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#367 fix: Request correct hydra-core

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    88. 

  88.   <h1>Source code for super_gradients.common.aws_connection.aws_connector</h1><div class="highlight"><pre>
    89. 

  89. <span></span><span class="kn">import</span> <span class="nn">sys</span>
    90. 

  90. 

  91. <span class="kn">import</span> <span class="nn">boto3</span>
    92. 

  92. <span class="kn">import</span> <span class="nn">logging</span>
    93. 

  93. <span class="kn">from</span> <span class="nn">botocore.exceptions</span> <span class="kn">import</span> <span class="n">ClientError</span><span class="p">,</span> <span class="n">ProfileNotFound</span>
    94. 

  94. 

  95. 

  96. <div class="viewcode-block" id="AWSConnector"><a class="viewcode-back" href="../../../../super_gradients.common.aws_connection.html#super_gradients.common.AWSConnector">[docs]</a><span class="k">class</span> <span class="nc">AWSConnector</span><span class="p">:</span>
    97. 

  97.     <span class="sd">&quot;&quot;&quot;</span>
    98. 

  98. <span class="sd">    AWSConnector - Connects to AWS using Credentials File or IAM Role</span>
    99. 

  99. <span class="sd">    &quot;&quot;&quot;</span>
    100. 

  100. 

  101.     <span class="nd">@staticmethod</span>
    102. 

  102.     <span class="k">def</span> <span class="nf">__create_boto_3_session</span><span class="p">(</span><span class="n">profile_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
    103. 

  103.         <span class="sd">&quot;&quot;&quot;</span>
    104. 

  104. <span class="sd">        __create_boto_3_session</span>
    105. 

  105. <span class="sd">            :param profile_name:</span>
    106. 

  106. <span class="sd">            :return:</span>
    107. 

  107. <span class="sd">        &quot;&quot;&quot;</span>
    108. 

  108.         <span class="n">current_class_name</span> <span class="o">=</span> <span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span>
    109. 

  109.         <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">current_class_name</span><span class="p">)</span>
    110. 

  110. 

  111.         <span class="k">try</span><span class="p">:</span>
    112. 

  112.             <span class="k">try</span><span class="p">:</span>
    113. 

  113.                 <span class="k">if</span> <span class="n">profile_name</span> <span class="ow">and</span> <span class="n">boto3</span><span class="o">.</span><span class="n">session</span><span class="o">.</span><span class="n">Session</span><span class="p">(</span><span class="n">profile_name</span><span class="o">=</span><span class="n">profile_name</span><span class="p">)</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">():</span>
    114. 

  114.                     <span class="c1"># TRY USING A SPECIFIC PROFILE_NAME (USING A CREDENTIALS FILE)</span>
    115. 

  115.                     <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Trying to connect to AWS using Credentials File with profile_name: &#39;</span> <span class="o">+</span> <span class="n">profile_name</span><span class="p">)</span>
    116. 

  116. 

  117.                     <span class="n">session</span> <span class="o">=</span> <span class="n">boto3</span><span class="o">.</span><span class="n">Session</span><span class="p">(</span><span class="n">profile_name</span><span class="o">=</span><span class="n">profile_name</span><span class="p">)</span>
    118. 

  118.                     <span class="k">return</span> <span class="n">session</span>
    119. 

  119. 

  120.             <span class="k">except</span> <span class="n">ProfileNotFound</span> <span class="k">as</span> <span class="n">profileNotFoundException</span><span class="p">:</span>
    121. 

  121.                 <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span>
    122. 

  122.                     <span class="s1">&#39;[&#39;</span> <span class="o">+</span> <span class="n">current_class_name</span> <span class="o">+</span> <span class="s1">&#39;] - Could not find profile name - Trying using Default Profile/IAM Role&#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span>
    123. 

  123.                         <span class="n">profileNotFoundException</span><span class="p">))</span>
    124. 

  124. 

  125.             <span class="c1"># TRY USING AN IAM ROLE (OR *DEFAULT* CREDENTIALS - USING A CREDENTIALS FILE)</span>
    126. 

  126.             <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Trying to connect to AWS using IAM role or Default Credentials&#39;</span><span class="p">)</span>
    127. 

  127.             <span class="n">session</span> <span class="o">=</span> <span class="n">boto3</span><span class="o">.</span><span class="n">Session</span><span class="p">()</span>
    128. 

  128.             <span class="k">return</span> <span class="n">session</span>
    129. 

  129. 

  130.         <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">ex</span><span class="p">:</span>
    131. 

  131.             <span class="n">logger</span><span class="o">.</span><span class="n">critical</span><span class="p">(</span>
    132. 

  132.                 <span class="s1">&#39;[&#39;</span> <span class="o">+</span> <span class="n">current_class_name</span> <span class="o">+</span> <span class="s1">&#39;] - Caught Exception while trying to connect to AWS Credentials Manager &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span>
    133. 

  133.                     <span class="n">ex</span><span class="p">))</span>
    134. 

  134.             <span class="k">return</span> <span class="kc">None</span>
    135. 

  135. 

  136. <div class="viewcode-block" id="AWSConnector.get_aws_session"><a class="viewcode-back" href="../../../../super_gradients.common.aws_connection.html#super_gradients.common.AWSConnector.get_aws_session">[docs]</a>    <span class="nd">@staticmethod</span>
    137. 

  137.     <span class="k">def</span> <span class="nf">get_aws_session</span><span class="p">(</span><span class="n">profile_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">boto3</span><span class="o">.</span><span class="n">Session</span><span class="p">:</span>
    138. 

  138.         <span class="sd">&quot;&quot;&quot;</span>
    139. 

  139. <span class="sd">        get_aws_session - Connects to AWS to retrieve an AWS Session</span>
    140. 

  140. <span class="sd">            :param      profile_name: The Config Profile (Environment Name in Credentials file)</span>
    141. 

  141. <span class="sd">            :return:    boto3 Session</span>
    142. 

  142. <span class="sd">        &quot;&quot;&quot;</span>
    143. 

  143.         <span class="n">current_class_name</span> <span class="o">=</span> <span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span>
    144. 

  144.         <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">current_class_name</span><span class="p">)</span>
    145. 

  145. 

  146.         <span class="n">aws_session</span> <span class="o">=</span> <span class="n">AWSConnector</span><span class="o">.</span><span class="n">__create_boto_3_session</span><span class="p">(</span><span class="n">profile_name</span><span class="o">=</span><span class="n">profile_name</span><span class="p">)</span>
    147. 

  147.         <span class="k">if</span> <span class="n">aws_session</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
    148. 

  148.             <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Failed to initiate an AWS Session&#39;</span><span class="p">)</span>
    149. 

  149. 

  150.         <span class="k">return</span> <span class="n">aws_session</span></div>
    151. 

  151. 

  152. <div class="viewcode-block" id="AWSConnector.get_aws_client_for_service_name"><a class="viewcode-back" href="../../../../super_gradients.common.aws_connection.html#super_gradients.common.AWSConnector.get_aws_client_for_service_name">[docs]</a>    <span class="nd">@staticmethod</span>
    153. 

  153.     <span class="k">def</span> <span class="nf">get_aws_client_for_service_name</span><span class="p">(</span><span class="n">profile_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">service_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">boto3</span><span class="o">.</span><span class="n">Session</span><span class="o">.</span><span class="n">client</span><span class="p">:</span>
    154. 

  154.         <span class="sd">&quot;&quot;&quot;</span>
    155. 

  155. <span class="sd">        get_aws_client_for_service_name - Connects to AWS to retrieve the relevant Client</span>
    156. 

  156. <span class="sd">            :param      profile_name: The Config Profile (Environment Name in Credentials file)</span>
    157. 

  157. <span class="sd">            :param      service_name: The AWS Service name to get the Client for</span>
    158. 

  158. <span class="sd">            :return:    Service client instance</span>
    159. 

  159. <span class="sd">        &quot;&quot;&quot;</span>
    160. 

  160.         <span class="n">current_class_name</span> <span class="o">=</span> <span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span>
    161. 

  161.         <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">current_class_name</span><span class="p">)</span>
    162. 

  162. 

  163.         <span class="n">aws_session</span> <span class="o">=</span> <span class="n">AWSConnector</span><span class="o">.</span><span class="n">__create_boto_3_session</span><span class="p">(</span><span class="n">profile_name</span><span class="o">=</span><span class="n">profile_name</span><span class="p">)</span>
    164. 

  164.         <span class="k">if</span> <span class="n">aws_session</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
    165. 

  165.             <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Failed to connect to AWS client: &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">service_name</span><span class="p">))</span>
    166. 

  166. 

  167.         <span class="k">return</span> <span class="n">aws_session</span><span class="o">.</span><span class="n">client</span><span class="p">(</span><span class="n">service_name</span><span class="o">=</span><span class="n">service_name</span><span class="p">)</span></div>
    168. 

  168. 

  169. <div class="viewcode-block" id="AWSConnector.get_aws_resource_for_service_name"><a class="viewcode-back" href="../../../../super_gradients.common.aws_connection.html#super_gradients.common.AWSConnector.get_aws_resource_for_service_name">[docs]</a>    <span class="nd">@staticmethod</span>
    170. 

  170.     <span class="k">def</span> <span class="nf">get_aws_resource_for_service_name</span><span class="p">(</span><span class="n">profile_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">service_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">boto3</span><span class="o">.</span><span class="n">Session</span><span class="o">.</span><span class="n">resource</span><span class="p">:</span>
    171. 

  171.         <span class="sd">&quot;&quot;&quot;</span>
    172. 

  172. <span class="sd">        Connects to AWS to retrieve the relevant Resource (More functionality then Client)</span>
    173. 

  173. <span class="sd">            :param      profile_name: The Config Profile (Environment Name in Credentials file)</span>
    174. 

  174. <span class="sd">            :param      service_name: The AWS Service name to get the Client for</span>
    175. 

  175. <span class="sd">            :return:    Service client instance</span>
    176. 

  176. <span class="sd">        &quot;&quot;&quot;</span>
    177. 

  177.         <span class="n">current_class_name</span> <span class="o">=</span> <span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span>
    178. 

  178.         <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">current_class_name</span><span class="p">)</span>
    179. 

  179. 

  180.         <span class="n">aws_session</span> <span class="o">=</span> <span class="n">AWSConnector</span><span class="o">.</span><span class="n">__create_boto_3_session</span><span class="p">(</span><span class="n">profile_name</span><span class="o">=</span><span class="n">profile_name</span><span class="p">)</span>
    181. 

  181.         <span class="k">if</span> <span class="n">aws_session</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
    182. 

  182.             <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="s1">&#39;Failed to connect to AWS client: &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">service_name</span><span class="p">))</span>
    183. 

  183. 

  184.         <span class="k">return</span> <span class="n">aws_session</span><span class="o">.</span><span class="n">resource</span><span class="p">(</span><span class="n">service_name</span><span class="o">=</span><span class="n">service_name</span><span class="p">)</span></div>
    185. 

  185. 

  186. <div class="viewcode-block" id="AWSConnector.is_client_error"><a class="viewcode-back" href="../../../../super_gradients.common.aws_connection.html#super_gradients.common.AWSConnector.is_client_error">[docs]</a>    <span class="nd">@staticmethod</span>
    187. 

  187.     <span class="k">def</span> <span class="nf">is_client_error</span><span class="p">(</span><span class="n">code</span><span class="p">):</span>
    188. 

  188.         <span class="n">e</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">exc_info</span><span class="p">()[</span><span class="mi">1</span><span class="p">]</span>
    189. 

  189.         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">ClientError</span><span class="p">)</span> <span class="ow">and</span> <span class="n">e</span><span class="o">.</span><span class="n">response</span><span class="p">[</span><span class="s2">&quot;Error&quot;</span><span class="p">][</span><span class="s2">&quot;Code&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="n">code</span><span class="p">:</span>
    190. 

  190.             <span class="k">return</span> <span class="n">ClientError</span>
    191. 

  191.         <span class="k">return</span> <span class="nb">type</span><span class="p">(</span><span class="s2">&quot;NeverEverRaisedException&quot;</span><span class="p">,</span> <span class="p">(</span><span class="ne">Exception</span><span class="p">,),</span> <span class="p">{})</span></div></div>
    192. 

  192. </pre></div>
    193. 

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    195. 

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    201. 

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    202. 

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