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| <h1>Source code for airflow.providers.google.common.hooks.base_google</h1><div class="highlight"><pre> |
| <span></span><span class="c1">#</span> |
| <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "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="sd">"""This module contains a Google Cloud API base hook."""</span> |
| <span class="kn">import</span> <span class="nn">functools</span> |
| <span class="kn">import</span> <span class="nn">json</span> |
| <span class="kn">import</span> <span class="nn">logging</span> |
| <span class="kn">import</span> <span class="nn">os</span> |
| <span class="kn">import</span> <span class="nn">tempfile</span> |
| <span class="kn">from</span> <span class="nn">contextlib</span> <span class="kn">import</span> <span class="n">ExitStack</span><span class="p">,</span> <span class="n">contextmanager</span> |
| <span class="kn">from</span> <span class="nn">subprocess</span> <span class="kn">import</span> <span class="n">check_output</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">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">TypeVar</span><span class="p">,</span> <span class="n">Union</span><span class="p">,</span> <span class="n">cast</span> |
| |
| <span class="kn">import</span> <span class="nn">google.auth</span> |
| <span class="kn">import</span> <span class="nn">google.auth.credentials</span> |
| <span class="kn">import</span> <span class="nn">google.oauth2.service_account</span> |
| <span class="kn">import</span> <span class="nn">google_auth_httplib2</span> |
| <span class="kn">import</span> <span class="nn">tenacity</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.exceptions</span> <span class="kn">import</span> <span class="n">Forbidden</span><span class="p">,</span> <span class="n">ResourceExhausted</span><span class="p">,</span> <span class="n">TooManyRequests</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.gapic_v1.client_info</span> <span class="kn">import</span> <span class="n">ClientInfo</span> |
| <span class="kn">from</span> <span class="nn">google.auth</span> <span class="kn">import</span> <span class="n">_cloud_sdk</span> |
| <span class="kn">from</span> <span class="nn">google.auth.environment_vars</span> <span class="kn">import</span> <span class="n">CLOUD_SDK_CONFIG_DIR</span><span class="p">,</span> <span class="n">CREDENTIALS</span> |
| <span class="kn">from</span> <span class="nn">googleapiclient</span> <span class="kn">import</span> <span class="n">discovery</span> |
| <span class="kn">from</span> <span class="nn">googleapiclient.errors</span> <span class="kn">import</span> <span class="n">HttpError</span> |
| <span class="kn">from</span> <span class="nn">googleapiclient.http</span> <span class="kn">import</span> <span class="n">MediaIoBaseDownload</span><span class="p">,</span> <span class="n">build_http</span><span class="p">,</span> <span class="n">set_user_agent</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow</span> <span class="kn">import</span> <span class="n">version</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.hooks.base</span> <span class="kn">import</span> <span class="n">BaseHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.utils.credentials_provider</span> <span class="kn">import</span> <span class="p">(</span> |
| <span class="n">_get_scopes</span><span class="p">,</span> |
| <span class="n">_get_target_principal_and_delegates</span><span class="p">,</span> |
| <span class="n">get_credentials_and_project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.process_utils</span> <span class="kn">import</span> <span class="n">patch_environ</span> |
| |
| <div class="viewcode-block" id="log"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.log">[docs]</a><span class="n">log</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span></div> |
| |
| |
| <span class="c1"># Constants used by the mechanism of repeating requests in reaction to exceeding the temporary quota.</span> |
| <div class="viewcode-block" id="INVALID_KEYS"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.INVALID_KEYS">[docs]</a><span class="n">INVALID_KEYS</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="s1">'DefaultRequestsPerMinutePerProject'</span><span class="p">,</span> |
| <span class="s1">'DefaultRequestsPerMinutePerUser'</span><span class="p">,</span> |
| <span class="s1">'RequestsPerMinutePerProject'</span><span class="p">,</span> |
| <span class="s2">"Resource has been exhausted (e.g. check quota)."</span><span class="p">,</span></div> |
| <span class="p">]</span> |
| <div class="viewcode-block" id="INVALID_REASONS"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.INVALID_REASONS">[docs]</a><span class="n">INVALID_REASONS</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="s1">'userRateLimitExceeded'</span><span class="p">,</span></div> |
| <span class="p">]</span> |
| |
| |
| <div class="viewcode-block" id="is_soft_quota_exception"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.is_soft_quota_exception">[docs]</a><span class="k">def</span> <span class="nf">is_soft_quota_exception</span><span class="p">(</span><span class="n">exception</span><span class="p">:</span> <span class="ne">Exception</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> API for Google services does not have a standardized way to report quota violation errors.</span> |
| <span class="sd"> The function has been adapted by trial and error to the following services:</span> |
| |
| <span class="sd"> * Google Translate</span> |
| <span class="sd"> * Google Vision</span> |
| <span class="sd"> * Google Text-to-Speech</span> |
| <span class="sd"> * Google Speech-to-Text</span> |
| <span class="sd"> * Google Natural Language</span> |
| <span class="sd"> * Google Video Intelligence</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="n">Forbidden</span><span class="p">):</span> |
| <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">reason</span> <span class="ow">in</span> <span class="n">error</span><span class="o">.</span><span class="n">details</span><span class="p">()</span> <span class="k">for</span> <span class="n">reason</span> <span class="ow">in</span> <span class="n">INVALID_REASONS</span> <span class="k">for</span> <span class="n">error</span> <span class="ow">in</span> <span class="n">exception</span><span class="o">.</span><span class="n">errors</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="p">(</span><span class="n">ResourceExhausted</span><span class="p">,</span> <span class="n">TooManyRequests</span><span class="p">)):</span> |
| <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">key</span> <span class="ow">in</span> <span class="n">error</span><span class="o">.</span><span class="n">details</span><span class="p">()</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">INVALID_KEYS</span> <span class="k">for</span> <span class="n">error</span> <span class="ow">in</span> <span class="n">exception</span><span class="o">.</span><span class="n">errors</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="kc">False</span></div> |
| |
| |
| <div class="viewcode-block" id="is_operation_in_progress_exception"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.is_operation_in_progress_exception">[docs]</a><span class="k">def</span> <span class="nf">is_operation_in_progress_exception</span><span class="p">(</span><span class="n">exception</span><span class="p">:</span> <span class="ne">Exception</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"> Some of the calls return 429 (too many requests!) or 409 errors (Conflict)</span> |
| <span class="sd"> in case of operation in progress.</span> |
| |
| <span class="sd"> * Google Cloud SQL</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">exception</span><span class="p">,</span> <span class="n">HttpError</span><span class="p">):</span> |
| <span class="k">return</span> <span class="n">exception</span><span class="o">.</span><span class="n">resp</span><span class="o">.</span><span class="n">status</span> <span class="o">==</span> <span class="mi">429</span> <span class="ow">or</span> <span class="n">exception</span><span class="o">.</span><span class="n">resp</span><span class="o">.</span><span class="n">status</span> <span class="o">==</span> <span class="mi">409</span> |
| <span class="k">return</span> <span class="kc">False</span></div> |
| |
| |
| <div class="viewcode-block" id="retry_if_temporary_quota"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.retry_if_temporary_quota">[docs]</a><span class="k">class</span> <span class="nc">retry_if_temporary_quota</span><span class="p">(</span><span class="n">tenacity</span><span class="o">.</span><span class="n">retry_if_exception</span><span class="p">):</span> <span class="c1"># pylint: disable=invalid-name</span> |
| <span class="sd">"""Retries if there was an exception for exceeding the temporary quote limit."""</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="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">is_soft_quota_exception</span><span class="p">)</span></div> |
| |
| |
| <div class="viewcode-block" id="retry_if_operation_in_progress"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.retry_if_operation_in_progress">[docs]</a><span class="k">class</span> <span class="nc">retry_if_operation_in_progress</span><span class="p">(</span><span class="n">tenacity</span><span class="o">.</span><span class="n">retry_if_exception</span><span class="p">):</span> <span class="c1"># pylint: disable=invalid-name</span> |
| <span class="sd">"""Retries if there was an exception for exceeding the temporary quote limit."""</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="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">is_operation_in_progress_exception</span><span class="p">)</span></div> |
| |
| |
| <div class="viewcode-block" id="T"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.T">[docs]</a><span class="n">T</span> <span class="o">=</span> <span class="n">TypeVar</span><span class="p">(</span><span class="s2">"T"</span><span class="p">,</span> <span class="n">bound</span><span class="o">=</span><span class="n">Callable</span><span class="p">)</span> <span class="c1"># pylint: disable=invalid-name</span></div> |
| <div class="viewcode-block" id="RT"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.RT">[docs]</a><span class="n">RT</span> <span class="o">=</span> <span class="n">TypeVar</span><span class="p">(</span><span class="s1">'RT'</span><span class="p">)</span> <span class="c1"># pylint: disable=invalid-name</span></div> |
| |
| |
| <div class="viewcode-block" id="GoogleBaseHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook">[docs]</a><span class="k">class</span> <span class="nc">GoogleBaseHook</span><span class="p">(</span><span class="n">BaseHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> A base hook for Google cloud-related hooks. Google cloud has a shared REST</span> |
| <span class="sd"> API client that is built in the same way no matter which service you use.</span> |
| <span class="sd"> This class helps construct and authorize the credentials needed to then</span> |
| <span class="sd"> call googleapiclient.discovery.build() to actually discover and build a client</span> |
| <span class="sd"> for a Google cloud service.</span> |
| |
| <span class="sd"> The class also contains some miscellaneous helper functions.</span> |
| |
| <span class="sd"> All hook derived from this base hook use the 'Google Cloud' connection</span> |
| <span class="sd"> type. Three ways of authentication are supported:</span> |
| |
| <span class="sd"> Default credentials: Only the 'Project Id' is required. You'll need to</span> |
| <span class="sd"> have set up default credentials, such as by the</span> |
| <span class="sd"> ``GOOGLE_APPLICATION_DEFAULT`` environment variable or from the metadata</span> |
| <span class="sd"> server on Google Compute Engine.</span> |
| |
| <span class="sd"> JSON key file: Specify 'Project Id', 'Keyfile Path' and 'Scope'.</span> |
| |
| <span class="sd"> Legacy P12 key files are not supported.</span> |
| |
| <span class="sd"> JSON data provided in the UI: Specify 'Keyfile JSON'.</span> |
| |
| <span class="sd"> :param gcp_conn_id: The connection ID to use when fetching connection info.</span> |
| <span class="sd"> :type gcp_conn_id: str</span> |
| <span class="sd"> :param delegate_to: The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :type delegate_to: str</span> |
| <span class="sd"> :param impersonation_chain: Optional service account to impersonate using short-term</span> |
| <span class="sd"> credentials, or chained list of accounts required to get the access_token</span> |
| <span class="sd"> of the last account in the list, which will be impersonated in the request.</span> |
| <span class="sd"> If set as a string, the account must grant the originating account</span> |
| <span class="sd"> the Service Account Token Creator IAM role.</span> |
| <span class="sd"> If set as a sequence, the identities from the list must grant</span> |
| <span class="sd"> Service Account Token Creator IAM role to the directly preceding identity, with first</span> |
| <span class="sd"> account from the list granting this role to the originating account.</span> |
| <span class="sd"> :type impersonation_chain: Union[str, Sequence[str]]</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="GoogleBaseHook.conn_name_attr"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.conn_name_attr">[docs]</a> <span class="n">conn_name_attr</span> <span class="o">=</span> <span class="s1">'gcp_conn_id'</span></div> |
| <div class="viewcode-block" id="GoogleBaseHook.default_conn_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.default_conn_name">[docs]</a> <span class="n">default_conn_name</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span></div> |
| <div class="viewcode-block" id="GoogleBaseHook.conn_type"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.conn_type">[docs]</a> <span class="n">conn_type</span> <span class="o">=</span> <span class="s1">'google_cloud_platform'</span></div> |
| <div class="viewcode-block" id="GoogleBaseHook.hook_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.hook_name">[docs]</a> <span class="n">hook_name</span> <span class="o">=</span> <span class="s1">'Google Cloud'</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.get_connection_form_widgets"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.get_connection_form_widgets">[docs]</a> <span class="k">def</span> <span class="nf">get_connection_form_widgets</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">"""Returns connection widgets to add to connection form"""</span> |
| <span class="kn">from</span> <span class="nn">flask_appbuilder.fieldwidgets</span> <span class="kn">import</span> <span class="n">BS3PasswordFieldWidget</span><span class="p">,</span> <span class="n">BS3TextFieldWidget</span> |
| <span class="kn">from</span> <span class="nn">flask_babel</span> <span class="kn">import</span> <span class="n">lazy_gettext</span> |
| <span class="kn">from</span> <span class="nn">wtforms</span> <span class="kn">import</span> <span class="n">IntegerField</span><span class="p">,</span> <span class="n">PasswordField</span><span class="p">,</span> <span class="n">StringField</span> |
| <span class="kn">from</span> <span class="nn">wtforms.validators</span> <span class="kn">import</span> <span class="n">NumberRange</span> |
| |
| <span class="k">return</span> <span class="p">{</span> |
| <span class="s2">"extra__google_cloud_platform__project"</span><span class="p">:</span> <span class="n">StringField</span><span class="p">(</span> |
| <span class="n">lazy_gettext</span><span class="p">(</span><span class="s1">'Project Id'</span><span class="p">),</span> <span class="n">widget</span><span class="o">=</span><span class="n">BS3TextFieldWidget</span><span class="p">()</span> |
| <span class="p">),</span> |
| <span class="s2">"extra__google_cloud_platform__key_path"</span><span class="p">:</span> <span class="n">StringField</span><span class="p">(</span> |
| <span class="n">lazy_gettext</span><span class="p">(</span><span class="s1">'Keyfile Path'</span><span class="p">),</span> <span class="n">widget</span><span class="o">=</span><span class="n">BS3TextFieldWidget</span><span class="p">()</span> |
| <span class="p">),</span> |
| <span class="s2">"extra__google_cloud_platform__keyfile_dict"</span><span class="p">:</span> <span class="n">PasswordField</span><span class="p">(</span> |
| <span class="n">lazy_gettext</span><span class="p">(</span><span class="s1">'Keyfile JSON'</span><span class="p">),</span> <span class="n">widget</span><span class="o">=</span><span class="n">BS3PasswordFieldWidget</span><span class="p">()</span> |
| <span class="p">),</span> |
| <span class="s2">"extra__google_cloud_platform__scope"</span><span class="p">:</span> <span class="n">StringField</span><span class="p">(</span> |
| <span class="n">lazy_gettext</span><span class="p">(</span><span class="s1">'Scopes (comma separated)'</span><span class="p">),</span> <span class="n">widget</span><span class="o">=</span><span class="n">BS3TextFieldWidget</span><span class="p">()</span> |
| <span class="p">),</span> |
| <span class="s2">"extra__google_cloud_platform__num_retries"</span><span class="p">:</span> <span class="n">IntegerField</span><span class="p">(</span> |
| <span class="n">lazy_gettext</span><span class="p">(</span><span class="s1">'Number of Retries'</span><span class="p">),</span> |
| <span class="n">validators</span><span class="o">=</span><span class="p">[</span><span class="n">NumberRange</span><span class="p">(</span><span class="nb">min</span><span class="o">=</span><span class="mi">0</span><span class="p">)],</span> |
| <span class="n">widget</span><span class="o">=</span><span class="n">BS3TextFieldWidget</span><span class="p">(),</span> |
| <span class="n">default</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span></div> |
| <span class="p">),</span> |
| <span class="p">}</span> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.get_ui_field_behaviour"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.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="sd">"""Returns custom field behaviour"""</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="s1">'host'</span><span class="p">,</span> <span class="s1">'schema'</span><span class="p">,</span> <span class="s1">'login'</span><span class="p">,</span> <span class="s1">'password'</span><span class="p">,</span> <span class="s1">'port'</span><span class="p">,</span> <span class="s1">'extra'</span><span class="p">],</span> |
| <span class="s2">"relabeling"</span><span class="p">:</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">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</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">impersonation_chain</span><span class="p">:</span> <span class="n">Optional</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">Sequence</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="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="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span> <span class="o">=</span> <span class="n">impersonation_chain</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">extras</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">gcp_conn_id</span><span class="p">)</span><span class="o">.</span><span class="n">extra_dejson</span> <span class="c1"># type: Dict</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_cached_credentials</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">google</span><span class="o">.</span><span class="n">auth</span><span class="o">.</span><span class="n">credentials</span><span class="o">.</span><span class="n">Credentials</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_cached_project_id</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> |
| |
| <div class="viewcode-block" id="GoogleBaseHook._get_credentials_and_project_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._get_credentials_and_project_id">[docs]</a> <span class="k">def</span> <span class="nf">_get_credentials_and_project_id</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="n">google</span><span class="o">.</span><span class="n">auth</span><span class="o">.</span><span class="n">credentials</span><span class="o">.</span><span class="n">Credentials</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="sd">"""Returns the Credentials object for Google API and the associated project_id"""</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cached_credentials</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cached_credentials</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cached_project_id</span> |
| |
| <span class="n">key_path</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="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span><span class="s1">'key_path'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">keyfile_dict</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="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span><span class="s1">'keyfile_dict'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> |
| <span class="n">keyfile_dict_json</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="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">keyfile_dict</span><span class="p">:</span> |
| <span class="n">keyfile_dict_json</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">keyfile_dict</span><span class="p">)</span> |
| <span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">decoder</span><span class="o">.</span><span class="n">JSONDecodeError</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'Invalid key JSON.'</span><span class="p">)</span> |
| |
| <span class="n">target_principal</span><span class="p">,</span> <span class="n">delegates</span> <span class="o">=</span> <span class="n">_get_target_principal_and_delegates</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">)</span> |
| |
| <span class="n">credentials</span><span class="p">,</span> <span class="n">project_id</span> <span class="o">=</span> <span class="n">get_credentials_and_project_id</span><span class="p">(</span> |
| <span class="n">key_path</span><span class="o">=</span><span class="n">key_path</span><span class="p">,</span> |
| <span class="n">keyfile_dict</span><span class="o">=</span><span class="n">keyfile_dict_json</span><span class="p">,</span> |
| <span class="n">scopes</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">scopes</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">target_principal</span><span class="o">=</span><span class="n">target_principal</span><span class="p">,</span> |
| <span class="n">delegates</span><span class="o">=</span><span class="n">delegates</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">overridden_project_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span><span class="s1">'project'</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">overridden_project_id</span><span class="p">:</span> |
| <span class="n">project_id</span> <span class="o">=</span> <span class="n">overridden_project_id</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">_cached_credentials</span> <span class="o">=</span> <span class="n">credentials</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_cached_project_id</span> <span class="o">=</span> <span class="n">project_id</span> |
| |
| <span class="k">return</span> <span class="n">credentials</span><span class="p">,</span> <span class="n">project_id</span></div> |
| |
| <div class="viewcode-block" id="GoogleBaseHook._get_credentials"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._get_credentials">[docs]</a> <span class="k">def</span> <span class="nf">_get_credentials</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">google</span><span class="o">.</span><span class="n">auth</span><span class="o">.</span><span class="n">credentials</span><span class="o">.</span><span class="n">Credentials</span><span class="p">:</span> |
| <span class="sd">"""Returns the Credentials object for Google API"""</span> |
| <span class="n">credentials</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials_and_project_id</span><span class="p">()</span> |
| <span class="k">return</span> <span class="n">credentials</span></div> |
| |
| <div class="viewcode-block" id="GoogleBaseHook._get_access_token"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._get_access_token">[docs]</a> <span class="k">def</span> <span class="nf">_get_access_token</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="sd">"""Returns a valid access token from Google API Credentials"""</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">()</span><span class="o">.</span><span class="n">token</span></div> |
| |
| <span class="nd">@functools</span><span class="o">.</span><span class="n">lru_cache</span><span class="p">(</span><span class="n">maxsize</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span> |
| <div class="viewcode-block" id="GoogleBaseHook._get_credentials_email"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._get_credentials_email">[docs]</a> <span class="k">def</span> <span class="nf">_get_credentials_email</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Returns the email address associated with the currently logged in account</span> |
| |
| <span class="sd"> If a service account is used, it returns the service account.</span> |
| <span class="sd"> If user authentication (e.g. gcloud auth) is used, it returns the e-mail account of that user.</span> |
| <span class="sd"> """</span> |
| <span class="n">credentials</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">()</span> |
| <span class="n">service_account_email</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">credentials</span><span class="p">,</span> <span class="s1">'service_account_email'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">service_account_email</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">service_account_email</span> |
| |
| <span class="n">http_authorized</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_authorize</span><span class="p">()</span> |
| <span class="n">oauth2_client</span> <span class="o">=</span> <span class="n">discovery</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s1">'oauth2'</span><span class="p">,</span> <span class="s2">"v1"</span><span class="p">,</span> <span class="n">http</span><span class="o">=</span><span class="n">http_authorized</span><span class="p">,</span> <span class="n">cache_discovery</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">oauth2_client</span><span class="o">.</span><span class="n">tokeninfo</span><span class="p">()</span><span class="o">.</span><span class="n">execute</span><span class="p">()[</span><span class="s1">'email'</span><span class="p">]</span> <span class="c1"># pylint: disable=no-member</span></div> |
| |
| <div class="viewcode-block" id="GoogleBaseHook._authorize"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._authorize">[docs]</a> <span class="k">def</span> <span class="nf">_authorize</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">google_auth_httplib2</span><span class="o">.</span><span class="n">AuthorizedHttp</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Returns an authorized HTTP object to be used to build a Google cloud</span> |
| <span class="sd"> service hook connection.</span> |
| <span class="sd"> """</span> |
| <span class="n">credentials</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials</span><span class="p">()</span> |
| <span class="n">http</span> <span class="o">=</span> <span class="n">build_http</span><span class="p">()</span> |
| <span class="n">http</span> <span class="o">=</span> <span class="n">set_user_agent</span><span class="p">(</span><span class="n">http</span><span class="p">,</span> <span class="s2">"airflow/"</span> <span class="o">+</span> <span class="n">version</span><span class="o">.</span><span class="n">version</span><span class="p">)</span> |
| <span class="n">authed_http</span> <span class="o">=</span> <span class="n">google_auth_httplib2</span><span class="o">.</span><span class="n">AuthorizedHttp</span><span class="p">(</span><span class="n">credentials</span><span class="p">,</span> <span class="n">http</span><span class="o">=</span><span class="n">http</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">authed_http</span></div> |
| |
| <div class="viewcode-block" id="GoogleBaseHook._get_field"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook._get_field">[docs]</a> <span class="k">def</span> <span class="nf">_get_field</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">f</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">default</span><span class="p">:</span> <span class="n">Any</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Fetches a field from extras, and returns it. This is some Airflow</span> |
| <span class="sd"> magic. The google_cloud_platform hook type adds custom UI elements</span> |
| <span class="sd"> to the hook page, which allow admins to specify service_account,</span> |
| <span class="sd"> key_path, etc. They get formatted as shown below.</span> |
| <span class="sd"> """</span> |
| <span class="n">long_f</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'extra__google_cloud_platform__</span><span class="si">{</span><span class="n">f</span><span class="si">}</span><span class="s1">'</span> |
| <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s1">'extras'</span><span class="p">)</span> <span class="ow">and</span> <span class="n">long_f</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">extras</span><span class="p">:</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">extras</span><span class="p">[</span><span class="n">long_f</span><span class="p">]</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">default</span></div> |
| |
| <span class="nd">@property</span> |
| <div class="viewcode-block" id="GoogleBaseHook.project_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.project_id">[docs]</a> <span class="k">def</span> <span class="nf">project_id</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Returns project id.</span> |
| |
| <span class="sd"> :return: id of the project</span> |
| <span class="sd"> :rtype: str</span> |
| <span class="sd"> """</span> |
| <span class="n">_</span><span class="p">,</span> <span class="n">project_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_credentials_and_project_id</span><span class="p">()</span> |
| <span class="k">return</span> <span class="n">project_id</span></div> |
| |
| <span class="nd">@property</span> |
| <div class="viewcode-block" id="GoogleBaseHook.num_retries"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.num_retries">[docs]</a> <span class="k">def</span> <span class="nf">num_retries</span><span class="p">(</span><span class="bp">self</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"> Returns num_retries from Connection.</span> |
| |
| <span class="sd"> :return: the number of times each API request should be retried</span> |
| <span class="sd"> :rtype: int</span> |
| <span class="sd"> """</span> |
| <span class="n">field_value</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span><span class="s1">'num_retries'</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">field_value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">return</span> <span class="mi">5</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">field_value</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="ow">and</span> <span class="n">field_value</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span> <span class="o">==</span> <span class="s1">''</span><span class="p">:</span> |
| <span class="k">return</span> <span class="mi">5</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">field_value</span><span class="p">)</span> |
| <span class="k">except</span> <span class="ne">ValueError</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"The num_retries field should be a integer. "</span></div> |
| <span class="sa">f</span><span class="s2">"Current value: </span><span class="se">\"</span><span class="si">{</span><span class="n">field_value</span><span class="si">}</span><span class="se">\"</span><span class="s2"> (type: </span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="n">field_value</span><span class="p">)</span><span class="si">}</span><span class="s2">). "</span> |
| <span class="sa">f</span><span class="s2">"Please check the connection configuration."</span> |
| <span class="p">)</span> |
| |
| <span class="nd">@property</span> |
| <div class="viewcode-block" id="GoogleBaseHook.client_info"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.client_info">[docs]</a> <span class="k">def</span> <span class="nf">client_info</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">ClientInfo</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Return client information used to generate a user-agent for API calls.</span> |
| |
| <span class="sd"> It allows for better errors tracking.</span> |
| |
| <span class="sd"> This object is only used by the google-cloud-* libraries that are built specifically for</span> |
| <span class="sd"> the Google Cloud. It is not supported by The Google APIs Python Client that use Discovery</span> |
| <span class="sd"> based APIs.</span> |
| <span class="sd"> """</span> |
| <span class="n">client_info</span> <span class="o">=</span> <span class="n">ClientInfo</span><span class="p">(</span><span class="n">client_library_version</span><span class="o">=</span><span class="s1">'airflow_v'</span> <span class="o">+</span> <span class="n">version</span><span class="o">.</span><span class="n">version</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">client_info</span></div> |
| |
| <span class="nd">@property</span> |
| <div class="viewcode-block" id="GoogleBaseHook.scopes"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.scopes">[docs]</a> <span class="k">def</span> <span class="nf">scopes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Return OAuth 2.0 scopes.</span> |
| |
| <span class="sd"> :return: Returns the scope defined in the connection configuration, or the default scope</span> |
| <span class="sd"> :rtype: Sequence[str]</span> |
| <span class="sd"> """</span> |
| <span class="n">scope_value</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span><span class="s1">'scope'</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> <span class="c1"># type: Optional[str]</span> |
| |
| <span class="k">return</span> <span class="n">_get_scopes</span><span class="p">(</span><span class="n">scope_value</span><span class="p">)</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.quota_retry"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.quota_retry">[docs]</a> <span class="k">def</span> <span class="nf">quota_retry</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="sd">"""</span> |
| <span class="sd"> A decorator that provides a mechanism to repeat requests in response to exceeding a temporary quote</span> |
| <span class="sd"> limit.</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="nf">decorator</span><span class="p">(</span><span class="n">fun</span><span class="p">:</span> <span class="n">Callable</span><span class="p">):</span> |
| <span class="n">default_kwargs</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s1">'wait'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">wait_exponential</span><span class="p">(</span><span class="n">multiplier</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mi">100</span><span class="p">),</span> |
| <span class="s1">'retry'</span><span class="p">:</span> <span class="n">retry_if_temporary_quota</span><span class="p">(),</span> |
| <span class="s1">'before'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">before_log</span><span class="p">(</span><span class="n">log</span><span class="p">,</span> <span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">),</span> |
| <span class="s1">'after'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">after_log</span><span class="p">(</span><span class="n">log</span><span class="p">,</span> <span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">),</span> |
| <span class="p">}</span> |
| <span class="n">default_kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">retry</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">default_kwargs</span><span class="p">)(</span><span class="n">fun</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">decorator</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.operation_in_progress_retry"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.operation_in_progress_retry">[docs]</a> <span class="k">def</span> <span class="nf">operation_in_progress_retry</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">T</span><span class="p">],</span> <span class="n">T</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> A decorator that provides a mechanism to repeat requests in response to</span> |
| <span class="sd"> operation in progress (HTTP 409)</span> |
| <span class="sd"> limit.</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="nf">decorator</span><span class="p">(</span><span class="n">fun</span><span class="p">:</span> <span class="n">T</span><span class="p">):</span> |
| <span class="n">default_kwargs</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s1">'wait'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">wait_exponential</span><span class="p">(</span><span class="n">multiplier</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mi">300</span><span class="p">),</span> |
| <span class="s1">'retry'</span><span class="p">:</span> <span class="n">retry_if_operation_in_progress</span><span class="p">(),</span> |
| <span class="s1">'before'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">before_log</span><span class="p">(</span><span class="n">log</span><span class="p">,</span> <span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">),</span> |
| <span class="s1">'after'</span><span class="p">:</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">after_log</span><span class="p">(</span><span class="n">log</span><span class="p">,</span> <span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">),</span> |
| <span class="p">}</span> |
| <span class="n">default_kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">cast</span><span class="p">(</span><span class="n">T</span><span class="p">,</span> <span class="n">tenacity</span><span class="o">.</span><span class="n">retry</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">default_kwargs</span><span class="p">)(</span><span class="n">fun</span><span class="p">))</span> |
| |
| <span class="k">return</span> <span class="n">decorator</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.fallback_to_default_project_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.fallback_to_default_project_id">[docs]</a> <span class="k">def</span> <span class="nf">fallback_to_default_project_id</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="p">,</span> <span class="n">RT</span><span class="p">])</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">[</span><span class="o">...</span><span class="p">,</span> <span class="n">RT</span><span class="p">]:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Decorator that provides fallback for Google Cloud project id. If</span> |
| <span class="sd"> the project is None it will be replaced with the project_id from the</span> |
| <span class="sd"> service account the Hook is authenticated with. Project id can be specified</span> |
| <span class="sd"> either via project_id kwarg or via first parameter in positional args.</span> |
| |
| <span class="sd"> :param func: function to wrap</span> |
| <span class="sd"> :return: result of the function call</span> |
| <span class="sd"> """</span> |
| |
| <span class="nd">@functools</span><span class="o">.</span><span class="n">wraps</span><span class="p">(</span><span class="n">func</span><span class="p">)</span> |
| <span class="k">def</span> <span class="nf">inner_wrapper</span><span class="p">(</span><span class="bp">self</span><span class="p">:</span> <span class="n">GoogleBaseHook</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">RT</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">args</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="s2">"You must use keyword arguments in this methods rather than positional"</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="s1">'project_id'</span> <span class="ow">in</span> <span class="n">kwargs</span><span class="p">:</span> |
| <span class="n">kwargs</span><span class="p">[</span><span class="s1">'project_id'</span><span class="p">]</span> <span class="o">=</span> <span class="n">kwargs</span><span class="p">[</span><span class="s1">'project_id'</span><span class="p">]</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">kwargs</span><span class="p">[</span><span class="s1">'project_id'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">kwargs</span><span class="p">[</span><span class="s1">'project_id'</span><span class="p">]:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="s2">"The project id must be passed either as "</span> |
| <span class="s2">"keyword project_id parameter or as project_id extra "</span> |
| <span class="s2">"in Google Cloud connection definition. Both are not set!"</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">func</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="k">return</span> <span class="n">inner_wrapper</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.provide_gcp_credential_file"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.provide_gcp_credential_file">[docs]</a> <span class="k">def</span> <span class="nf">provide_gcp_credential_file</span><span class="p">(</span><span class="n">func</span><span class="p">:</span> <span class="n">T</span><span class="p">)</span> <span class="o">-></span> <span class="n">T</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Function decorator that provides a Google Cloud credentials for application supporting Application</span> |
| <span class="sd"> Default Credentials (ADC) strategy.</span> |
| |
| <span class="sd"> It is recommended to use ``provide_gcp_credential_file_as_context`` context manager to limit the</span> |
| <span class="sd"> scope when authorization data is available. Using context manager also</span> |
| <span class="sd"> makes it easier to use multiple connection in one function.</span> |
| <span class="sd"> """</span> |
| |
| <span class="nd">@functools</span><span class="o">.</span><span class="n">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="bp">self</span><span class="p">:</span> <span class="n">GoogleBaseHook</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="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">provide_gcp_credential_file_as_context</span><span class="p">():</span> |
| <span class="k">return</span> <span class="n">func</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="k">return</span> <span class="n">cast</span><span class="p">(</span><span class="n">T</span><span class="p">,</span> <span class="n">wrapper</span><span class="p">)</span></div> |
| |
| <span class="nd">@contextmanager</span> |
| <div class="viewcode-block" id="GoogleBaseHook.provide_gcp_credential_file_as_context"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.provide_gcp_credential_file_as_context">[docs]</a> <span class="k">def</span> <span class="nf">provide_gcp_credential_file_as_context</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Context manager that provides a Google Cloud credentials for application supporting `Application</span> |
| <span class="sd"> Default Credentials (ADC) strategy <https://cloud.google.com/docs/authentication/production>`__.</span> |
| |
| <span class="sd"> It can be used to provide credentials for external programs (e.g. gcloud) that expect authorization</span> |
| <span class="sd"> file in ``GOOGLE_APPLICATION_CREDENTIALS`` environment variable.</span> |
| <span class="sd"> """</span> |
| <span class="n">key_path</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span> |
| <span class="s1">'key_path'</span><span class="p">,</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="c1"># type: Optional[str] # noqa: E501 # pylint: disable=protected-access</span> |
| <span class="n">keyfile_dict</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field</span><span class="p">(</span> |
| <span class="s1">'keyfile_dict'</span><span class="p">,</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="c1"># type: Optional[Dict] # noqa: E501 # pylint: disable=protected-access</span> |
| <span class="k">if</span> <span class="n">key_path</span> <span class="ow">and</span> <span class="n">keyfile_dict</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="s2">"The `keyfile_dict` and `key_path` fields are mutually exclusive. "</span> |
| <span class="s2">"Please provide only one value."</span> |
| <span class="p">)</span> |
| <span class="k">elif</span> <span class="n">key_path</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">key_path</span><span class="o">.</span><span class="n">endswith</span><span class="p">(</span><span class="s1">'.p12'</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'Legacy P12 key file are not supported, use a JSON key file.'</span><span class="p">)</span> |
| <span class="k">with</span> <span class="n">patch_environ</span><span class="p">({</span><span class="n">CREDENTIALS</span><span class="p">:</span> <span class="n">key_path</span><span class="p">}):</span> |
| <span class="k">yield</span> <span class="n">key_path</span> |
| <span class="k">elif</span> <span class="n">keyfile_dict</span><span class="p">:</span> |
| <span class="k">with</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">NamedTemporaryFile</span><span class="p">(</span><span class="n">mode</span><span class="o">=</span><span class="s1">'w+t'</span><span class="p">)</span> <span class="k">as</span> <span class="n">conf_file</span><span class="p">:</span> |
| <span class="n">conf_file</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">keyfile_dict</span><span class="p">)</span> |
| <span class="n">conf_file</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span> |
| <span class="k">with</span> <span class="n">patch_environ</span><span class="p">({</span><span class="n">CREDENTIALS</span><span class="p">:</span> <span class="n">conf_file</span><span class="o">.</span><span class="n">name</span><span class="p">}):</span> |
| <span class="k">yield</span> <span class="n">conf_file</span><span class="o">.</span><span class="n">name</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="c1"># We will use the default service account credentials.</span> |
| <span class="k">yield</span> <span class="kc">None</span></div> |
| |
| <span class="nd">@contextmanager</span> |
| <div class="viewcode-block" id="GoogleBaseHook.provide_authorized_gcloud"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.provide_authorized_gcloud">[docs]</a> <span class="k">def</span> <span class="nf">provide_authorized_gcloud</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Provides a separate gcloud configuration with current credentials.</span> |
| |
| <span class="sd"> The gcloud tool allows you to login to Google Cloud only - ``gcloud auth login`` and</span> |
| <span class="sd"> for the needs of Application Default Credentials ``gcloud auth application-default login``.</span> |
| <span class="sd"> In our case, we want all commands to use only the credentials from ADCm so</span> |
| <span class="sd"> we need to configure the credentials in gcloud manually.</span> |
| <span class="sd"> """</span> |
| <span class="n">credentials_path</span> <span class="o">=</span> <span class="n">_cloud_sdk</span><span class="o">.</span><span class="n">get_application_default_credentials_path</span><span class="p">()</span> |
| <span class="n">project_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_id</span> |
| |
| <span class="k">with</span> <span class="n">ExitStack</span><span class="p">()</span> <span class="k">as</span> <span class="n">exit_stack</span><span class="p">:</span> |
| <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">provide_gcp_credential_file_as_context</span><span class="p">())</span> |
| <span class="n">gcloud_config_tmp</span> <span class="o">=</span> <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span><span class="n">tempfile</span><span class="o">.</span><span class="n">TemporaryDirectory</span><span class="p">())</span> |
| <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span><span class="n">patch_environ</span><span class="p">({</span><span class="n">CLOUD_SDK_CONFIG_DIR</span><span class="p">:</span> <span class="n">gcloud_config_tmp</span><span class="p">}))</span> |
| |
| <span class="k">if</span> <span class="n">project_id</span><span class="p">:</span> |
| <span class="c1"># Don't display stdout/stderr for security reason</span> |
| <span class="n">check_output</span><span class="p">([</span><span class="s2">"gcloud"</span><span class="p">,</span> <span class="s2">"config"</span><span class="p">,</span> <span class="s2">"set"</span><span class="p">,</span> <span class="s2">"core/project"</span><span class="p">,</span> <span class="n">project_id</span><span class="p">])</span> |
| <span class="k">if</span> <span class="n">CREDENTIALS</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">:</span> |
| <span class="c1"># This solves most cases when we are logged in using the service key in Airflow.</span> |
| <span class="c1"># Don't display stdout/stderr for security reason</span> |
| <span class="n">check_output</span><span class="p">(</span> |
| <span class="p">[</span> |
| <span class="s2">"gcloud"</span><span class="p">,</span> |
| <span class="s2">"auth"</span><span class="p">,</span> |
| <span class="s2">"activate-service-account"</span><span class="p">,</span> |
| <span class="sa">f</span><span class="s2">"--key-file=</span><span class="si">{</span><span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="n">CREDENTIALS</span><span class="p">]</span><span class="si">}</span><span class="s2">"</span><span class="p">,</span> |
| <span class="p">]</span> |
| <span class="p">)</span> |
| <span class="k">elif</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">credentials_path</span><span class="p">):</span> |
| <span class="c1"># If we are logged in by `gcloud auth application-default` then we need to log in manually.</span> |
| <span class="c1"># This will make the `gcloud auth application-default` and `gcloud auth` credentials equals.</span> |
| <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">credentials_path</span><span class="p">)</span> <span class="k">as</span> <span class="n">creds_file</span><span class="p">:</span> |
| <span class="n">creds_content</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">creds_file</span><span class="o">.</span><span class="n">read</span><span class="p">())</span> |
| <span class="c1"># Don't display stdout/stderr for security reason</span> |
| <span class="n">check_output</span><span class="p">([</span><span class="s2">"gcloud"</span><span class="p">,</span> <span class="s2">"config"</span><span class="p">,</span> <span class="s2">"set"</span><span class="p">,</span> <span class="s2">"auth/client_id"</span><span class="p">,</span> <span class="n">creds_content</span><span class="p">[</span><span class="s2">"client_id"</span><span class="p">]])</span> |
| <span class="c1"># Don't display stdout/stderr for security reason</span> |
| <span class="n">check_output</span><span class="p">(</span> |
| <span class="p">[</span><span class="s2">"gcloud"</span><span class="p">,</span> <span class="s2">"config"</span><span class="p">,</span> <span class="s2">"set"</span><span class="p">,</span> <span class="s2">"auth/client_secret"</span><span class="p">,</span> <span class="n">creds_content</span><span class="p">[</span><span class="s2">"client_secret"</span><span class="p">]]</span> |
| <span class="p">)</span> |
| <span class="c1"># Don't display stdout/stderr for security reason</span> |
| <span class="n">check_output</span><span class="p">(</span> |
| <span class="p">[</span> |
| <span class="s2">"gcloud"</span><span class="p">,</span> |
| <span class="s2">"auth"</span><span class="p">,</span> |
| <span class="s2">"activate-refresh-token"</span><span class="p">,</span> |
| <span class="n">creds_content</span><span class="p">[</span><span class="s2">"client_id"</span><span class="p">],</span> |
| <span class="n">creds_content</span><span class="p">[</span><span class="s2">"refresh_token"</span><span class="p">],</span> |
| <span class="p">]</span> |
| <span class="p">)</span> |
| <span class="k">yield</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GoogleBaseHook.download_content_from_request"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook.download_content_from_request">[docs]</a> <span class="k">def</span> <span class="nf">download_content_from_request</span><span class="p">(</span><span class="n">file_handle</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">chunk_size</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="sd">"""</span> |
| <span class="sd"> Download media resources.</span> |
| <span class="sd"> Note that the Python file object is compatible with io.Base and can be used with this class also.</span> |
| |
| <span class="sd"> :param file_handle: io.Base or file object. The stream in which to write the downloaded</span> |
| <span class="sd"> bytes.</span> |
| <span class="sd"> :type file_handle: io.Base or file object</span> |
| <span class="sd"> :param request: googleapiclient.http.HttpRequest, the media request to perform in chunks.</span> |
| <span class="sd"> :type request: Dict</span> |
| <span class="sd"> :param chunk_size: int, File will be downloaded in chunks of this many bytes.</span> |
| <span class="sd"> :type chunk_size: int</span> |
| <span class="sd"> """</span> |
| <span class="n">downloader</span> <span class="o">=</span> <span class="n">MediaIoBaseDownload</span><span class="p">(</span><span class="n">file_handle</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">chunksize</span><span class="o">=</span><span class="n">chunk_size</span><span class="p">)</span> |
| <span class="n">done</span> <span class="o">=</span> <span class="kc">False</span> |
| <span class="k">while</span> <span class="n">done</span> <span class="ow">is</span> <span class="kc">False</span><span class="p">:</span> |
| <span class="n">_</span><span class="p">,</span> <span class="n">done</span> <span class="o">=</span> <span class="n">downloader</span><span class="o">.</span><span class="n">next_chunk</span><span class="p">()</span> |
| <span class="n">file_handle</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span></div></div> |
| </pre></div> |
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