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   <h1>Source code for airflow.contrib.hooks.gcp_vision_hook</h1><div class="highlight"><pre>
 <span></span><span class="c1"># -*- coding: utf-8 -*-</span>
 <span class="c1">#</span>
 <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span>
 <span class="c1"># or more contributor license agreements.  See the NOTICE file</span>
 <span class="c1"># distributed with this work for additional information</span>
 <span class="c1"># regarding copyright ownership.  The ASF licenses this file</span>
 <span class="c1"># to you under the Apache License, Version 2.0 (the</span>
 <span class="c1"># &quot;License&quot;); you may not use this file except in compliance</span>
 <span class="c1"># with the License.  You may obtain a copy of the License at</span>
 <span class="c1">#</span>
 <span class="c1">#   http://www.apache.org/licenses/LICENSE-2.0</span>
 <span class="c1">#</span>
 <span class="c1"># Unless required by applicable law or agreed to in writing,</span>
 <span class="c1"># software distributed under the License is distributed on an</span>
 <span class="c1"># &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span>
 <span class="c1"># KIND, either express or implied.  See the License for the</span>
 <span class="c1"># specific language governing permissions and limitations</span>
 <span class="c1"># under the License.</span>
 <span class="kn">from</span> <span class="nn">copy</span> <span class="k">import</span> <span class="n">deepcopy</span>

 <span class="kn">from</span> <span class="nn">cached_property</span> <span class="k">import</span> <span class="n">cached_property</span>
 <span class="kn">from</span> <span class="nn">google.cloud.vision_v1</span> <span class="k">import</span> <span class="n">ProductSearchClient</span><span class="p">,</span> <span class="n">ImageAnnotatorClient</span>
 <span class="kn">from</span> <span class="nn">google.protobuf.json_format</span> <span class="k">import</span> <span class="n">MessageToDict</span>

 <span class="kn">from</span> <span class="nn">airflow</span> <span class="k">import</span> <span class="n">AirflowException</span>
 <span class="kn">from</span> <span class="nn">airflow.contrib.hooks.gcp_api_base_hook</span> <span class="k">import</span> <span class="n">GoogleCloudBaseHook</span>


 <div class="viewcode-block" id="NameDeterminer"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.NameDeterminer">[docs]</a><span class="k">class</span> <span class="nc">NameDeterminer</span><span class="p">:</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Class used for checking if the entity has the &#39;name&#39; attribute set.</span>

 <span class="sd">    * If so, no action is taken.</span>

 <span class="sd">    * If not, and the name can be constructed from other parameters provided, it is created and filled in</span>
 <span class="sd">      the entity.</span>

 <span class="sd">    * If both the entity&#39;s &#39;name&#39; attribute is set and the name can be constructed from other parameters</span>
 <span class="sd">      provided:</span>

 <span class="sd">        * If they are the same - no action is taken</span>

 <span class="sd">        * if they are different - an exception is thrown.</span>

 <span class="sd">    &quot;&quot;&quot;</span>

     <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">label</span><span class="p">,</span> <span class="n">id_label</span><span class="p">,</span> <span class="n">get_path</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">label</span> <span class="o">=</span> <span class="n">label</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">id_label</span> <span class="o">=</span> <span class="n">id_label</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">get_path</span> <span class="o">=</span> <span class="n">get_path</span>

 <div class="viewcode-block" id="NameDeterminer.get_entity_with_name"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.NameDeterminer.get_entity_with_name">[docs]</a>    <span class="k">def</span> <span class="nf">get_entity_with_name</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">entity</span><span class="p">,</span> <span class="n">entity_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">project_id</span><span class="p">):</span>
         <span class="n">entity</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">entity</span><span class="p">)</span>
         <span class="n">explicit_name</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">entity</span><span class="p">,</span> <span class="s1">&#39;name&#39;</span><span class="p">)</span>
         <span class="k">if</span> <span class="n">location</span> <span class="ow">and</span> <span class="n">entity_id</span><span class="p">:</span>
             <span class="c1"># Necessary parameters to construct the name are present. Checking for conflict with explicit name</span>
             <span class="n">constructed_name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">entity_id</span><span class="p">)</span>
             <span class="k">if</span> <span class="ow">not</span> <span class="n">explicit_name</span><span class="p">:</span>
                 <span class="n">entity</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">constructed_name</span>
                 <span class="k">return</span> <span class="n">entity</span>
             <span class="k">elif</span> <span class="n">explicit_name</span> <span class="o">!=</span> <span class="n">constructed_name</span><span class="p">:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">_raise_ex_different_names</span><span class="p">(</span><span class="n">constructed_name</span><span class="p">,</span> <span class="n">explicit_name</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="c1"># Not enough parameters to construct the name. Trying to use the name from Product / ProductSet.</span>
             <span class="k">if</span> <span class="n">explicit_name</span><span class="p">:</span>
                 <span class="k">return</span> <span class="n">entity</span>
             <span class="k">else</span><span class="p">:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">_raise_ex_unable_to_determine_name</span><span class="p">()</span></div>

 <div class="viewcode-block" id="NameDeterminer._raise_ex_unable_to_determine_name"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.NameDeterminer._raise_ex_unable_to_determine_name">[docs]</a>    <span class="k">def</span> <span class="nf">_raise_ex_unable_to_determine_name</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span>
             <span class="s2">&quot;Unable to determine the </span><span class="si">{label}</span><span class="s2"> name. Please either set the name directly in the </span><span class="si">{label}</span><span class="s2"> &quot;</span>
             <span class="s2">&quot;object or provide the `location` and `</span><span class="si">{id_label}</span><span class="s2">` parameters.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
                 <span class="n">label</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">label</span><span class="p">,</span> <span class="n">id_label</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id_label</span></div>
             <span class="p">)</span>
         <span class="p">)</span>

 <div class="viewcode-block" id="NameDeterminer._raise_ex_different_names"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.NameDeterminer._raise_ex_different_names">[docs]</a>    <span class="k">def</span> <span class="nf">_raise_ex_different_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">constructed_name</span><span class="p">,</span> <span class="n">explicit_name</span><span class="p">):</span>
         <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span>
             <span class="s2">&quot;The </span><span class="si">{label}</span><span class="s2"> name provided in the object (</span><span class="si">{explicit_name}</span><span class="s2">) is different than the name created &quot;</span>
             <span class="s2">&quot;from the input parameters (</span><span class="si">{constructed_name}</span><span class="s2">). Please either: 1) Remove the </span><span class="si">{label}</span><span class="s2"> name, 2) &quot;</span>
             <span class="s2">&quot;Remove the location and </span><span class="si">{id_label}</span><span class="s2"> parameters, 3) Unify the </span><span class="si">{label}</span><span class="s2"> name and input &quot;</span>
             <span class="s2">&quot;parameters.&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
                 <span class="n">label</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">label</span><span class="p">,</span>
                 <span class="n">explicit_name</span><span class="o">=</span><span class="n">explicit_name</span><span class="p">,</span>
                 <span class="n">constructed_name</span><span class="o">=</span><span class="n">constructed_name</span><span class="p">,</span>
                 <span class="n">id_label</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id_label</span><span class="p">,</span></div></div>
             <span class="p">)</span>
         <span class="p">)</span>


 <div class="viewcode-block" id="CloudVisionHook"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook">[docs]</a><span class="k">class</span> <span class="nc">CloudVisionHook</span><span class="p">(</span><span class="n">GoogleCloudBaseHook</span><span class="p">):</span>
     <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Hook for Google Cloud Vision APIs.</span>
 <span class="sd">    &quot;&quot;&quot;</span>

 <div class="viewcode-block" id="CloudVisionHook._client"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook._client">[docs]</a>    <span class="n">_client</span> <span class="o">=</span> <span class="kc">None</span></div>
 <div class="viewcode-block" id="CloudVisionHook.product_name_determiner"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.product_name_determiner">[docs]</a>    <span class="n">product_name_determiner</span> <span class="o">=</span> <span class="n">NameDeterminer</span><span class="p">(</span><span class="s1">&#39;Product&#39;</span><span class="p">,</span> <span class="s1">&#39;product_id&#39;</span><span class="p">,</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">)</span></div>
 <div class="viewcode-block" id="CloudVisionHook.product_set_name_determiner"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.product_set_name_determiner">[docs]</a>    <span class="n">product_set_name_determiner</span> <span class="o">=</span> <span class="n">NameDeterminer</span><span class="p">(</span>
         <span class="s1">&#39;ProductSet&#39;</span><span class="p">,</span> <span class="s1">&#39;productset_id&#39;</span><span class="p">,</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_set_path</span></div>
     <span class="p">)</span>

     <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">gcp_conn_id</span><span class="o">=</span><span class="s1">&#39;google_cloud_default&#39;</span><span class="p">,</span> <span class="n">delegate_to</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="nb">super</span><span class="p">(</span><span class="n">CloudVisionHook</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="n">delegate_to</span><span class="p">)</span>

 <div class="viewcode-block" id="CloudVisionHook.get_conn"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.get_conn">[docs]</a>    <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        Retrieves connection to Cloud Vision.</span>

 <span class="sd">        :return: Google Cloud Vision client object.</span>
 <span class="sd">        :rtype: google.cloud.vision_v1.ProductSearchClient</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">_client</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="p">(</span><span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">())</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_client</span></div>

     <span class="nd">@cached_property</span>
 <div class="viewcode-block" id="CloudVisionHook.annotator_client"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.annotator_client">[docs]</a>    <span class="k">def</span> <span class="nf">annotator_client</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="n">ImageAnnotatorClient</span><span class="p">(</span><span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">())</span></div>

     <span class="nd">@staticmethod</span>
 <div class="viewcode-block" id="CloudVisionHook._check_for_error"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook._check_for_error">[docs]</a>    <span class="k">def</span> <span class="nf">_check_for_error</span><span class="p">(</span><span class="n">response</span><span class="p">):</span>
         <span class="k">if</span> <span class="s2">&quot;error&quot;</span> <span class="ow">in</span> <span class="n">response</span><span class="p">:</span>
             <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.create_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.create_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">create_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">location</span><span class="p">,</span>
         <span class="n">product_set</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">product_set_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductSetCreateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">parent</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">location_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Creating a new ProductSet under the parent: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">parent</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">create_product_set</span><span class="p">(</span>
             <span class="n">parent</span><span class="o">=</span><span class="n">parent</span><span class="p">,</span>
             <span class="n">product_set</span><span class="o">=</span><span class="n">product_set</span><span class="p">,</span>
             <span class="n">product_set_id</span><span class="o">=</span><span class="n">product_set_id</span><span class="p">,</span>
             <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span>
             <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span>
             <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span>
         <span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ProductSet created: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">response</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;ProductSet created:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>

         <span class="k">if</span> <span class="ow">not</span> <span class="n">product_set_id</span><span class="p">:</span>
             <span class="c1"># Product set id was generated by the API</span>
             <span class="n">product_set_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_autogenerated_id</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Extracted autogenerated ProductSet ID from the response: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">product_set_id</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.get_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.get_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">get_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">,</span> <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductSetGetOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_set_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Retrieving ProductSet: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get_product_set</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ProductSet retrieved.&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;ProductSet retrieved:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.update_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.update_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">update_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">product_set</span><span class="p">,</span>
         <span class="n">location</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">product_set_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">update_mask</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductSetUpdateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">product_set</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">product_set_name_determiner</span><span class="o">.</span><span class="n">get_entity_with_name</span><span class="p">(</span>
             <span class="n">product_set</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">project_id</span>
         <span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Updating ProductSet: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">product_set</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">update_product_set</span><span class="p">(</span>
             <span class="n">product_set</span><span class="o">=</span><span class="n">product_set</span><span class="p">,</span> <span class="n">update_mask</span><span class="o">=</span><span class="n">update_mask</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span>
         <span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ProductSet updated: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">response</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;ProductSet updated:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.delete_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.delete_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">delete_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">,</span> <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductSetDeleteOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_set_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Deleting ProductSet: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
         <span class="n">client</span><span class="o">.</span><span class="n">delete_product_set</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ProductSet with the name [</span><span class="si">%s</span><span class="s1">] deleted.&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.create_product"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.create_product">[docs]</a>    <span class="k">def</span> <span class="nf">create_product</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product</span><span class="p">,</span> <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">product_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductCreateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">parent</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">location_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Creating a new Product under the parent: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">parent</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">create_product</span><span class="p">(</span>
             <span class="n">parent</span><span class="o">=</span><span class="n">parent</span><span class="p">,</span>
             <span class="n">product</span><span class="o">=</span><span class="n">product</span><span class="p">,</span>
             <span class="n">product_id</span><span class="o">=</span><span class="n">product_id</span><span class="p">,</span>
             <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span>
             <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span>
             <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span>
         <span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product created: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">response</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Product created:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>

         <span class="k">if</span> <span class="ow">not</span> <span class="n">product_id</span><span class="p">:</span>
             <span class="c1"># Product id was generated by the API</span>
             <span class="n">product_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_autogenerated_id</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Extracted autogenerated Product ID from the response: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">product_id</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">product_id</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.get_product"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.get_product">[docs]</a>    <span class="k">def</span> <span class="nf">get_product</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">,</span> <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductGetOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Retrieving Product: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get_product</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product retrieved.&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Product retrieved:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.update_product"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.update_product">[docs]</a>    <span class="k">def</span> <span class="nf">update_product</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">product</span><span class="p">,</span>
         <span class="n">location</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">product_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">update_mask</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductUpdateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">product</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">product_name_determiner</span><span class="o">.</span><span class="n">get_entity_with_name</span><span class="p">(</span><span class="n">product</span><span class="p">,</span> <span class="n">product_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">project_id</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Updating ProductSet: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">product</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">update_product</span><span class="p">(</span>
             <span class="n">product</span><span class="o">=</span><span class="n">product</span><span class="p">,</span> <span class="n">update_mask</span><span class="o">=</span><span class="n">update_mask</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span>
         <span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product updated: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">response</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;Product updated:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.delete_product"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.delete_product">[docs]</a>    <span class="k">def</span> <span class="nf">delete_product</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">,</span> <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionProductDeleteOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="n">name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Deleting ProductSet: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
         <span class="n">client</span><span class="o">.</span><span class="n">delete_product</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product with the name [</span><span class="si">%s</span><span class="s1">] deleted:&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.create_reference_image"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.create_reference_image">[docs]</a>    <span class="k">def</span> <span class="nf">create_reference_image</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">location</span><span class="p">,</span>
         <span class="n">product_id</span><span class="p">,</span>
         <span class="n">reference_image</span><span class="p">,</span>
         <span class="n">reference_image_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionReferenceImageCreateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Creating ReferenceImage&#39;</span><span class="p">)</span>
         <span class="n">parent</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="n">location</span><span class="p">,</span> <span class="n">product</span><span class="o">=</span><span class="n">product_id</span><span class="p">)</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">create_reference_image</span><span class="p">(</span>
             <span class="n">parent</span><span class="o">=</span><span class="n">parent</span><span class="p">,</span>
             <span class="n">reference_image</span><span class="o">=</span><span class="n">reference_image</span><span class="p">,</span>
             <span class="n">reference_image_id</span><span class="o">=</span><span class="n">reference_image_id</span><span class="p">,</span>
             <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span>
             <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span>
             <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span>
         <span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ReferenceImage created: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">response</span> <span class="k">else</span> <span class="s1">&#39;&#39;</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s1">&#39;ReferenceImage created:</span><span class="se">\n</span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">response</span><span class="p">)</span>

         <span class="k">if</span> <span class="ow">not</span> <span class="n">reference_image_id</span><span class="p">:</span>
             <span class="c1"># Reference image  id was generated by the API</span>
             <span class="n">reference_image_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_autogenerated_id</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span>
                 <span class="s1">&#39;Extracted autogenerated ReferenceImage ID from the response: </span><span class="si">%s</span><span class="s1">&#39;</span><span class="p">,</span> <span class="n">reference_image_id</span>
             <span class="p">)</span>

         <span class="k">return</span> <span class="n">reference_image_id</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.delete_reference_image"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.delete_reference_image">[docs]</a>    <span class="k">def</span> <span class="nf">delete_reference_image</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">location</span><span class="p">,</span>
         <span class="n">product_id</span><span class="p">,</span>
         <span class="n">reference_image_id</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionReferenceImageCreateOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Deleting ReferenceImage&#39;</span><span class="p">)</span>
         <span class="n">name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">reference_image_path</span><span class="p">(</span>
             <span class="n">project</span><span class="o">=</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="n">location</span><span class="p">,</span> <span class="n">product</span><span class="o">=</span><span class="n">product_id</span><span class="p">,</span> <span class="n">reference_image</span><span class="o">=</span><span class="n">reference_image_id</span>
         <span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">delete_reference_image</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;ReferenceImage with the name [</span><span class="si">%s</span><span class="s1">] deleted.&#39;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.add_product_to_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.add_product_to_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">add_product_to_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">product_set_id</span><span class="p">,</span>
         <span class="n">product_id</span><span class="p">,</span>
         <span class="n">location</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionAddProductToProductSetOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>

         <span class="n">product_name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">)</span>
         <span class="n">product_set_name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_set_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Add Product[name=</span><span class="si">%s</span><span class="s1">] to Product Set[name=</span><span class="si">%s</span><span class="s1">]&#39;</span><span class="p">,</span> <span class="n">product_name</span><span class="p">,</span> <span class="n">product_set_name</span><span class="p">)</span>

         <span class="n">client</span><span class="o">.</span><span class="n">add_product_to_product_set</span><span class="p">(</span>
             <span class="n">name</span><span class="o">=</span><span class="n">product_set_name</span><span class="p">,</span> <span class="n">product</span><span class="o">=</span><span class="n">product_name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span>
         <span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product added to Product Set&#39;</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span>
 <div class="viewcode-block" id="CloudVisionHook.remove_product_from_product_set"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.remove_product_from_product_set">[docs]</a>    <span class="k">def</span> <span class="nf">remove_product_from_product_set</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span>
         <span class="n">product_set_id</span><span class="p">,</span>
         <span class="n">product_id</span><span class="p">,</span>
         <span class="n">location</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">project_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
         <span class="n">metadata</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionRemoveProductFromProductSetOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span>

         <span class="n">product_name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_id</span><span class="p">)</span>
         <span class="n">product_set_name</span> <span class="o">=</span> <span class="n">ProductSearchClient</span><span class="o">.</span><span class="n">product_set_path</span><span class="p">(</span><span class="n">project_id</span><span class="p">,</span> <span class="n">location</span><span class="p">,</span> <span class="n">product_set_id</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Remove Product[name=</span><span class="si">%s</span><span class="s1">] from Product Set[name=</span><span class="si">%s</span><span class="s1">]&#39;</span><span class="p">,</span> <span class="n">product_name</span><span class="p">,</span> <span class="n">product_set_name</span><span class="p">)</span>

         <span class="n">client</span><span class="o">.</span><span class="n">remove_product_from_product_set</span><span class="p">(</span>
             <span class="n">name</span><span class="o">=</span><span class="n">product_set_name</span><span class="p">,</span> <span class="n">product</span><span class="o">=</span><span class="n">product_name</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span>
         <span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Product removed from Product Set&#39;</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.annotate_image"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.annotate_image">[docs]</a>    <span class="k">def</span> <span class="nf">annotate_image</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_image_annotator_operator.CloudVisionAnnotateImage`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Annotating image&#39;</span><span class="p">)</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">annotate_image</span><span class="p">(</span><span class="n">request</span><span class="o">=</span><span class="n">request</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Image annotated&#39;</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.batch_annotate_images"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.batch_annotate_images">[docs]</a>    <span class="k">def</span> <span class="nf">batch_annotate_images</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">requests</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_image_annotator_operator.CloudVisionAnnotateImage`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Annotating images&#39;</span><span class="p">)</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">batch_annotate_images</span><span class="p">(</span><span class="n">requests</span><span class="o">=</span><span class="n">requests</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Images annotated&#39;</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.text_detection"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.text_detection">[docs]</a>    <span class="k">def</span> <span class="nf">text_detection</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">additional_properties</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionDetectTextOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Detecting text&quot;</span><span class="p">)</span>

         <span class="k">if</span> <span class="n">additional_properties</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">additional_properties</span> <span class="o">=</span> <span class="p">{}</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">text_detection</span><span class="p">(</span>
             <span class="n">image</span><span class="o">=</span><span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="n">max_results</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="o">**</span><span class="n">additional_properties</span>
         <span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_check_for_error</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Text detection finished&quot;</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">response</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.document_text_detection"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.document_text_detection">[docs]</a>    <span class="k">def</span> <span class="nf">document_text_detection</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">additional_properties</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionDetectDocumentTextOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Detecting document text&quot;</span><span class="p">)</span>

         <span class="k">if</span> <span class="n">additional_properties</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">additional_properties</span> <span class="o">=</span> <span class="p">{}</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">document_text_detection</span><span class="p">(</span>
             <span class="n">image</span><span class="o">=</span><span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="n">max_results</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="o">**</span><span class="n">additional_properties</span>
         <span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_check_for_error</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Document text detection finished&quot;</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">response</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.label_detection"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.label_detection">[docs]</a>    <span class="k">def</span> <span class="nf">label_detection</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">additional_properties</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionDetectImageLabelsOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Detecting labels&quot;</span><span class="p">)</span>

         <span class="k">if</span> <span class="n">additional_properties</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">additional_properties</span> <span class="o">=</span> <span class="p">{}</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">label_detection</span><span class="p">(</span>
             <span class="n">image</span><span class="o">=</span><span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="n">max_results</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="o">**</span><span class="n">additional_properties</span>
         <span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_check_for_error</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Labels detection finished&quot;</span><span class="p">)</span>

         <span class="k">return</span> <span class="n">response</span></div>

     <span class="nd">@GoogleCloudBaseHook</span><span class="o">.</span><span class="n">catch_http_exception</span>
 <div class="viewcode-block" id="CloudVisionHook.safe_search_detection"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook.safe_search_detection">[docs]</a>    <span class="k">def</span> <span class="nf">safe_search_detection</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">additional_properties</span><span class="o">=</span><span class="kc">None</span>
     <span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">        For the documentation see:</span>
 <span class="sd">        :py:class:`~airflow.contrib.operators.gcp_vision_operator.CloudVisionDetectImageSafeSearchOperator`</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">annotator_client</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Detecting safe search&quot;</span><span class="p">)</span>

         <span class="k">if</span> <span class="n">additional_properties</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">additional_properties</span> <span class="o">=</span> <span class="p">{}</span>

         <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">safe_search_detection</span><span class="p">(</span>
             <span class="n">image</span><span class="o">=</span><span class="n">image</span><span class="p">,</span> <span class="n">max_results</span><span class="o">=</span><span class="n">max_results</span><span class="p">,</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="o">**</span><span class="n">additional_properties</span>
         <span class="p">)</span>
         <span class="n">response</span> <span class="o">=</span> <span class="n">MessageToDict</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_check_for_error</span><span class="p">(</span><span class="n">response</span><span class="p">)</span>

         <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Safe search detection finished&quot;</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">response</span></div>

     <span class="nd">@staticmethod</span>
 <div class="viewcode-block" id="CloudVisionHook._get_autogenerated_id"><a class="viewcode-back" href="../../../../_api/airflow/contrib/hooks/gcp_vision_hook/index.html#airflow.contrib.hooks.gcp_vision_hook.CloudVisionHook._get_autogenerated_id">[docs]</a>    <span class="k">def</span> <span class="nf">_get_autogenerated_id</span><span class="p">(</span><span class="n">response</span><span class="p">):</span>
         <span class="k">try</span><span class="p">:</span>
             <span class="n">name</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">name</span>
         <span class="k">except</span> <span class="ne">AttributeError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
             <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">&#39;Unable to get name from response... [</span><span class="si">{}</span><span class="s1">]</span><span class="se">\n</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">response</span><span class="p">,</span> <span class="n">e</span><span class="p">))</span>
         <span class="k">if</span> <span class="s1">&#39;/&#39;</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">name</span><span class="p">:</span>
             <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">&#39;Unable to get id from name... [</span><span class="si">{}</span><span class="s1">]&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">))</span>
         <span class="k">return</span> <span class="n">name</span><span class="o">.</span><span class="n">rsplit</span><span class="p">(</span><span class="s1">&#39;/&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">)[</span><span class="mi">1</span><span class="p">]</span></div></div>
 </pre></div>

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