used. |
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632 """ |
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633 if cloud is None: |
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634 cloud = self.cloud |
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635 ci = self._get_cloud_info(cloud) |
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636 if ci['cloud_type'] == 'amazon': |
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637 calling_format = SubdomainCallingFormat() |
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638 else: |
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639 calling_format = OrdinaryCallingFormat() |
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640 s3_conn = S3Connection( |
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641 aws_access_key_id=a_key, aws_secret_access_key=s_key, |
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642 is_secure=ci['is_secure'], port=ci['s3_port'], host=ci['s3_host'], |
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643 path=ci['s3_conn_path'], calling_format=calling_format) |
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644 return s3_conn |
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645 |
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646 def connect_vpc(self, a_key, s_key, cloud=None): |
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647 """ |
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648 Establish a connection to the VPC service. |
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649 |
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650 TODO: Make this work with non-default clouds as well. |
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651 """ |
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652 if cloud is None: |
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653 cloud = self.cloud |
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654 ci = self._get_cloud_info(cloud) |
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655 r = RegionInfo(name=ci['region_name'], endpoint=ci['region_endpoint']) |
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656 vpc_conn = boto.connect_vpc( |
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657 aws_access_key_id=a_key, |
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658 aws_secret_access_key=s_key, |
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659 is_secure=ci['is_secure'], |
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660 region=r, |
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661 port=ci['ec2_port'], |
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662 path=ci['ec2_conn_path'], |
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663 validate_certs=False) |
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664 return vpc_conn |
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665 |
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666 def _compose_user_data(self, user_provided_data): |
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667 """ |
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668 A convenience method used to compose and properly format the user data |
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669 required when requesting an instance. |
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670 |
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671 ``user_provided_data`` is the data provided by a user required to identify |
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672 a cluster and user other user requirements. |
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673 """ |
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674 form_data = {} |
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675 # Do not include the following fields in the user data but do include |
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676 # any 'advanced startup fields' that might be added in the future |
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677 excluded_fields = ['sg_name', 'image_id', 'instance_id', 'kp_name', |
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678 'cloud', 'cloud_type', 'public_dns', 'cidr_range', |
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679 'kp_material', 'placement', 'flavor_id'] |
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680 for key, value in six.iteritems(user_provided_data): |
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681 if key not in excluded_fields: |
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682 form_data[key] = value |
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683 # If the following user data keys are empty, do not include them in the |
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684 # request user data |
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685 udkeys = [ |
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686 'post_start_script_url', |
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687 'worker_post_start_script_url', |
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688 'bucket_default', |
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689 'share_string'] |
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690 for udkey in udkeys: |
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691 if udkey in form_data and form_data[udkey] == '': |
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692 del form_data[udkey] |
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693 # If bucket_default was not provided, add a default value to the user data |
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694 # (missing value does not play nicely with CloudMan's ec2autorun.py) |
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695 if not form_data.get( |
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696 'bucket_default', None) and self.cloud.bucket_default: |
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697 form_data['bucket_default'] = self.cloud.bucket_default |
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698 # Reuse the ``password`` for the ``freenxpass`` user data option |
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699 if 'freenxpass' not in form_data and 'password' in form_data: |
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700 form_data['freenxpass'] = form_data['password'] |
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701 # Convert form_data into the YAML format |
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702 ud = yaml.dump(form_data, default_flow_style=False, allow_unicode=False) |
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703 # Also include connection info about the selected cloud |
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704 ci = self._get_cloud_info(self.cloud, as_str=True) |
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705 return ud + "\n" + ci |
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706 |
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707 def _get_cloud_info(self, cloud, as_str=False): |
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708 """ |
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709 Get connection information about a given cloud |
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710 """ |
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711 ci = {} |
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712 ci['cloud_type'] = cloud.cloud_type |
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713 ci['region_name'] = cloud.region_name |
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714 ci['region_endpoint'] = cloud.region_endpoint |
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715 ci['is_secure'] = cloud.is_secure |
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716 ci['ec2_port'] = cloud.ec2_port if cloud.ec2_port != '' else None |
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717 ci['ec2_conn_path'] = cloud.ec2_conn_path |
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718 # Include cidr_range only if not empty |
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719 if cloud.cidr_range != '': |
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720 ci['cidr_range'] = cloud.cidr_range |
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721 ci['s3_host'] = cloud.s3_host |
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722 ci['s3_port'] = cloud.s3_port if cloud.s3_port != '' else None |
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723 ci['s3_conn_path'] = cloud.s3_conn_path |
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724 if as_str: |
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725 ci = yaml.dump(ci, default_flow_style=False, allow_unicode=False) |
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726 return ci |
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727 |
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728 def _get_volume_placement(self, vol_id): |
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729 """ |
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730 Returns the placement of a volume (or None, if it cannot be determined) |
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731 """ |
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732 try: |
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733 vol = self.ec2_conn.get_all_volumes(volume_ids=[vol_id]) |
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734 except EC2ResponseError as ec2e: |
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735 bioblend.log.error("EC2ResponseError querying for volume {0}: {1}" |
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736 .format(vol_id, ec2e)) |
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737 vol = None |
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738 if vol: |
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739 return vol[0].zone |
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740 else: |
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741 bioblend.log.error( |
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742 "Requested placement of a volume '%s' that does not exist." % |
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743 vol_id) |
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744 return None |
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745 |
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746 def _find_placement(self, cluster_name, cluster=None): |
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747 """ |
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748 Find a placement zone for a cluster with the name ``cluster_name``. |
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749 |
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750 By default, this method will search for and fetch given cluster's |
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751 *persistent data*; alternatively, *persistent data* can be provided via |
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752 the ``cluster`` parameter. This dict needs to have ``persistent_data`` |
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753 key with the contents of cluster's *persistent data*. |
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754 If the cluster or the volume associated with the cluster cannot be found, |
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755 cluster placement is set to ``None``. |
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756 |
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757 :rtype: dict |
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758 :return: A dictionary with ``placement`` and ``error`` keywords. |
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759 |
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760 .. versionchanged:: 0.7.0 |
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761 The return value changed from a list to a dictionary. |
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762 """ |
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763 placement = None |
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764 response = {'placement': placement, 'error': None} |
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765 cluster = cluster or self.get_cluster_pd(cluster_name) |
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766 if cluster and 'persistent_data' in cluster: |
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767 pd = cluster['persistent_data'] |
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768 try: |
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769 if 'placement' in pd: |
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770 response['placement'] = pd['placement'] |
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771 elif 'data_filesystems' in pd: |
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772 # We have v1 format persistent data so get the volume first and |
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773 # then the placement zone |
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774 vol_id = pd['data_filesystems']['galaxyData'][0]['vol_id'] |
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775 response['placement'] = self._get_volume_placement(vol_id) |
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776 elif 'filesystems' in pd: |
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777 # V2 format. |
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778 for fs in [fs for fs in pd['filesystems'] if fs.get( |
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779 'kind', None) == 'volume' and 'ids' in fs]: |
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780 # All volumes must be in the same zone |
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781 vol_id = fs['ids'][0] |
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782 response['placement'] = self._get_volume_placement( |
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783 vol_id) |
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784 # No need to continue to iterate through |
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785 # filesystems, if we found one with a volume. |
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786 break |
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787 except Exception as exc: |
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788 response['error'] = ("Exception while finding placement for " |
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789 "cluster '{0}'. This can indicate malformed " |
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790 "instance data. Or that this method is " |
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791 "broken: {1}".format(cluster_name, exc)) |
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792 bioblend.log.error(response['error']) |
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793 response['placement'] = None |
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794 else: |
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795 bioblend.log.debug("Insufficient info about cluster {0} to get placement." |
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796 .format(cluster_name)) |
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797 return response |
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798 |
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799 def find_placements( |
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800 self, ec2_conn, instance_type, cloud_type, cluster_name=None): |
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801 """ |
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802 Find a list of placement zones that support the specified instance type. |
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803 |
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804 If ``cluster_name`` is given and a cluster with the given name exist, |
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805 return a list with only one entry where the given cluster lives. |
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806 |
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807 Searching for available zones for a given instance type is done by |
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808 checking the spot prices in the potential availability zones for |
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809 support before deciding on a region: |
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810 http://blog.piefox.com/2011/07/ec2-availability-zones-and-instance.html |
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811 |
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812 Note that, currently, instance-type based zone selection applies only to |
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813 AWS. For other clouds, all the available zones are returned (unless a |
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814 cluster is being recreated, in which case the cluster's placement zone is |
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815 returned sa stored in its persistent data. |
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816 |
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817 :rtype: dict |
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818 :return: A dictionary with ``zones`` and ``error`` keywords. |
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819 |
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820 .. versionchanged:: 0.3 |
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821 Changed method name from ``_find_placements`` to ``find_placements``. |
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822 Also added ``cluster_name`` parameter. |
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823 |
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824 .. versionchanged:: 0.7.0 |
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825 The return value changed from a list to a dictionary. |
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826 """ |
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827 # First look for a specific zone a given cluster is bound to |
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828 zones = [] |
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829 response = {'zones': zones, 'error': None} |
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830 if cluster_name: |
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831 placement = self._find_placement(cluster_name) |
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832 if placement.get('error'): |
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833 response['error'] = placement['error'] |
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834 return response |
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835 response['zones'] = placement.get('placement', []) |
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836 # If placement is not found, look for a list of available zones |
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837 if not response['zones']: |
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838 in_the_past = datetime.datetime.now() - datetime.timedelta(hours=1) |
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839 back_compatible_zone = "us-east-1e" |
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840 for zone in [ |
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841 z for z in ec2_conn.get_all_zones() if z.state == 'available']: |
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842 # Non EC2 clouds may not support get_spot_price_history |
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843 if instance_type is None or cloud_type != 'ec2': |
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844 zones.append(zone.name) |
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845 elif ec2_conn.get_spot_price_history(instance_type=instance_type, |
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846 end_time=in_the_past.isoformat(), |
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847 availability_zone=zone.name): |
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848 zones.append(zone.name) |
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849 # Higher-lettered zones seem to have more availability currently |
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850 zones.sort(reverse=True) |
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851 if back_compatible_zone in zones: |
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852 zones = [back_compatible_zone] + \ |
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853 [z for z in zones if z != back_compatible_zone] |
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854 if len(zones) == 0: |
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855 response['error'] = ("Did not find availabilty zone for {0}" |
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856 .format(instance_type)) |
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857 bioblend.log.error(response['error']) |
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858 zones.append(back_compatible_zone) |
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859 return response |
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860 |
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861 def _checkURL(self, url): |
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862 """ |
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863 Check if the ``url`` is *alive* (i.e., remote server returns code 200(OK) |
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864 or 401 (unauthorized)). |
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865 """ |
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866 try: |
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867 p = urlparse(url) |
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868 h = HTTPConnection(p[1]) |
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869 h.putrequest('HEAD', p[2]) |
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870 h.endheaders() |
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871 r = h.getresponse() |
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872 # CloudMan UI is pwd protected so include 401 |
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873 if r.status in (200, 401): |
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874 return True |
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875 except Exception: |
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876 # No response or no good response |
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877 pass |
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878 return False |