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| <h1>Source code for airflow.providers.dbt.cloud.hooks.dbt</h1><div class="highlight"><pre> |
| <span></span><span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "License"); you may not use this file except in compliance</span> |
| <span class="c1"># with the License. You may obtain a copy of the License at</span> |
| <span class="c1">#</span> |
| <span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span> |
| <span class="c1">#</span> |
| <span class="c1"># Unless required by applicable law or agreed to in writing,</span> |
| <span class="c1"># software distributed under the License is distributed on an</span> |
| <span class="c1"># "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span> |
| <span class="c1"># KIND, either express or implied. See the License for the</span> |
| <span class="c1"># specific language governing permissions and limitations</span> |
| <span class="c1"># under the License.</span> |
| |
| <span class="kn">import</span> <span class="nn">json</span> |
| <span class="kn">import</span> <span class="nn">sys</span> |
| <span class="kn">import</span> <span class="nn">time</span> |
| <span class="kn">from</span> <span class="nn">enum</span> <span class="kn">import</span> <span class="n">Enum</span> |
| <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">wraps</span> |
| <span class="kn">from</span> <span class="nn">inspect</span> <span class="kn">import</span> <span class="n">signature</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Set</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">requests</span> <span class="kn">import</span> <span class="n">PreparedRequest</span><span class="p">,</span> <span class="n">Session</span> |
| <span class="kn">from</span> <span class="nn">requests.auth</span> <span class="kn">import</span> <span class="n">AuthBase</span> |
| <span class="kn">from</span> <span class="nn">requests.models</span> <span class="kn">import</span> <span class="n">Response</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">Connection</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.http.hooks.http</span> <span class="kn">import</span> <span class="n">HttpHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.typing_compat</span> <span class="kn">import</span> <span class="n">TypedDict</span> |
| |
| <span class="k">if</span> <span class="n">sys</span><span class="o">.</span><span class="n">version_info</span> <span class="o">>=</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">8</span><span class="p">):</span> |
| <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="kn">from</span> <span class="nn">cached_property</span> <span class="kn">import</span> <span class="n">cached_property</span> |
| |
| |
| <div class="viewcode-block" id="fallback_to_default_account"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.fallback_to_default_account">[docs]</a><span class="k">def</span> <span class="nf">fallback_to_default_account</span><span class="p">(</span><span class="n">func</span><span class="p">:</span> <span class="n">Callable</span><span class="p">)</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Decorator which provides a fallback value for ``account_id``. If the ``account_id`` is None or not passed</span> |
| <span class="sd"> to the decorated function, the value will be taken from the configured dbt Cloud Airflow Connection.</span> |
| <span class="sd"> """</span> |
| <span class="n">sig</span> <span class="o">=</span> <span class="n">signature</span><span class="p">(</span><span class="n">func</span><span class="p">)</span> |
| |
| <span class="nd">@wraps</span><span class="p">(</span><span class="n">func</span><span class="p">)</span> |
| <span class="k">def</span> <span class="nf">wrapper</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">:</span> |
| <span class="n">bound_args</span> <span class="o">=</span> <span class="n">sig</span><span class="o">.</span><span class="n">bind</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| |
| <span class="c1"># Check if ``account_id`` was not included in the function signature or, if it is, the value is not</span> |
| <span class="c1"># provided.</span> |
| <span class="k">if</span> <span class="n">bound_args</span><span class="o">.</span><span class="n">arguments</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"account_id"</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span> <span class="o">=</span> <span class="n">args</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> |
| <span class="n">default_account_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">login</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">default_account_id</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"Could not determine the dbt Cloud account."</span><span class="p">)</span> |
| |
| <span class="n">bound_args</span><span class="o">.</span><span class="n">arguments</span><span class="p">[</span><span class="s2">"account_id"</span><span class="p">]</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">default_account_id</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">bound_args</span><span class="o">.</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">bound_args</span><span class="o">.</span><span class="n">kwargs</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">wrapper</span></div> |
| |
| |
| <span class="k">def</span> <span class="nf">_get_provider_info</span><span class="p">()</span> <span class="o">-></span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers_manager</span> <span class="kn">import</span> <span class="n">ProvidersManager</span> |
| |
| <span class="n">manager</span> <span class="o">=</span> <span class="n">ProvidersManager</span><span class="p">()</span> |
| <span class="n">package_name</span> <span class="o">=</span> <span class="n">manager</span><span class="o">.</span><span class="n">hooks</span><span class="p">[</span><span class="n">DbtCloudHook</span><span class="o">.</span><span class="n">conn_type</span><span class="p">]</span><span class="o">.</span><span class="n">package_name</span> <span class="c1"># type: ignore[union-attr]</span> |
| <span class="n">provider</span> <span class="o">=</span> <span class="n">manager</span><span class="o">.</span><span class="n">providers</span><span class="p">[</span><span class="n">package_name</span><span class="p">]</span> |
| |
| <span class="k">return</span> <span class="n">package_name</span><span class="p">,</span> <span class="n">provider</span><span class="o">.</span><span class="n">version</span> |
| |
| |
| <div class="viewcode-block" id="TokenAuth"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.TokenAuth">[docs]</a><span class="k">class</span> <span class="nc">TokenAuth</span><span class="p">(</span><span class="n">AuthBase</span><span class="p">):</span> |
| <span class="sd">"""Helper class for Auth when executing requests."""</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">token</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">token</span> <span class="o">=</span> <span class="n">token</span> |
| |
| <div class="viewcode-block" id="TokenAuth.__call__"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.TokenAuth.__call__">[docs]</a> <span class="k">def</span> <span class="fm">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">PreparedRequest</span><span class="p">)</span> <span class="o">-></span> <span class="n">PreparedRequest</span><span class="p">:</span> |
| <span class="n">package_name</span><span class="p">,</span> <span class="n">provider_version</span> <span class="o">=</span> <span class="n">_get_provider_info</span><span class="p">()</span> |
| <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s2">"User-Agent"</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">package_name</span><span class="si">}</span><span class="s2">-v</span><span class="si">{</span><span class="n">provider_version</span><span class="si">}</span><span class="s2">"</span> |
| <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s2">"Content-Type"</span><span class="p">]</span> <span class="o">=</span> <span class="s2">"application/json"</span> |
| <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s2">"Authorization"</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"Token </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">token</span><span class="si">}</span><span class="s2">"</span> |
| |
| <span class="k">return</span> <span class="n">request</span></div></div> |
| |
| |
| <div class="viewcode-block" id="JobRunInfo"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.JobRunInfo">[docs]</a><span class="k">class</span> <span class="nc">JobRunInfo</span><span class="p">(</span><span class="n">TypedDict</span><span class="p">):</span> |
| <span class="sd">"""Type class for the ``job_run_info`` dictionary."""</span> |
| |
| <div class="viewcode-block" id="JobRunInfo.account_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.JobRunInfo.account_id">[docs]</a> <span class="n">account_id</span><span class="p">:</span> <span class="nb">int</span></div> |
| <div class="viewcode-block" id="JobRunInfo.run_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.JobRunInfo.run_id">[docs]</a> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DbtCloudJobRunStatus"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus">[docs]</a><span class="k">class</span> <span class="nc">DbtCloudJobRunStatus</span><span class="p">(</span><span class="n">Enum</span><span class="p">):</span> |
| <span class="sd">"""dbt Cloud Job statuses."""</span> |
| |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.QUEUED"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.QUEUED">[docs]</a> <span class="n">QUEUED</span> <span class="o">=</span> <span class="mi">1</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.STARTING"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.STARTING">[docs]</a> <span class="n">STARTING</span> <span class="o">=</span> <span class="mi">2</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.RUNNING"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.RUNNING">[docs]</a> <span class="n">RUNNING</span> <span class="o">=</span> <span class="mi">3</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.SUCCESS"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.SUCCESS">[docs]</a> <span class="n">SUCCESS</span> <span class="o">=</span> <span class="mi">10</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.ERROR"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.ERROR">[docs]</a> <span class="n">ERROR</span> <span class="o">=</span> <span class="mi">20</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.CANCELLED"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.CANCELLED">[docs]</a> <span class="n">CANCELLED</span> <span class="o">=</span> <span class="mi">30</span></div> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.TERMINAL_STATUSES"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.TERMINAL_STATUSES">[docs]</a> <span class="n">TERMINAL_STATUSES</span> <span class="o">=</span> <span class="p">(</span><span class="n">SUCCESS</span><span class="p">,</span> <span class="n">ERROR</span><span class="p">,</span> <span class="n">CANCELLED</span><span class="p">)</span></div> |
| |
| <span class="nd">@classmethod</span> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.check_is_valid"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.check_is_valid">[docs]</a> <span class="k">def</span> <span class="nf">check_is_valid</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">statuses</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">int</span><span class="p">],</span> <span class="n">Set</span><span class="p">[</span><span class="nb">int</span><span class="p">]]):</span> |
| <span class="sd">"""Validates input statuses are a known value."""</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">statuses</span><span class="p">,</span> <span class="p">(</span><span class="n">Sequence</span><span class="p">,</span> <span class="n">Set</span><span class="p">)):</span> |
| <span class="k">for</span> <span class="n">status</span> <span class="ow">in</span> <span class="n">statuses</span><span class="p">:</span> |
| <span class="bp">cls</span><span class="p">(</span><span class="n">status</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">cls</span><span class="p">(</span><span class="n">statuses</span><span class="p">)</span></div> |
| |
| <span class="nd">@classmethod</span> |
| <div class="viewcode-block" id="DbtCloudJobRunStatus.is_terminal"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunStatus.is_terminal">[docs]</a> <span class="k">def</span> <span class="nf">is_terminal</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">status</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span> |
| <span class="sd">"""Checks if the input status is that of a terminal type."""</span> |
| <span class="bp">cls</span><span class="o">.</span><span class="n">check_is_valid</span><span class="p">(</span><span class="n">statuses</span><span class="o">=</span><span class="n">status</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">status</span> <span class="ow">in</span> <span class="bp">cls</span><span class="o">.</span><span class="n">TERMINAL_STATUSES</span><span class="o">.</span><span class="n">value</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DbtCloudJobRunException"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudJobRunException">[docs]</a><span class="k">class</span> <span class="nc">DbtCloudJobRunException</span><span class="p">(</span><span class="n">AirflowException</span><span class="p">):</span> |
| <span class="sd">"""An exception that indicates a job run failed to complete."""</span></div> |
| |
| |
| <div class="viewcode-block" id="DbtCloudHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook">[docs]</a><span class="k">class</span> <span class="nc">DbtCloudHook</span><span class="p">(</span><span class="n">HttpHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Interact with dbt Cloud using the V2 API.</span> |
| |
| <span class="sd"> :param dbt_cloud_conn_id: The ID of the :ref:`dbt Cloud connection <howto/connection:dbt-cloud>`.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="DbtCloudHook.conn_name_attr"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.conn_name_attr">[docs]</a> <span class="n">conn_name_attr</span> <span class="o">=</span> <span class="s2">"dbt_cloud_conn_id"</span></div> |
| <div class="viewcode-block" id="DbtCloudHook.default_conn_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.default_conn_name">[docs]</a> <span class="n">default_conn_name</span> <span class="o">=</span> <span class="s2">"dbt_cloud_default"</span></div> |
| <div class="viewcode-block" id="DbtCloudHook.conn_type"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.conn_type">[docs]</a> <span class="n">conn_type</span> <span class="o">=</span> <span class="s2">"dbt_cloud"</span></div> |
| <div class="viewcode-block" id="DbtCloudHook.hook_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.hook_name">[docs]</a> <span class="n">hook_name</span> <span class="o">=</span> <span class="s2">"dbt Cloud"</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_ui_field_behaviour"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_ui_field_behaviour">[docs]</a> <span class="k">def</span> <span class="nf">get_ui_field_behaviour</span><span class="p">()</span> <span class="o">-></span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span> |
| <span class="sd">"""Builds custom field behavior for the dbt Cloud connection form in the Airflow UI."""</span> |
| <span class="k">return</span> <span class="p">{</span> |
| <span class="s2">"hidden_fields"</span><span class="p">:</span> <span class="p">[</span><span class="s2">"host"</span><span class="p">,</span> <span class="s2">"port"</span><span class="p">,</span> <span class="s2">"extra"</span><span class="p">],</span> |
| <span class="s2">"relabeling"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"login"</span><span class="p">:</span> <span class="s2">"Account ID"</span><span class="p">,</span> <span class="s2">"password"</span><span class="p">:</span> <span class="s2">"API Token"</span><span class="p">,</span> <span class="s2">"schema"</span><span class="p">:</span> <span class="s2">"Tenant"</span><span class="p">},</span> |
| <span class="s2">"placeholders"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"schema"</span><span class="p">:</span> <span class="s2">"Defaults to 'cloud'."</span><span class="p">},</span></div> |
| <span class="p">}</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">dbt_cloud_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">default_conn_name</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">auth_type</span><span class="o">=</span><span class="n">TokenAuth</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dbt_cloud_conn_id</span> <span class="o">=</span> <span class="n">dbt_cloud_conn_id</span> |
| <span class="n">tenant</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">schema</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">schema</span> <span class="k">else</span> <span class="s1">'cloud'</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">base_url</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"https://</span><span class="si">{</span><span class="n">tenant</span><span class="si">}</span><span class="s2">.getdbt.com/api/v2/accounts/"</span> |
| |
| <span class="nd">@cached_property</span> |
| <div class="viewcode-block" id="DbtCloudHook.connection"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.connection">[docs]</a> <span class="k">def</span> <span class="nf">connection</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Connection</span><span class="p">:</span> |
| <span class="n">_connection</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_connection</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dbt_cloud_conn_id</span><span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">_connection</span><span class="o">.</span><span class="n">password</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"An API token is required to connect to dbt Cloud."</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">_connection</span></div> |
| |
| <div class="viewcode-block" id="DbtCloudHook.get_conn"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_conn">[docs]</a> <span class="k">def</span> <span class="nf">get_conn</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">-></span> <span class="n">Session</span><span class="p">:</span> |
| <span class="n">session</span> <span class="o">=</span> <span class="n">Session</span><span class="p">()</span> |
| <span class="n">session</span><span class="o">.</span><span class="n">auth</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">auth_type</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">connection</span><span class="o">.</span><span class="n">password</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">session</span></div> |
| |
| <span class="k">def</span> <span class="nf">_paginate</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">endpoint</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">payload</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="n">endpoint</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">payload</span><span class="p">)</span> |
| <span class="n">resp_json</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span> |
| <span class="n">limit</span> <span class="o">=</span> <span class="n">resp_json</span><span class="p">[</span><span class="s2">"extra"</span><span class="p">][</span><span class="s2">"filters"</span><span class="p">][</span><span class="s2">"limit"</span><span class="p">]</span> |
| <span class="n">num_total_results</span> <span class="o">=</span> <span class="n">resp_json</span><span class="p">[</span><span class="s2">"extra"</span><span class="p">][</span><span class="s2">"pagination"</span><span class="p">][</span><span class="s2">"total_count"</span><span class="p">]</span> |
| <span class="n">num_current_results</span> <span class="o">=</span> <span class="n">resp_json</span><span class="p">[</span><span class="s2">"extra"</span><span class="p">][</span><span class="s2">"pagination"</span><span class="p">][</span><span class="s2">"count"</span><span class="p">]</span> |
| <span class="n">results</span> <span class="o">=</span> <span class="p">[</span><span class="n">response</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">num_current_results</span> <span class="o">!=</span> <span class="n">num_total_results</span><span class="p">:</span> |
| <span class="n">_paginate_payload</span> <span class="o">=</span> <span class="n">payload</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> <span class="k">if</span> <span class="n">payload</span> <span class="k">else</span> <span class="p">{}</span> |
| <span class="n">_paginate_payload</span><span class="p">[</span><span class="s2">"offset"</span><span class="p">]</span> <span class="o">=</span> <span class="n">limit</span> |
| |
| <span class="k">while</span> <span class="ow">not</span> <span class="n">num_current_results</span> <span class="o">>=</span> <span class="n">num_total_results</span><span class="p">:</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="n">endpoint</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">_paginate_payload</span><span class="p">)</span> |
| <span class="n">resp_json</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span> |
| <span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">response</span><span class="p">)</span> |
| <span class="n">num_current_results</span> <span class="o">+=</span> <span class="n">resp_json</span><span class="p">[</span><span class="s2">"extra"</span><span class="p">][</span><span class="s2">"pagination"</span><span class="p">][</span><span class="s2">"count"</span><span class="p">]</span> |
| <span class="n">_paginate_payload</span><span class="p">[</span><span class="s2">"offset"</span><span class="p">]</span> <span class="o">+=</span> <span class="n">limit</span> |
| <span class="k">return</span> <span class="n">results</span> |
| |
| <span class="k">def</span> <span class="nf">_run_and_get_response</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">method</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"GET"</span><span class="p">,</span> |
| <span class="n">endpoint</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">payload</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">],</span> <span class="kc">None</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">paginate</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">method</span> <span class="o">=</span> <span class="n">method</span> |
| |
| <span class="k">if</span> <span class="n">paginate</span><span class="p">:</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">payload</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"Payload cannot be a string to paginate a response."</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">endpoint</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_paginate</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="n">endpoint</span><span class="p">,</span> <span class="n">payload</span><span class="o">=</span><span class="n">payload</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">"An endpoint is needed to paginate a response."</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="n">endpoint</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">payload</span><span class="p">)</span> |
| |
| <div class="viewcode-block" id="DbtCloudHook.list_accounts"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.list_accounts">[docs]</a> <span class="k">def</span> <span class="nf">list_accounts</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves all of the dbt Cloud accounts the configured API token is authorized to access.</span> |
| |
| <span class="sd"> :return: List of request responses.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">()</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_account"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_account">[docs]</a> <span class="k">def</span> <span class="nf">get_account</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for a specific dbt Cloud account.</span> |
| |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/"</span><span class="p">)</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.list_projects"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.list_projects">[docs]</a> <span class="k">def</span> <span class="nf">list_projects</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for all projects tied to a specified dbt Cloud account.</span> |
| |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :return: List of request responses.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/projects/"</span><span class="p">,</span> <span class="n">paginate</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_project"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_project">[docs]</a> <span class="k">def</span> <span class="nf">get_project</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">project_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for a specific project.</span> |
| |
| <span class="sd"> :param project_id: The ID of a dbt Cloud project.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s2">/"</span><span class="p">)</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.list_jobs"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.list_jobs">[docs]</a> <span class="k">def</span> <span class="nf">list_jobs</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">order_by</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for all jobs tied to a specified dbt Cloud account. If a ``project_id`` is</span> |
| <span class="sd"> supplied, only jobs pertaining to this job will be retrieved.</span> |
| |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param order_by: Optional. Field to order the result by. Use '-' to indicate reverse order.</span> |
| <span class="sd"> For example, to use reverse order by the run ID use ``order_by=-id``.</span> |
| <span class="sd"> :param project_id: The ID of a dbt Cloud project.</span> |
| <span class="sd"> :return: List of request responses.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/jobs/"</span><span class="p">,</span> |
| <span class="n">payload</span><span class="o">=</span><span class="p">{</span><span class="s2">"order_by"</span><span class="p">:</span> <span class="n">order_by</span><span class="p">,</span> <span class="s2">"project_id"</span><span class="p">:</span> <span class="n">project_id</span><span class="p">},</span> |
| <span class="n">paginate</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_job">[docs]</a> <span class="k">def</span> <span class="nf">get_job</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">job_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for a specific job.</span> |
| |
| <span class="sd"> :param job_id: The ID of a dbt Cloud job.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span><span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/jobs/</span><span class="si">{</span><span class="n">job_id</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.trigger_job_run"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.trigger_job_run">[docs]</a> <span class="k">def</span> <span class="nf">trigger_job_run</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> |
| <span class="n">cause</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">steps_override</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">schema_override</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">additional_run_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Triggers a run of a dbt Cloud job.</span> |
| |
| <span class="sd"> :param job_id: The ID of a dbt Cloud job.</span> |
| <span class="sd"> :param cause: Description of the reason to trigger the job.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param steps_override: Optional. List of dbt commands to execute when triggering the job</span> |
| <span class="sd"> instead of those configured in dbt Cloud.</span> |
| <span class="sd"> :param schema_override: Optional. Override the destination schema in the configured target for this</span> |
| <span class="sd"> job.</span> |
| <span class="sd"> :param additional_run_config: Optional. Any additional parameters that should be included in the API</span> |
| <span class="sd"> request when triggering the job.</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">additional_run_config</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">additional_run_config</span> <span class="o">=</span> <span class="p">{}</span> |
| |
| <span class="n">payload</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s2">"cause"</span><span class="p">:</span> <span class="n">cause</span><span class="p">,</span> |
| <span class="s2">"steps_override"</span><span class="p">:</span> <span class="n">steps_override</span><span class="p">,</span> |
| <span class="s2">"schema_override"</span><span class="p">:</span> <span class="n">schema_override</span><span class="p">,</span> |
| <span class="p">}</span> |
| <span class="n">payload</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">additional_run_config</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">method</span><span class="o">=</span><span class="s2">"POST"</span><span class="p">,</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/jobs/</span><span class="si">{</span><span class="n">job_id</span><span class="si">}</span><span class="s2">/run/"</span><span class="p">,</span> |
| <span class="n">payload</span><span class="o">=</span><span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">payload</span><span class="p">),</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.list_job_runs"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.list_job_runs">[docs]</a> <span class="k">def</span> <span class="nf">list_job_runs</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">include_related</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">job_definition_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">order_by</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for all of the dbt Cloud job runs for an account. If a ``job_definition_id`` is</span> |
| <span class="sd"> supplied, only metadata for runs of that specific job are pulled.</span> |
| |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param include_related: Optional. List of related fields to pull with the run.</span> |
| <span class="sd"> Valid values are "trigger", "job", "repository", and "environment".</span> |
| <span class="sd"> :param job_definition_id: Optional. The dbt Cloud job ID to retrieve run metadata.</span> |
| <span class="sd"> :param order_by: Optional. Field to order the result by. Use '-' to indicate reverse order.</span> |
| <span class="sd"> For example, to use reverse order by the run ID use ``order_by=-id``.</span> |
| <span class="sd"> :return: List of request responses.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/runs/"</span><span class="p">,</span> |
| <span class="n">payload</span><span class="o">=</span><span class="p">{</span> |
| <span class="s2">"include_related"</span><span class="p">:</span> <span class="n">include_related</span><span class="p">,</span> |
| <span class="s2">"job_definition_id"</span><span class="p">:</span> <span class="n">job_definition_id</span><span class="p">,</span> |
| <span class="s2">"order_by"</span><span class="p">:</span> <span class="n">order_by</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">paginate</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_job_run"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_job_run">[docs]</a> <span class="k">def</span> <span class="nf">get_job_run</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">include_related</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves metadata for a specific run of a dbt Cloud job.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param include_related: Optional. List of related fields to pull with the run.</span> |
| <span class="sd"> Valid values are "trigger", "job", "repository", and "environment".</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/runs/</span><span class="si">{</span><span class="n">run_id</span><span class="si">}</span><span class="s2">/"</span><span class="p">,</span> |
| <span class="n">payload</span><span class="o">=</span><span class="p">{</span><span class="s2">"include_related"</span><span class="p">:</span> <span class="n">include_related</span><span class="p">},</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DbtCloudHook.get_job_run_status"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_job_run_status">[docs]</a> <span class="k">def</span> <span class="nf">get_job_run_status</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="nb">int</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves the status for a specific run of a dbt Cloud job.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :return: The status of a dbt Cloud job run.</span> |
| <span class="sd"> """</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">"Getting the status of job run </span><span class="si">%s</span><span class="s2">."</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">run_id</span><span class="p">))</span> |
| |
| <span class="n">job_run</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_run</span><span class="p">(</span><span class="n">account_id</span><span class="o">=</span><span class="n">account_id</span><span class="p">,</span> <span class="n">run_id</span><span class="o">=</span><span class="n">run_id</span><span class="p">)</span> |
| <span class="n">job_run_status</span> <span class="o">=</span> <span class="n">job_run</span><span class="o">.</span><span class="n">json</span><span class="p">()[</span><span class="s2">"data"</span><span class="p">][</span><span class="s2">"status"</span><span class="p">]</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span> |
| <span class="s2">"Current status of job run </span><span class="si">%s</span><span class="s2">: </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">run_id</span><span class="p">),</span> <span class="n">DbtCloudJobRunStatus</span><span class="p">(</span><span class="n">job_run_status</span><span class="p">)</span><span class="o">.</span><span class="n">name</span> |
| <span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">job_run_status</span></div> |
| |
| <div class="viewcode-block" id="DbtCloudHook.wait_for_job_run_status"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.wait_for_job_run_status">[docs]</a> <span class="k">def</span> <span class="nf">wait_for_job_run_status</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> |
| <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">expected_statuses</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">int</span><span class="p">],</span> <span class="n">Set</span><span class="p">[</span><span class="nb">int</span><span class="p">]]</span> <span class="o">=</span> <span class="n">DbtCloudJobRunStatus</span><span class="o">.</span><span class="n">SUCCESS</span><span class="o">.</span><span class="n">value</span><span class="p">,</span> |
| <span class="n">check_interval</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">60</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">60</span> <span class="o">*</span> <span class="mi">60</span> <span class="o">*</span> <span class="mi">24</span> <span class="o">*</span> <span class="mi">7</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Waits for a dbt Cloud job run to match an expected status.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param expected_statuses: Optional. The desired status(es) to check against a job run's current</span> |
| <span class="sd"> status. Defaults to the success status value.</span> |
| <span class="sd"> :param check_interval: Time in seconds to check on a pipeline run's status.</span> |
| <span class="sd"> :param timeout: Time in seconds to wait for a pipeline to reach a terminal status or the expected</span> |
| <span class="sd"> status.</span> |
| <span class="sd"> :return: Boolean indicating if the job run has reached the ``expected_status``.</span> |
| <span class="sd"> """</span> |
| <span class="n">expected_statuses</span> <span class="o">=</span> <span class="p">(</span><span class="n">expected_statuses</span><span class="p">,)</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expected_statuses</span><span class="p">,</span> <span class="nb">int</span><span class="p">)</span> <span class="k">else</span> <span class="n">expected_statuses</span> |
| |
| <span class="n">DbtCloudJobRunStatus</span><span class="o">.</span><span class="n">check_is_valid</span><span class="p">(</span><span class="n">expected_statuses</span><span class="p">)</span> |
| |
| <span class="n">job_run_info</span> <span class="o">=</span> <span class="n">JobRunInfo</span><span class="p">(</span><span class="n">account_id</span><span class="o">=</span><span class="n">account_id</span><span class="p">,</span> <span class="n">run_id</span><span class="o">=</span><span class="n">run_id</span><span class="p">)</span> |
| <span class="n">job_run_status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_run_status</span><span class="p">(</span><span class="o">**</span><span class="n">job_run_info</span><span class="p">)</span> |
| |
| <span class="n">start_time</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">monotonic</span><span class="p">()</span> |
| |
| <span class="k">while</span> <span class="p">(</span> |
| <span class="ow">not</span> <span class="n">DbtCloudJobRunStatus</span><span class="o">.</span><span class="n">is_terminal</span><span class="p">(</span><span class="n">job_run_status</span><span class="p">)</span> <span class="ow">and</span> <span class="n">job_run_status</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">expected_statuses</span> |
| <span class="p">):</span> |
| <span class="c1"># Check if the job-run duration has exceeded the ``timeout`` configured.</span> |
| <span class="k">if</span> <span class="n">start_time</span> <span class="o">+</span> <span class="n">timeout</span> <span class="o"><</span> <span class="n">time</span><span class="o">.</span><span class="n">monotonic</span><span class="p">():</span> |
| <span class="k">raise</span> <span class="n">DbtCloudJobRunException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"Job run </span><span class="si">{</span><span class="n">run_id</span><span class="si">}</span><span class="s2"> has not reached a terminal status after </span><span class="si">{</span><span class="n">timeout</span><span class="si">}</span><span class="s2"> seconds."</span> |
| <span class="p">)</span> |
| |
| <span class="c1"># Wait to check the status of the job run based on the ``check_interval`` configured.</span> |
| <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="n">check_interval</span><span class="p">)</span> |
| |
| <span class="n">job_run_status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_run_status</span><span class="p">(</span><span class="o">**</span><span class="n">job_run_info</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">job_run_status</span> <span class="ow">in</span> <span class="n">expected_statuses</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.cancel_job_run"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.cancel_job_run">[docs]</a> <span class="k">def</span> <span class="nf">cancel_job_run</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Cancel a specific dbt Cloud job run.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> """</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span><span class="n">method</span><span class="o">=</span><span class="s2">"POST"</span><span class="p">,</span> <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/runs/</span><span class="si">{</span><span class="n">run_id</span><span class="si">}</span><span class="s2">/cancel/"</span><span class="p">)</span></div> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.list_job_run_artifacts"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.list_job_run_artifacts">[docs]</a> <span class="k">def</span> <span class="nf">list_job_run_artifacts</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">step</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">List</span><span class="p">[</span><span class="n">Response</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves a list of the available artifact files generated for a completed run of a dbt Cloud job. By</span> |
| <span class="sd"> default, this returns artifacts from the last step in the run. To list artifacts from other steps in</span> |
| <span class="sd"> the run, use the ``step`` parameter.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param step: Optional. The index of the Step in the Run to query for artifacts. The first step in the</span> |
| <span class="sd"> run has the index 1. If the step parameter is omitted, artifacts for the last step in the run will</span> |
| <span class="sd"> be returned.</span> |
| <span class="sd"> :return: List of request responses.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/runs/</span><span class="si">{</span><span class="n">run_id</span><span class="si">}</span><span class="s2">/artifacts/"</span><span class="p">,</span> <span class="n">payload</span><span class="o">=</span><span class="p">{</span><span class="s2">"step"</span><span class="p">:</span> <span class="n">step</span><span class="p">}</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@fallback_to_default_account</span> |
| <div class="viewcode-block" id="DbtCloudHook.get_job_run_artifact"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.get_job_run_artifact">[docs]</a> <span class="k">def</span> <span class="nf">get_job_run_artifact</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">run_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">account_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">step</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Response</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Retrieves a list of the available artifact files generated for a completed run of a dbt Cloud job. By</span> |
| <span class="sd"> default, this returns artifacts from the last step in the run. To list artifacts from other steps in</span> |
| <span class="sd"> the run, use the ``step`` parameter.</span> |
| |
| <span class="sd"> :param run_id: The ID of a dbt Cloud job run.</span> |
| <span class="sd"> :param path: The file path related to the artifact file. Paths are rooted at the target/ directory.</span> |
| <span class="sd"> Use "manifest.json", "catalog.json", or "run_results.json" to download dbt-generated artifacts</span> |
| <span class="sd"> for the run.</span> |
| <span class="sd"> :param account_id: Optional. The ID of a dbt Cloud account.</span> |
| <span class="sd"> :param step: Optional. The index of the Step in the Run to query for artifacts. The first step in the</span> |
| <span class="sd"> run has the index 1. If the step parameter is omitted, artifacts for the last step in the run will</span> |
| <span class="sd"> be returned.</span> |
| <span class="sd"> :return: The request response.</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">(</span> |
| <span class="n">endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">account_id</span><span class="si">}</span><span class="s2">/runs/</span><span class="si">{</span><span class="n">run_id</span><span class="si">}</span><span class="s2">/artifacts/</span><span class="si">{</span><span class="n">path</span><span class="si">}</span><span class="s2">"</span><span class="p">,</span> <span class="n">payload</span><span class="o">=</span><span class="p">{</span><span class="s2">"step"</span><span class="p">:</span> <span class="n">step</span><span class="p">}</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DbtCloudHook.test_connection"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/dbt/cloud/hooks/dbt/index.html#airflow.providers.dbt.cloud.hooks.dbt.DbtCloudHook.test_connection">[docs]</a> <span class="k">def</span> <span class="nf">test_connection</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span> |
| <span class="sd">"""Test dbt Cloud connection."""</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_run_and_get_response</span><span class="p">()</span> |
| <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">"Successfully connected to dbt Cloud."</span> |
| <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
| <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">)</span></div></div> |
| </pre></div> |
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