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| <div class="section" id="module-airflow.providers.google.cloud.operators.mlengine"> |
| <span id="airflow-providers-google-cloud-operators-mlengine"></span><h1><a class="reference internal" href="#module-airflow.providers.google.cloud.operators.mlengine" title="airflow.providers.google.cloud.operators.mlengine"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.operators.mlengine</span></code></a><a class="headerlink" href="#module-airflow.providers.google.cloud.operators.mlengine" title="Permalink to this headline">¶</a></h1> |
| <p><p>This module contains Google Cloud MLEngine operators.</p> |
| </p> |
| <div class="section" id="module-contents"> |
| <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2> |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.log"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">log</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#log"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.log" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py function"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine._normalize_mlengine_job_id"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">_normalize_mlengine_job_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span> → <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#_normalize_mlengine_job_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine._normalize_mlengine_job_id" title="Permalink to this definition">¶</a></dt> |
| <dt> |
| <code class="sig-name descname">Replaces invalid MLEngine job_id characters with '_'.</code></dt> |
| <dd><p>This also adds a leading 'z' in case job_id starts with an invalid |
| character.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<em>str:</em>) -- A job_id str that may have invalid characters.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>A valid job_id representation.</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineStartBatchPredictionJobOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">data_format</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">input_paths</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">output_path</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">version_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">uri</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">max_worker_count</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">runtime_version</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">signature_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartBatchPredictionJobOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Start a Google Cloud ML Engine prediction job.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginestartbatchpredictionjoboperator"><span class="std std-ref">Making predictions</span></a></p> |
| </div> |
| <p>NOTE: For model origin, users should consider exactly one from the |
| three options below:</p> |
| <ol class="arabic simple"> |
| <li><p>Populate <code class="docutils literal notranslate"><span class="pre">uri</span></code> field only, which should be a GCS location that |
| points to a tensorflow savedModel directory.</p></li> |
| <li><p>Populate <code class="docutils literal notranslate"><span class="pre">model_name</span></code> field only, which refers to an existing |
| model, and the default version of the model will be used.</p></li> |
| <li><p>Populate both <code class="docutils literal notranslate"><span class="pre">model_name</span></code> and <code class="docutils literal notranslate"><span class="pre">version_name</span></code> fields, which |
| refers to a specific version of a specific model.</p></li> |
| </ol> |
| <p>In options 2 and 3, both model and version name should contain the |
| minimal identifier. For instance, call:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">MLEngineBatchPredictionOperator</span><span class="p">(</span> |
| <span class="o">...</span><span class="p">,</span> |
| <span class="n">model_name</span><span class="o">=</span><span class="s1">'my_model'</span><span class="p">,</span> |
| <span class="n">version_name</span><span class="o">=</span><span class="s1">'my_version'</span><span class="p">,</span> |
| <span class="o">...</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>if the desired model version is |
| <code class="docutils literal notranslate"><span class="pre">projects/my_project/models/my_model/versions/my_version</span></code>.</p> |
| <p>See <a class="reference external" href="https://cloud.google.com/ml-engine/reference/rest/v1/projects.jobs">https://cloud.google.com/ml-engine/reference/rest/v1/projects.jobs</a> |
| for further documentation on the parameters.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A unique id for the prediction job on Google Cloud |
| ML Engine. (templated)</p></li> |
| <li><p><strong>data_format</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The format of the input data. |
| It will default to 'DATA_FORMAT_UNSPECIFIED' if is not provided |
| or is not one of ["TEXT", "TF_RECORD", "TF_RECORD_GZIP"].</p></li> |
| <li><p><strong>input_paths</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.9)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- A list of GCS paths of input data for batch |
| prediction. Accepting wildcard operator <code class="docutils literal notranslate"><span class="pre">*</span></code>, but only at the end. (templated)</p></li> |
| <li><p><strong>output_path</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The GCS path where the prediction results are |
| written to. (templated)</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Compute Engine region to run the |
| prediction job in. (templated)</p></li> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud ML Engine model to use for prediction. |
| If version_name is not provided, the default version of this |
| model will be used. |
| Should not be None if version_name is provided. |
| Should be None if uri is provided. (templated)</p></li> |
| <li><p><strong>version_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud ML Engine model version to use for |
| prediction. |
| Should be None if uri is provided. (templated)</p></li> |
| <li><p><strong>uri</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The GCS path of the saved model to use for prediction. |
| Should be None if model_name is provided. |
| It should be a GCS path pointing to a tensorflow SavedModel. (templated)</p></li> |
| <li><p><strong>max_worker_count</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The maximum number of workers to be used |
| for parallel processing. Defaults to 10 if not specified. Should be a |
| string representing the worker count ("10" instead of 10, "50" instead |
| of 50, etc.)</p></li> |
| <li><p><strong>runtime_version</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud ML Engine runtime version to use |
| for batch prediction.</p></li> |
| <li><p><strong>signature_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the signature defined in the SavedModel |
| to use for this job.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name where the prediction job is submitted. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID used for connection to Google |
| Cloud Platform.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>labels</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- a dictionary containing labels for the job; passed to BigQuery</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Raises</dt> |
| <dd class="field-even"><p><code class="docutils literal notranslate"><span class="pre">ValueError</span></code>: if a unique model/version origin cannot be |
| determined.</p> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_job_id', '_region', '_input_paths', '_output_path', '_model_name', '_version_name', '_uri', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartBatchPredictionJobOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartBatchPredictionJobOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineManageModelOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">operation</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'create'</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageModelOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Operator for managing a Google Cloud ML Engine model.</p> |
| <div class="admonition warning"> |
| <p class="admonition-title">Warning</p> |
| <p>This operator is deprecated. Consider using operators for specific operations: |
| MLEngineCreateModelOperator, MLEngineGetModelOperator.</p> |
| </div> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- <p>A dictionary containing the information about the model. |
| If the <cite>operation</cite> is <cite>create</cite>, then the <cite>model</cite> parameter should |
| contain all the information about this model such as <cite>name</cite>.</p> |
| <p>If the <cite>operation</cite> is <cite>get</cite>, the <cite>model</cite> parameter |
| should contain the <cite>name</cite> of the model.</p> |
| </p></li> |
| <li><p><strong>operation</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- <p>The operation to perform. Available operations are:</p> |
| <ul> |
| <li><p><code class="docutils literal notranslate"><span class="pre">create</span></code>: Creates a new model as provided by the <cite>model</cite> parameter.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">get</span></code>: Gets a particular model where the name is specified in <cite>model</cite>.</p></li> |
| </ul> |
| </p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageModelOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageModelOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineCreateModelOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateModelOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Creates a new model.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginecreatemodeloperator"><span class="std std-ref">Creating a model</span></a></p> |
| </div> |
| <p>The model should be provided by the <cite>model</cite> parameter.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- A dictionary containing the information about the model.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateModelOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateModelOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineGetModelOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineGetModelOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Gets a particular model</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginegetmodeloperator"><span class="std std-ref">Getting a model</span></a></p> |
| </div> |
| <p>The name of model should be specified in <cite>model_name</cite>.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the model.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineGetModelOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineGetModelOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineDeleteModelOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">delete_contents</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteModelOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Deletes a model.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginedeletemodeloperator"><span class="std std-ref">Cleaning up</span></a></p> |
| </div> |
| <p>The model should be provided by the <cite>model_name</cite> parameter.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the model.</p></li> |
| <li><p><strong>delete_contents</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- (Optional) Whether to force the deletion even if the models is not empty. |
| Will delete all version (if any) in the dataset if set to True. |
| The default value is False.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteModelOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteModelOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineManageVersionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">version_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">version</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">operation</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'create'</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageVersionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Operator for managing a Google Cloud ML Engine version.</p> |
| <div class="admonition warning"> |
| <p class="admonition-title">Warning</p> |
| <p>This operator is deprecated. Consider using operators for specific operations: |
| MLEngineCreateVersionOperator, MLEngineSetDefaultVersionOperator, |
| MLEngineListVersionsOperator, MLEngineDeleteVersionOperator.</p> |
| </div> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the Google Cloud ML Engine model that the version |
| belongs to. (templated)</p></li> |
| <li><p><strong>version_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A name to use for the version being operated upon. |
| If not None and the <cite>version</cite> argument is None or does not have a value for |
| the <cite>name</cite> key, then this will be populated in the payload for the |
| <cite>name</cite> key. (templated)</p></li> |
| <li><p><strong>version</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- A dictionary containing the information about the version. |
| If the <cite>operation</cite> is <cite>create</cite>, <cite>version</cite> should contain all the |
| information about this version such as name, and deploymentUrl. |
| If the <cite>operation</cite> is <cite>get</cite> or <cite>delete</cite>, the <cite>version</cite> parameter |
| should contain the <cite>name</cite> of the version. |
| If it is None, the only <cite>operation</cite> possible would be <cite>list</cite>. (templated)</p></li> |
| <li><p><strong>operation</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- <p>The operation to perform. Available operations are:</p> |
| <ul> |
| <li><p><code class="docutils literal notranslate"><span class="pre">create</span></code>: Creates a new version in the model specified by <cite>model_name</cite>, |
| in which case the <cite>version</cite> parameter should contain all the |
| information to create that version |
| (e.g. <cite>name</cite>, <cite>deploymentUrl</cite>).</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">set_defaults</span></code>: Sets a version in the model specified by <cite>model_name</cite> to be the default. |
| The name of the version should be specified in the <cite>version</cite> |
| parameter.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">list</span></code>: Lists all available versions of the model specified |
| by <cite>model_name</cite>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">delete</span></code>: Deletes the version specified in <cite>version</cite> parameter from the |
| model specified by <cite>model_name</cite>). |
| The name of the version should be specified in the <cite>version</cite> |
| parameter.</p></li> |
| </ul> |
| </p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_version_name', '_version', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageVersionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineManageVersionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineCreateVersionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">version</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateVersionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Creates a new version in the model</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginecreateversionoperator"><span class="std std-ref">Creating model versions</span></a></p> |
| </div> |
| <p>Model should be specified by <cite>model_name</cite>, in which case the <cite>version</cite> parameter should contain all the |
| information to create that version</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the Google Cloud ML Engine model that the version belongs to. (templated)</p></li> |
| <li><p><strong>version</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- A dictionary containing the information about the version. (templated)</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_version', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateVersionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator._validate_inputs"> |
| <code class="sig-name descname">_validate_inputs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateVersionOperator._validate_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator._validate_inputs" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineCreateVersionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineSetDefaultVersionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">version_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineSetDefaultVersionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Sets a version in the model.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginesetdefaultversionoperator"><span class="std std-ref">Managing model versions</span></a></p> |
| </div> |
| <p>The model should be specified by <cite>model_name</cite> to be the default. The name of the version should be |
| specified in the <cite>version_name</cite> parameter.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the Google Cloud ML Engine model that the version belongs to. (templated)</p></li> |
| <li><p><strong>version_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A name to use for the version being operated upon. (templated)</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_version_name', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineSetDefaultVersionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator._validate_inputs"> |
| <code class="sig-name descname">_validate_inputs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineSetDefaultVersionOperator._validate_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator._validate_inputs" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineSetDefaultVersionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineListVersionsOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineListVersionsOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Lists all available versions of the model</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginelistversionsoperator"><span class="std std-ref">Managing model versions</span></a></p> |
| </div> |
| <p>The model should be specified by <cite>model_name</cite>.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the Google Cloud ML Engine model that the version |
| belongs to. (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine model belongs. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineListVersionsOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator._validate_inputs"> |
| <code class="sig-name descname">_validate_inputs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineListVersionsOperator._validate_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator._validate_inputs" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineListVersionsOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineDeleteVersionOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">model_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">version_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteVersionOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Deletes the version from the model.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginedeleteversionoperator"><span class="std std-ref">Cleaning up</span></a></p> |
| </div> |
| <p>The name of the version should be specified in <cite>version_name</cite> parameter from the model specified |
| by <cite>model_name</cite>.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>model_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the Google Cloud ML Engine model that the version |
| belongs to. (templated)</p></li> |
| <li><p><strong>version_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A name to use for the version being operated upon. (templated)</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name to which MLEngine |
| model belongs.</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_model_name', '_version_name', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteVersionOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator._validate_inputs"> |
| <code class="sig-name descname">_validate_inputs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteVersionOperator._validate_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator._validate_inputs" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineDeleteVersionOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">AIPlatformConsoleLink</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#AIPlatformConsoleLink"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperatorLink" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperatorLink</span></code></a></p> |
| <p>Helper class for constructing AI Platform Console link.</p> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.name"> |
| <code class="sig-name descname">name</code><em class="property"> = AI Platform Console</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#AIPlatformConsoleLink.name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.name" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.get_link"> |
| <code class="sig-name descname">get_link</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">operator</span></em>, <em class="sig-param"><span class="n">dttm</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#AIPlatformConsoleLink.get_link"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.get_link" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineStartTrainingJobOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">package_uris</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">training_python_module</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">training_args</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">scale_tier</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">master_type</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">master_config</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">runtime_version</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">python_version</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">job_dir</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">service_account</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">mode</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'PRODUCTION'</span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartTrainingJobOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Operator for launching a MLEngine training job.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on how to use this operator, take a look at the guide: |
| <a class="reference internal" href="../../../../../../../operators/cloud/mlengine.html#howto-operator-mlenginestarttrainingjoboperator"><span class="std std-ref">Launching a Job</span></a></p> |
| </div> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A unique templated id for the submitted Google MLEngine |
| training job. (templated)</p></li> |
| <li><p><strong>package_uris</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- A list of package locations for MLEngine training job, |
| which should include the main training program + any additional |
| dependencies. (templated)</p></li> |
| <li><p><strong>training_python_module</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Python module name to run within MLEngine |
| training job after installing 'package_uris' packages. (templated)</p></li> |
| <li><p><strong>training_args</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- A list of templated command line arguments to pass to |
| the MLEngine training program. (templated)</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Compute Engine region to run the MLEngine training |
| job in (templated).</p></li> |
| <li><p><strong>scale_tier</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Resource tier for MLEngine training job. (templated)</p></li> |
| <li><p><strong>master_type</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- Cloud ML Engine machine name. |
| Must be set when scale_tier is CUSTOM. (templated)</p></li> |
| <li><p><strong>master_config</strong> -- Cloud ML Engine master config. |
| master_type must be set if master_config is provided. (templated)</p></li> |
| <li><p><strong>runtime_version</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud ML runtime version to use for |
| training. (templated)</p></li> |
| <li><p><strong>python_version</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The version of Python used in training. (templated)</p></li> |
| <li><p><strong>job_dir</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A Google Cloud Storage path in which to store training |
| outputs and other data needed for training. (templated)</p></li> |
| <li><p><strong>service_account</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional service account to use when running the training application. |
| (templated) |
| The specified service account must have the <cite>iam.serviceAccounts.actAs</cite> role. The |
| Google-managed Cloud ML Engine service account must have the <cite>iam.serviceAccountAdmin</cite> role |
| for the specified service account. |
| If set to None or missing, the Google-managed Cloud ML Engine service account will be used.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name within which MLEngine training job should run. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>mode</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Can be one of 'DRY_RUN'/'CLOUD'. In 'DRY_RUN' mode, no real |
| training job will be launched, but the MLEngine training job request |
| will be printed out. In 'CLOUD' mode, a real MLEngine training job |
| creation request will be issued.</p></li> |
| <li><p><strong>labels</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- a dictionary containing labels for the job; passed to BigQuery</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_job_id', '_package_uris', '_training_python_module', '_training_args', '_region', '_scale_tier', '_master_type', '_master_config', '_runtime_version', '_python_version', '_job_dir', '_service_account', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartTrainingJobOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.operator_extra_links"> |
| <code class="sig-name descname">operator_extra_links</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartTrainingJobOperator.operator_extra_links"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.operator_extra_links" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineStartTrainingJobOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.operators.mlengine.</code><code class="sig-name descname">MLEngineTrainingCancelJobOperator</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineTrainingCancelJobOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference external" href="/docs/apache-airflow/stable/_api/airflow/models/index.html#airflow.models.BaseOperator" title="(in apache-airflow v2.0.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p> |
| <p>Operator for cleaning up failed MLEngine training job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- A unique templated id for the submitted Google MLEngine |
| training job. (templated)</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The Google Cloud project name within which MLEngine training job should run. |
| If set to None or missing, the default project_id from the Google Cloud connection is used. |
| (templated)</p></li> |
| <li><p><strong>gcp_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The connection ID to use when fetching connection info.</p></li> |
| <li><p><strong>delegate_to</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled.</p></li> |
| <li><p><strong>impersonation_chain</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Optional service account to impersonate using short-term |
| credentials, or chained list of accounts required to get the access_token |
| of the last account in the list, which will be impersonated in the request. |
| If set as a string, the account must grant the originating account |
| the Service Account Token Creator IAM role. |
| If set as a sequence, the identities from the list must grant |
| Service Account Token Creator IAM role to the directly preceding identity, with first |
| account from the list granting this role to the originating account (templated).</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator.template_fields"> |
| <code class="sig-name descname">template_fields</code><em class="property"> = ['_project_id', '_job_id', '_impersonation_chain']</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineTrainingCancelJobOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator.template_fields" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator.execute"> |
| <code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">context</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/operators/mlengine.html#MLEngineTrainingCancelJobOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineTrainingCancelJobOperator.execute" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
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| <ul> |
| <li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.operators.mlengine</span></code></a><ul> |
| <li><a class="reference internal" href="#module-contents">Module Contents</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.log">log</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine._normalize_mlengine_job_id">_normalize_mlengine_job_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator">MLEngineStartBatchPredictionJobOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineStartBatchPredictionJobOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator">MLEngineManageModelOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageModelOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator">MLEngineCreateModelOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateModelOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator">MLEngineGetModelOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineGetModelOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator">MLEngineDeleteModelOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteModelOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator">MLEngineManageVersionOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineManageVersionOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator">MLEngineCreateVersionOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator._validate_inputs">_validate_inputs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineCreateVersionOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator">MLEngineSetDefaultVersionOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator._validate_inputs">_validate_inputs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineSetDefaultVersionOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator">MLEngineListVersionsOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator._validate_inputs">_validate_inputs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineListVersionsOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator">MLEngineDeleteVersionOperator</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.template_fields">template_fields</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator._validate_inputs">_validate_inputs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.MLEngineDeleteVersionOperator.execute">execute</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink">AIPlatformConsoleLink</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.name">name</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.operators.mlengine.AIPlatformConsoleLink.get_link">get_link</a></li> |
| </ul> |
| </li> |
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