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| <h1>Source code for airflow.providers.google.cloud.utils.field_validator</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">"""Validator for body fields sent via Google Cloud API.</span> |
| |
| <span class="sd">The validator performs validation of the body (being dictionary of fields) that</span> |
| <span class="sd">is sent in the API request to Google Cloud (via ``googleclient`` API usually).</span> |
| |
| <span class="sd">Context</span> |
| <span class="sd">-------</span> |
| <span class="sd">The specification mostly focuses on helping Airflow DAG developers in the development</span> |
| <span class="sd">phase. You can build your own Google Cloud operator (such as GcfDeployOperator for example) which</span> |
| <span class="sd">can have built-in validation specification for the particular API. It's super helpful</span> |
| <span class="sd">when developer plays with different fields and their values at the initial phase of</span> |
| <span class="sd">DAG development. Most of the Google Cloud APIs perform their own validation on the</span> |
| <span class="sd">server side, but most of the requests are asynchronous and you need to wait for result</span> |
| <span class="sd">of the operation. This takes precious times and slows</span> |
| <span class="sd">down iteration over the API. BodyFieldValidator is meant to be used on the client side</span> |
| <span class="sd">and it should therefore provide an instant feedback to the developer on misspelled or</span> |
| <span class="sd">wrong type of parameters.</span> |
| |
| <span class="sd">The validation should be performed in "execute()" method call in order to allow</span> |
| <span class="sd">template parameters to be expanded before validation is performed.</span> |
| |
| <span class="sd">Types of fields</span> |
| <span class="sd">---------------</span> |
| |
| <span class="sd">Specification is an array of dictionaries - each dictionary describes field, its type,</span> |
| <span class="sd">validation, optionality, api_version supported and nested fields (for unions and dicts).</span> |
| |
| <span class="sd">Typically (for clarity and in order to aid syntax highlighting) the array of</span> |
| <span class="sd">dicts should be defined as series of dict() executions. Fragment of example</span> |
| <span class="sd">specification might look as follows::</span> |
| |
| <span class="sd"> SPECIFICATION =[</span> |
| <span class="sd"> dict(name="an_union", type="union", optional=True, fields=[</span> |
| <span class="sd"> dict(name="variant_1", type="dict"),</span> |
| <span class="sd"> dict(name="variant_2", regexp=r'^.+$', api_version='v1beta2'),</span> |
| <span class="sd"> ),</span> |
| <span class="sd"> dict(name="an_union", type="dict", fields=[</span> |
| <span class="sd"> dict(name="field_1", type="dict"),</span> |
| <span class="sd"> dict(name="field_2", regexp=r'^.+$'),</span> |
| <span class="sd"> ),</span> |
| <span class="sd"> ...</span> |
| <span class="sd"> ]</span> |
| |
| |
| <span class="sd">Each field should have key = "name" indicating field name. The field can be of one of the</span> |
| <span class="sd">following types:</span> |
| |
| <span class="sd">* Dict fields: (key = "type", value="dict"):</span> |
| <span class="sd"> Field of this type should contain nested fields in form of an array of dicts.</span> |
| <span class="sd"> Each of the fields in the array is then expected (unless marked as optional)</span> |
| <span class="sd"> and validated recursively. If an extra field is present in the dictionary, warning is</span> |
| <span class="sd"> printed in log file (but the validation succeeds - see the Forward-compatibility notes)</span> |
| <span class="sd">* List fields: (key = "type", value="list"):</span> |
| <span class="sd"> Field of this type should be a list. Only the type correctness is validated.</span> |
| <span class="sd"> The contents of a list are not subject to validation.</span> |
| <span class="sd">* Union fields (key = "type", value="union"): field of this type should contain nested</span> |
| <span class="sd"> fields in form of an array of dicts. One of the fields (and only one) should be</span> |
| <span class="sd"> present (unless the union is marked as optional). If more than one union field is</span> |
| <span class="sd"> present, FieldValidationException is raised. If none of the union fields is</span> |
| <span class="sd"> present - warning is printed in the log (see below Forward-compatibility notes).</span> |
| <span class="sd">* Fields validated for non-emptiness: (key = "allow_empty") - this applies only to</span> |
| <span class="sd"> fields the value of which is a string, and it allows to check for non-emptiness of</span> |
| <span class="sd"> the field (allow_empty=False).</span> |
| <span class="sd">* Regexp-validated fields: (key = "regexp") - fields of this type are assumed to be</span> |
| <span class="sd"> strings and they are validated with the regexp specified. Remember that the regexps</span> |
| <span class="sd"> should ideally contain ^ at the beginning and $ at the end to make sure that</span> |
| <span class="sd"> the whole field content is validated. Typically such regexp</span> |
| <span class="sd"> validations should be used carefully and sparingly (see Forward-compatibility</span> |
| <span class="sd"> notes below).</span> |
| <span class="sd">* Custom-validated fields: (key = "custom_validation") - fields of this type are validated</span> |
| <span class="sd"> using method specified via custom_validation field. Any exception thrown in the custom</span> |
| <span class="sd"> validation will be turned into FieldValidationException and will cause validation to</span> |
| <span class="sd"> fail. Such custom validations might be used to check numeric fields (including</span> |
| <span class="sd"> ranges of values), booleans or any other types of fields.</span> |
| <span class="sd">* API version: (key="api_version") if API version is specified, then the field will only</span> |
| <span class="sd"> be validated when api_version used at field validator initialization matches exactly the</span> |
| <span class="sd"> version specified. If you want to declare fields that are available in several</span> |
| <span class="sd"> versions of the APIs, you should specify the field as many times as many API versions</span> |
| <span class="sd"> should be supported (each time with different API version).</span> |
| <span class="sd">* if none of the keys ("type", "regexp", "custom_validation" - the field is not validated</span> |
| |
| <span class="sd">You can see some of the field examples in EXAMPLE_VALIDATION_SPECIFICATION.</span> |
| |
| |
| <span class="sd">Forward-compatibility notes</span> |
| <span class="sd">---------------------------</span> |
| <span class="sd">Certain decisions are crucial to allow the client APIs to work also with future API</span> |
| <span class="sd">versions. Since body attached is passed to the API’s call, this is entirely</span> |
| <span class="sd">possible to pass-through any new fields in the body (for future API versions) -</span> |
| <span class="sd">albeit without validation on the client side - they can and will still be validated</span> |
| <span class="sd">on the server side usually.</span> |
| |
| <span class="sd">Here are the guidelines that you should follow to make validation forward-compatible:</span> |
| |
| <span class="sd">* most of the fields are not validated for their content. It's possible to use regexp</span> |
| <span class="sd"> in some specific cases that are guaranteed not to change in the future, but for most</span> |
| <span class="sd"> fields regexp validation should be r'^.+$' indicating check for non-emptiness</span> |
| <span class="sd">* api_version is not validated - user can pass any future version of the api here. The API</span> |
| <span class="sd"> version is only used to filter parameters that are marked as present in this api version</span> |
| <span class="sd"> any new (not present in the specification) fields in the body are allowed (not verified)</span> |
| <span class="sd"> For dictionaries, new fields can be added to dictionaries by future calls. However if an</span> |
| <span class="sd"> unknown field in dictionary is added, a warning is logged by the client (but validation</span> |
| <span class="sd"> remains successful). This is very nice feature to protect against typos in names.</span> |
| <span class="sd">* For unions, newly added union variants can be added by future calls and they will</span> |
| <span class="sd"> pass validation, however the content or presence of those fields will not be validated.</span> |
| <span class="sd"> This means that it’s possible to send a new non-validated union field together with an</span> |
| <span class="sd"> old validated field and this problem will not be detected by the client. In such case</span> |
| <span class="sd"> warning will be printed.</span> |
| <span class="sd">* When you add validator to an operator, you should also add ``validate_body`` parameter</span> |
| <span class="sd"> (default = True) to __init__ of such operators - when it is set to False,</span> |
| <span class="sd"> no validation should be performed. This is a safeguard for totally unpredicted and</span> |
| <span class="sd"> backwards-incompatible changes that might sometimes occur in the APIs.</span> |
| |
| <span class="sd">"""</span> |
| |
| <span class="kn">import</span> <span class="nn">re</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Sequence</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.utils.log.logging_mixin</span> <span class="kn">import</span> <span class="n">LoggingMixin</span> |
| |
| <div class="viewcode-block" id="COMPOSITE_FIELD_TYPES"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.COMPOSITE_FIELD_TYPES">[docs]</a><span class="n">COMPOSITE_FIELD_TYPES</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'union'</span><span class="p">,</span> <span class="s1">'dict'</span><span class="p">,</span> <span class="s1">'list'</span><span class="p">]</span></div> |
| |
| |
| <div class="viewcode-block" id="GcpFieldValidationException"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpFieldValidationException">[docs]</a><span class="k">class</span> <span class="nc">GcpFieldValidationException</span><span class="p">(</span><span class="n">AirflowException</span><span class="p">):</span></div> |
| <span class="sd">"""Thrown when validation finds dictionary field not valid according to specification."""</span> |
| |
| |
| <div class="viewcode-block" id="GcpValidationSpecificationException"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpValidationSpecificationException">[docs]</a><span class="k">class</span> <span class="nc">GcpValidationSpecificationException</span><span class="p">(</span><span class="n">AirflowException</span><span class="p">):</span></div> |
| <span class="sd">"""Thrown when validation specification is wrong.</span> |
| |
| <span class="sd"> This should only happen during development as ideally</span> |
| <span class="sd"> specification itself should not be invalid ;) .</span> |
| <span class="sd"> """</span> |
| |
| |
| <div class="viewcode-block" id="_int_greater_than_zero"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator._int_greater_than_zero">[docs]</a><span class="k">def</span> <span class="nf">_int_greater_than_zero</span><span class="p">(</span><span class="n">value</span><span class="p">):</span> |
| <span class="k">if</span> <span class="nb">int</span><span class="p">(</span><span class="n">value</span><span class="p">)</span> <span class="o"><=</span> <span class="mi">0</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span><span class="s2">"The available memory has to be greater than 0"</span><span class="p">)</span></div> |
| |
| |
| <div class="viewcode-block" id="EXAMPLE_VALIDATION_SPECIFICATION"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.EXAMPLE_VALIDATION_SPECIFICATION">[docs]</a><span class="n">EXAMPLE_VALIDATION_SPECIFICATION</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"name"</span><span class="p">,</span> <span class="n">allow_empty</span><span class="o">=</span><span class="kc">False</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"description"</span><span class="p">,</span> <span class="n">allow_empty</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">optional</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"availableMemoryMb"</span><span class="p">,</span> <span class="n">custom_validation</span><span class="o">=</span><span class="n">_int_greater_than_zero</span><span class="p">,</span> <span class="n">optional</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"labels"</span><span class="p">,</span> <span class="n">optional</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="s2">"dict"</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="s2">"an_union"</span><span class="p">,</span> |
| <span class="nb">type</span><span class="o">=</span><span class="s2">"union"</span><span class="p">,</span> |
| <span class="n">fields</span><span class="o">=</span><span class="p">[</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"variant_1"</span><span class="p">,</span> <span class="n">regexp</span><span class="o">=</span><span class="sa">r</span><span class="s1">'^.+$'</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"variant_2"</span><span class="p">,</span> <span class="n">regexp</span><span class="o">=</span><span class="sa">r</span><span class="s1">'^.+$'</span><span class="p">,</span> <span class="n">api_version</span><span class="o">=</span><span class="s1">'v1beta2'</span><span class="p">),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"variant_3"</span><span class="p">,</span> <span class="nb">type</span><span class="o">=</span><span class="s2">"dict"</span><span class="p">,</span> <span class="n">fields</span><span class="o">=</span><span class="p">[</span><span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"url"</span><span class="p">,</span> <span class="n">regexp</span><span class="o">=</span><span class="sa">r</span><span class="s1">'^.+$'</span><span class="p">)]),</span> |
| <span class="nb">dict</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">"variant_4"</span><span class="p">),</span></div> |
| <span class="p">],</span> |
| <span class="p">),</span> |
| <span class="p">]</span> |
| |
| |
| <div class="viewcode-block" id="GcpBodyFieldValidator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator">[docs]</a><span class="k">class</span> <span class="nc">GcpBodyFieldValidator</span><span class="p">(</span><span class="n">LoggingMixin</span><span class="p">):</span> |
| <span class="sd">"""Validates correctness of request body according to specification.</span> |
| |
| <span class="sd"> The specification can describe various type of</span> |
| <span class="sd"> fields including custom validation, and union of fields. This validator is</span> |
| <span class="sd"> to be reusable by various operators. See the EXAMPLE_VALIDATION_SPECIFICATION</span> |
| <span class="sd"> for some examples and explanations of how to create specification.</span> |
| |
| <span class="sd"> :param validation_specs: dictionary describing validation specification</span> |
| <span class="sd"> :type validation_specs: list[dict]</span> |
| <span class="sd"> :param api_version: Version of the api used (for example v1)</span> |
| <span class="sd"> :type api_version: str</span> |
| |
| <span class="sd"> """</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">validation_specs</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">Dict</span><span class="p">],</span> <span class="n">api_version</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="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">_validation_specs</span> <span class="o">=</span> <span class="n">validation_specs</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_api_version</span> <span class="o">=</span> <span class="n">api_version</span> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GcpBodyFieldValidator._get_field_name_with_parent"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._get_field_name_with_parent">[docs]</a> <span class="k">def</span> <span class="nf">_get_field_name_with_parent</span><span class="p">(</span><span class="n">field_name</span><span class="p">,</span> <span class="n">parent</span><span class="p">):</span> |
| <span class="k">if</span> <span class="n">parent</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">parent</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="n">field_name</span> |
| <span class="k">return</span> <span class="n">field_name</span></div> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GcpBodyFieldValidator._sanity_checks"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._sanity_checks">[docs]</a> <span class="k">def</span> <span class="nf">_sanity_checks</span><span class="p">(</span> |
| <span class="n">children_validation_specs</span><span class="p">:</span> <span class="n">Dict</span><span class="p">,</span> |
| <span class="n">field_type</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">full_field_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">regexp</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">allow_empty</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span> |
| <span class="n">custom_validation</span><span class="p">:</span> <span class="n">Callable</span><span class="p">,</span> |
| <span class="n">value</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">field_type</span> <span class="o">!=</span> <span class="s1">'union'</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"The required body field '</span><span class="si">{</span><span class="n">full_field_path</span><span class="si">}</span><span class="s2">' is missing. Please add it."</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">regexp</span> <span class="ow">and</span> <span class="n">field_type</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"The validation specification entry '</span><span class="si">{}</span><span class="s2">' has both type and regexp. "</span> |
| <span class="s2">"The regexp is only allowed without type (i.e. assume type is 'str' "</span> |
| <span class="s2">"that can be validated with regexp)"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">allow_empty</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">field_type</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"The validation specification entry '</span><span class="si">{}</span><span class="s2">' has both type and allow_empty. "</span> |
| <span class="s2">"The allow_empty is only allowed without type (i.e. assume type is 'str' "</span> |
| <span class="s2">"that can be validated with allow_empty)"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">children_validation_specs</span> <span class="ow">and</span> <span class="n">field_type</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">COMPOSITE_FIELD_TYPES</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"Nested fields are specified in field '</span><span class="si">{}</span><span class="s2">' of type '</span><span class="si">{}</span><span class="s2">'. "</span> |
| <span class="s2">"Nested fields are only allowed for fields of those types: ('</span><span class="si">{}</span><span class="s2">')."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
| <span class="n">full_field_path</span><span class="p">,</span> <span class="n">field_type</span><span class="p">,</span> <span class="n">COMPOSITE_FIELD_TYPES</span> |
| <span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">custom_validation</span> <span class="ow">and</span> <span class="n">field_type</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"The validation specification field '</span><span class="si">{}</span><span class="s2">' has both type and "</span> |
| <span class="s2">"custom_validation. Custom validation is only allowed without type."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">)</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GcpBodyFieldValidator._validate_regexp"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._validate_regexp">[docs]</a> <span class="k">def</span> <span class="nf">_validate_regexp</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">regexp</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">value</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="k">if</span> <span class="ow">not</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="n">regexp</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span> |
| <span class="c1"># Note matching of only the beginning as we assume the regexps all-or-nothing</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="s2">"The body field '</span><span class="si">{}</span><span class="s2">' of value '</span><span class="si">{}</span><span class="s2">' does not match the field "</span> |
| <span class="s2">"specification regexp: '</span><span class="si">{}</span><span class="s2">'."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">value</span><span class="p">,</span> <span class="n">regexp</span><span class="p">)</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@staticmethod</span> |
| <div class="viewcode-block" id="GcpBodyFieldValidator._validate_is_empty"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._validate_is_empty">[docs]</a> <span class="k">def</span> <span class="nf">_validate_is_empty</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">value</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="k">if</span> <span class="ow">not</span> <span class="n">value</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"The body field '</span><span class="si">{</span><span class="n">full_field_path</span><span class="si">}</span><span class="s2">' can't be empty. Please provide a value."</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GcpBodyFieldValidator._validate_dict"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._validate_dict">[docs]</a> <span class="k">def</span> <span class="nf">_validate_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">children_validation_specs</span><span class="p">:</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">value</span><span class="p">:</span> <span class="n">Dict</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">for</span> <span class="n">child_validation_spec</span> <span class="ow">in</span> <span class="n">children_validation_specs</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_field</span><span class="p">(</span> |
| <span class="n">validation_spec</span><span class="o">=</span><span class="n">child_validation_spec</span><span class="p">,</span> <span class="n">dictionary_to_validate</span><span class="o">=</span><span class="n">value</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">full_field_path</span> |
| <span class="p">)</span> |
| <span class="n">all_dict_keys</span> <span class="o">=</span> <span class="p">[</span><span class="n">spec</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> <span class="k">for</span> <span class="n">spec</span> <span class="ow">in</span> <span class="n">children_validation_specs</span><span class="p">]</span> |
| <span class="k">for</span> <span class="n">field_name</span> <span class="ow">in</span> <span class="n">value</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span> |
| <span class="k">if</span> <span class="n">field_name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">all_dict_keys</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">warning</span><span class="p">(</span> |
| <span class="s2">"The field '</span><span class="si">%s</span><span class="s2">' is in the body, but is not specified in the "</span> |
| <span class="s2">"validation specification '</span><span class="si">%s</span><span class="s2">'. "</span> |
| <span class="s2">"This might be because you are using newer API version and "</span> |
| <span class="s2">"new field names defined for that version. Then the warning "</span> |
| <span class="s2">"can be safely ignored, or you might want to upgrade the operator"</span> |
| <span class="s2">"to the version that supports the new API version."</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_get_field_name_with_parent</span><span class="p">(</span><span class="n">field_name</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">),</span> |
| <span class="n">children_validation_specs</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GcpBodyFieldValidator._validate_union"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._validate_union">[docs]</a> <span class="k">def</span> <span class="nf">_validate_union</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">children_validation_specs</span><span class="p">:</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">dictionary_to_validate</span><span class="p">:</span> <span class="n">Dict</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">field_found</span> <span class="o">=</span> <span class="kc">False</span> |
| <span class="n">found_field_name</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">for</span> <span class="n">child_validation_spec</span> <span class="ow">in</span> <span class="n">children_validation_specs</span><span class="p">:</span> |
| <span class="c1"># Forcing optional so that we do not have to type optional = True</span> |
| <span class="c1"># in specification for all union fields</span> |
| <span class="n">new_field_found</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_validate_field</span><span class="p">(</span> |
| <span class="n">validation_spec</span><span class="o">=</span><span class="n">child_validation_spec</span><span class="p">,</span> |
| <span class="n">dictionary_to_validate</span><span class="o">=</span><span class="n">dictionary_to_validate</span><span class="p">,</span> |
| <span class="n">parent</span><span class="o">=</span><span class="n">full_field_path</span><span class="p">,</span> |
| <span class="n">force_optional</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">field_name</span> <span class="o">=</span> <span class="n">child_validation_spec</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">new_field_found</span> <span class="ow">and</span> <span class="n">field_found</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="s2">"The mutually exclusive fields '</span><span class="si">{}</span><span class="s2">' and '</span><span class="si">{}</span><span class="s2">' belonging to the "</span> |
| <span class="s2">"union '</span><span class="si">{}</span><span class="s2">' are both present. Please remove one"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
| <span class="n">field_name</span><span class="p">,</span> <span class="n">found_field_name</span><span class="p">,</span> <span class="n">full_field_path</span> |
| <span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">new_field_found</span><span class="p">:</span> |
| <span class="n">field_found</span> <span class="o">=</span> <span class="kc">True</span> |
| <span class="n">found_field_name</span> <span class="o">=</span> <span class="n">field_name</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">field_found</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">warning</span><span class="p">(</span> |
| <span class="s2">"There is no '</span><span class="si">%s</span><span class="s2">' union defined in the body </span><span class="si">%s</span><span class="s2">. "</span> |
| <span class="s2">"Validation expected one of '</span><span class="si">%s</span><span class="s2">' but could not find any. It's possible "</span> |
| <span class="s2">"that you are using newer API version and there is another union variant "</span> |
| <span class="s2">"defined for that version. Then the warning can be safely ignored, "</span> |
| <span class="s2">"or you might want to upgrade the operator to the version that "</span> |
| <span class="s2">"supports the new API version."</span><span class="p">,</span> |
| <span class="n">full_field_path</span><span class="p">,</span> |
| <span class="n">dictionary_to_validate</span><span class="p">,</span> |
| <span class="p">[</span><span class="n">field</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="n">children_validation_specs</span><span class="p">],</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="GcpBodyFieldValidator._validate_field"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator._validate_field">[docs]</a> <span class="k">def</span> <span class="nf">_validate_field</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">,</span> <span class="n">dictionary_to_validate</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">force_optional</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Validates if field is OK.</span> |
| |
| <span class="sd"> :param validation_spec: specification of the field</span> |
| <span class="sd"> :type validation_spec: dict</span> |
| <span class="sd"> :param dictionary_to_validate: dictionary where the field should be present</span> |
| <span class="sd"> :type dictionary_to_validate: dict</span> |
| <span class="sd"> :param parent: full path of parent field</span> |
| <span class="sd"> :type parent: str</span> |
| <span class="sd"> :param force_optional: forces the field to be optional</span> |
| <span class="sd"> (all union fields have force_optional set to True)</span> |
| <span class="sd"> :type force_optional: bool</span> |
| <span class="sd"> :return: True if the field is present</span> |
| <span class="sd"> """</span> |
| <span class="n">field_name</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> |
| <span class="n">field_type</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'type'</span><span class="p">)</span> |
| <span class="n">optional</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'optional'</span><span class="p">)</span> |
| <span class="n">regexp</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'regexp'</span><span class="p">)</span> |
| <span class="n">allow_empty</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'allow_empty'</span><span class="p">)</span> |
| <span class="n">children_validation_specs</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'fields'</span><span class="p">)</span> |
| <span class="n">required_api_version</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'api_version'</span><span class="p">)</span> |
| <span class="n">custom_validation</span> <span class="o">=</span> <span class="n">validation_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'custom_validation'</span><span class="p">)</span> |
| |
| <span class="n">full_field_path</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_field_name_with_parent</span><span class="p">(</span><span class="n">field_name</span><span class="o">=</span><span class="n">field_name</span><span class="p">,</span> <span class="n">parent</span><span class="o">=</span><span class="n">parent</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">required_api_version</span> <span class="ow">and</span> <span class="n">required_api_version</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_api_version</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span> |
| <span class="s2">"Skipping validation of the field '</span><span class="si">%s</span><span class="s2">' for API version '</span><span class="si">%s</span><span class="s2">' "</span> |
| <span class="s2">"as it is only valid for API version '</span><span class="si">%s</span><span class="s2">'"</span><span class="p">,</span> |
| <span class="n">field_name</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_api_version</span><span class="p">,</span> |
| <span class="n">required_api_version</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="kc">False</span> |
| <span class="n">value</span> <span class="o">=</span> <span class="n">dictionary_to_validate</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">field_name</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="p">(</span><span class="n">optional</span> <span class="ow">or</span> <span class="n">force_optional</span><span class="p">)</span> <span class="ow">and</span> <span class="n">value</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">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">"The optional field '</span><span class="si">%s</span><span class="s2">' is missing. That's perfectly OK."</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">)</span> |
| <span class="k">return</span> <span class="kc">False</span> |
| |
| <span class="c1"># Certainly down from here the field is present (value is not None)</span> |
| <span class="c1"># so we should only return True from now on</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">_sanity_checks</span><span class="p">(</span> |
| <span class="n">children_validation_specs</span><span class="o">=</span><span class="n">children_validation_specs</span><span class="p">,</span> |
| <span class="n">field_type</span><span class="o">=</span><span class="n">field_type</span><span class="p">,</span> |
| <span class="n">full_field_path</span><span class="o">=</span><span class="n">full_field_path</span><span class="p">,</span> |
| <span class="n">regexp</span><span class="o">=</span><span class="n">regexp</span><span class="p">,</span> |
| <span class="n">allow_empty</span><span class="o">=</span><span class="n">allow_empty</span><span class="p">,</span> |
| <span class="n">custom_validation</span><span class="o">=</span><span class="n">custom_validation</span><span class="p">,</span> |
| <span class="n">value</span><span class="o">=</span><span class="n">value</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">allow_empty</span> <span class="ow">is</span> <span class="kc">False</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_is_empty</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">regexp</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_regexp</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">regexp</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> |
| <span class="k">elif</span> <span class="n">field_type</span> <span class="o">==</span> <span class="s1">'dict'</span><span class="p">:</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="s2">"The field '</span><span class="si">{}</span><span class="s2">' should be of dictionary type according to the "</span> |
| <span class="s2">"specification '</span><span class="si">{}</span><span class="s2">' but it is '</span><span class="si">{}</span><span class="s2">'"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">children_validation_specs</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">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span> |
| <span class="s2">"The dict field '</span><span class="si">%s</span><span class="s2">' has no nested fields defined in the "</span> |
| <span class="s2">"specification '</span><span class="si">%s</span><span class="s2">'. That's perfectly ok - it's content will "</span> |
| <span class="s2">"not be validated."</span><span class="p">,</span> |
| <span class="n">full_field_path</span><span class="p">,</span> |
| <span class="n">validation_spec</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_dict</span><span class="p">(</span><span class="n">children_validation_specs</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> |
| <span class="k">elif</span> <span class="n">field_type</span> <span class="o">==</span> <span class="s1">'union'</span><span class="p">:</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">children_validation_specs</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"The union field '</span><span class="si">{}</span><span class="s2">' has no nested fields "</span> |
| <span class="s2">"defined in specification '</span><span class="si">{}</span><span class="s2">'. Unions should have at least one "</span> |
| <span class="s2">"nested field defined."</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_union</span><span class="p">(</span><span class="n">children_validation_specs</span><span class="p">,</span> <span class="n">full_field_path</span><span class="p">,</span> <span class="n">dictionary_to_validate</span><span class="p">)</span> |
| <span class="k">elif</span> <span class="n">field_type</span> <span class="o">==</span> <span class="s1">'list'</span><span class="p">:</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="s2">"The field '</span><span class="si">{}</span><span class="s2">' should be of list type according to the "</span> |
| <span class="s2">"specification '</span><span class="si">{}</span><span class="s2">' but it is '</span><span class="si">{}</span><span class="s2">'"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">elif</span> <span class="n">custom_validation</span><span class="p">:</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">custom_validation</span><span class="p">(</span><span class="n">value</span><span class="p">)</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">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="s2">"Error while validating custom field '</span><span class="si">{}</span><span class="s2">' specified by '</span><span class="si">{}</span><span class="s2">': '</span><span class="si">{}</span><span class="s2">'"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
| <span class="n">full_field_path</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">,</span> <span class="n">e</span> |
| <span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">elif</span> <span class="n">field_type</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">log</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span> |
| <span class="s2">"The type of field '</span><span class="si">%s</span><span class="s2">' is not specified in '</span><span class="si">%s</span><span class="s2">'. Not validating its content."</span><span class="p">,</span> |
| <span class="n">full_field_path</span><span class="p">,</span> |
| <span class="n">validation_spec</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpValidationSpecificationException</span><span class="p">(</span> |
| <span class="s2">"The field '</span><span class="si">{}</span><span class="s2">' is of type '</span><span class="si">{}</span><span class="s2">' in specification '</span><span class="si">{}</span><span class="s2">'."</span> |
| <span class="s2">"This type is unknown to validation!"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">full_field_path</span><span class="p">,</span> <span class="n">field_type</span><span class="p">,</span> <span class="n">validation_spec</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="kc">True</span></div> |
| |
| <div class="viewcode-block" id="GcpBodyFieldValidator.validate"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/utils/field_validator/index.html#airflow.providers.google.cloud.utils.field_validator.GcpBodyFieldValidator.validate">[docs]</a> <span class="k">def</span> <span class="nf">validate</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">body_to_validate</span><span class="p">:</span> <span class="nb">dict</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"> Validates if the body (dictionary) follows specification that the validator was</span> |
| <span class="sd"> instantiated with. Raises ValidationSpecificationException or</span> |
| <span class="sd"> ValidationFieldException in case of problems with specification or the</span> |
| <span class="sd"> body not conforming to the specification respectively.</span> |
| |
| <span class="sd"> :param body_to_validate: body that must follow the specification</span> |
| <span class="sd"> :type body_to_validate: dict</span> |
| <span class="sd"> :return: None</span> |
| <span class="sd"> """</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="k">for</span> <span class="n">validation_spec</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_validation_specs</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validate_field</span><span class="p">(</span><span class="n">validation_spec</span><span class="o">=</span><span class="n">validation_spec</span><span class="p">,</span> <span class="n">dictionary_to_validate</span><span class="o">=</span><span class="n">body_to_validate</span><span class="p">)</span> |
| <span class="k">except</span> <span class="n">GcpFieldValidationException</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">GcpFieldValidationException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"There was an error when validating: body '</span><span class="si">{</span><span class="n">body_to_validate</span><span class="si">}</span><span class="s2">': '</span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">'"</span> |
| <span class="p">)</span> |
| <span class="n">all_field_names</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="n">spec</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> |
| <span class="k">for</span> <span class="n">spec</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_validation_specs</span> |
| <span class="k">if</span> <span class="n">spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'type'</span><span class="p">)</span> <span class="o">!=</span> <span class="s1">'union'</span> <span class="ow">and</span> <span class="n">spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'api_version'</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_api_version</span> |
| <span class="p">]</span> |
| <span class="n">all_union_fields</span> <span class="o">=</span> <span class="p">[</span><span class="n">spec</span> <span class="k">for</span> <span class="n">spec</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">_validation_specs</span> <span class="k">if</span> <span class="n">spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'type'</span><span class="p">)</span> <span class="o">==</span> <span class="s1">'union'</span><span class="p">]</span> |
| <span class="k">for</span> <span class="n">union_field</span> <span class="ow">in</span> <span class="n">all_union_fields</span><span class="p">:</span> |
| <span class="n">all_field_names</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span> |
| <span class="p">[</span> |
| <span class="n">nested_union_spec</span><span class="p">[</span><span class="s1">'name'</span><span class="p">]</span> |
| <span class="k">for</span> <span class="n">nested_union_spec</span> <span class="ow">in</span> <span class="n">union_field</span><span class="p">[</span><span class="s1">'fields'</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">nested_union_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'type'</span><span class="p">)</span> <span class="o">!=</span> <span class="s1">'union'</span> |
| <span class="ow">and</span> <span class="n">nested_union_spec</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">'api_version'</span><span class="p">)</span> <span class="o">!=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_api_version</span> |
| <span class="p">]</span> |
| <span class="p">)</span> |
| <span class="k">for</span> <span class="n">field_name</span> <span class="ow">in</span> <span class="n">body_to_validate</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span> |
| <span class="k">if</span> <span class="n">field_name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">all_field_names</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">warning</span><span class="p">(</span> |
| <span class="s2">"The field '</span><span class="si">%s</span><span class="s2">' is in the body, but is not specified in the "</span> |
| <span class="s2">"validation specification '</span><span class="si">%s</span><span class="s2">'. "</span> |
| <span class="s2">"This might be because you are using newer API version and "</span> |
| <span class="s2">"new field names defined for that version. Then the warning "</span> |
| <span class="s2">"can be safely ignored, or you might want to upgrade the operator"</span> |
| <span class="s2">"to the version that supports the new API version."</span><span class="p">,</span> |
| <span class="n">field_name</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">_validation_specs</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| </pre></div> |
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